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IT & Software

Build Internet of Things with ESP8266 & MicroPython

Updates:

UPDATE 8 : Project 8 How to Push Sensor Data to Google Sheets for Data Logging ? (based on Lab 4 and Project 7) – Internet of Things

UPDATE 7 : Project 7 from UPDATE 5 and 6 Labs, pushing notifications up on an alarming activity

UPDATE 6 : Using NodeMCU with Pushbullet for Push notification on Mobiles and other devices

UPDATE 5 : Using MQ135 Sensor for Gas Detection and Decision Making

UPDATE 4 : Using Nokia5110 Display with NodeMCU, Parsing JSON Data with NodeMCU, Creating a Weather Station Dashboard using NodeMCU and Nokia 5110 Display

UPDATE 3: Using LiDAR for IOT Apps, A lecture on Gesture recognition using VL6180x is added to bonus lectures, vl6180x from STMicroElectronics is a popular sensor for mobile phones, which can also be used for IOT Apps, Have a look for new Ideas – Internet of Things

Size: 2.18GB

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Course Development

JavaScript Beginner Bootcamp (2020)

What you’ll learn

  • Learn basics of JavaScript
  • Create Interactive Webpage and deploy to the web
  • Build projects as you learn concepts to get a taste of building applications on a small scale
  • Become interview ready with whiteboard algorithm challenges
  • Build a Portfolio Page with HTML & CSS
  • Visually understand the JavaScript Language
  • Look under the hood to understand how JavaScript works

Requirements

  • Google Chrome Browser
  • No prior coding experience needed

Description

This isn’t the only JavaScript course you should ever take…but it should be your first!

JavaScript the Basics is your one stop course to enter into the language of JavaScript. We are going to start from scratch and build up our understanding of the world’s most popular programming language together.

View JavaScript in action with whiteboard videos optimized for viewing on your smartphone. This is truly a course that you can engage with no matter where you are. Take your JavaScript eduction on the go! With whiteboard videos you get to visualize what JavaScript does under the hood.

You can practice JavaScript in your web browser! Take advantage of Google Chrome developer tools to put the JavaScript you have learned during our whiteboard lesson into practice with further examples and challenges. This is our JavaScript playground.

There will be lots of quizzes on the JavaScript syntax we have just covered. The goal of this course is to move slow and allow these concepts and syntax to sink in through repetition.

This course is also full of mini-projects that allow you to apply the JavaScript you are learning to actually building something that you can use. We focus on small to mid-sized projects aimed at the skill level of a beginner to intermediate JavaScript student.

Learning JavaScript is like learning a language. This course won’t make a false promise of saying you will master JavaScript overnight. However, this course will immerse you into the world’s most popular programming language.

  • JavaScript Syntax
  • JavaScript Building Blocks
    • Build a Kelvin to Fahrenheit Converter
    • Build a Cat Age estimator
  • JavaScript Best Practices
  • JavaScript Objects
  • JavaScript Arrays
    • Build a Random Insult Generator
  • JavaScript Functions
    • Build a Calorie Tracker (Coming December 18)
    • Build a Rock, Paper, Scissors game (Coming December 18)
  • JavaScript Conditionals
    • Build a Magic 8 Ball (Coming December 18)
  • JavaScript Regular Expressions
  • JavaScript Functional Programming
  • JavaScript Algorithms
  • JavaScript ES6 Syntax
  • Build a Portfolio Page with HTML & CSS
  • Practice for Real World JavaScript Whiteboard Interview Questions
  • Make an Interactive Webpage: TODO List with Local Storage
  • Make an Interactive Webpage: Matching Game (Coming December 18)
  • Make an Interactive Webpage: Magic 8 Ball (Coming December 18)

You’ll finish this course with an understanding of JavaScript that will let you take a deeper dive into the language and possibly launch you into a new career as a JavaScript web developer.

Learning a new language can be difficult and even feel intimidating. JavaScript the Basics makes the the learning process feel accessible and welcoming!

There are a lot of JavaScript courses out there in which you can make some pretty great projects. But unless you know JavaScript you are just copying and pasting. This course won’t offer you empty promises like moving from “zero to hero” but it will help you to take the first steps in the right direction.

This isn’t the only JavaScript Course you should ever take. But it should be your first!

This course expands monthly! Get it now and check back often for updates!

Who this course is for:

  • Those who are JavaScript Newbies
  • Those with no previous coding experience
  • Those who want to learn on the go by watching whiteboard videos optimized for smartphones and tablets
  • Those who want a thorough step by step introduction to the JavaScript language
  • Those coders who want a visual and hands on playground environment to reinforce what they have learned
  • Those who want to learn how to build their first JavaScript Application
  • Those who want to learn how to build a portfolio page with HTML & CSS

Created by Rob Merrill
Last updated 8/2020
English
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Size: 14.97 GB

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Development

Learn Python With 20+ Real World Projects [In 2020]

What you’ll learn

  • Python Basics
  • PRO Python Tricks and Tips
  • 20+ Real Useful Python Application
  • Learn To Create Own Projects With Python

Requirements

Description

Hey,

         Learn Python Programming From Very Basics To Intermediate Level With 20+ Practical Projects This Course Is for Python Beginners As Well As Intermediate Python Developers Who Wants To Create Real-World Applications / Projects Using Python Programming Language.

Projects:-

1. Screenshot Application

2. Screenshot Application With GUI Interface

3. Password Generator

4. Email Sender Application

5. COVID-19 Updater / Notifier Bot

6. OCR – Image To Text

7. Chrome Automation

8. Text To Speech

9. Speech To Text 

10. Webcam Application

11. Screen Recorder

13. Face Detection

14. Weather Application

15. URL Shortener

16. Internet Speed Test

MANY MORE…

Enroll Now…!

Who this course is for:

  • Beginner’s in Python
  • Beginner’s in Python Curious about Projects
  • Beginner’s Intersented in Developing Projects In Python

Created by Arbaz Khan
Last updated 7/2020
English
English [Auto]

Size: 3.20 GB

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Development

The Complete React Native + Hooks Course [2020 Edition]

What Will I Learn?

  • Create real-world native apps using React Native
  • Make truly reusable components that look great
  • Understand the terminology and concepts of Redux
  • Prototype and deploy your own applications to the Apple and Google Play Stores
  • Get up to speed with React design principles and methodologies
  • Discover mobile design patterns used by experienced engineers

Requirements

  • All you need is basic understanding of Javascript

Description

Last Course Update: August 5, 2019! 

If you’re tired of spinning your wheels learning Swift or Android, this is the course for you.

Authentication? You will learn it.  Redux? Included.  Navigation? Of course!

This course will get you up and running with React Native quickly, and teach you the core knowledge you need to deeply understand and build React components for mobile devices.

Both OSX and Windows supported – develop iOS or Android!

We’ll start by mastering the fundamentals of React, including JSX, “props”, “state”, and event handling. Source code is provided for each lecture, so you will always stay up-to-date with the course pacing.

Special attention has been paid to creating reusable components that you’ll be able to make use of on your own fantastic projects.

React Native is an excellent solution for developing apps on mobile in a fraction of the time it takes to make an equivalent iOS or Swift app.

You’ll love seeing your changes instantly appear on your own device, rather than waiting for Swift/Java code to recompile!

This quick feedback loop, along with excellent cross platform support, is what has catapulted React Native to the top must-have skill for Javascript engineers.

If you are new to React, or if you’ve been working to learn it but sometimes feel like you still don’t quite ‘get it’, this is the React course for you! To learn React you have to understand it.

  • Learn how to use React’s custom markup language, JSX, to clean up your Javascript code
  • Master the process of breaking down a complex component into many smaller, interchangeable components
  • Grasp the difference between “props” and “state” and when to use each
  • Render interactive, media-rich components in beautifully styled apps
  • Develop apps that are unique, fun, and responsive
  • Build on both Android and iOS platforms
  • Master integration with Firebase for user authentication
  • Learn the core principles of navigation with React Native

I’ve built the course that I would have wanted to take when I was learning React Native.

A course that explains the concepts and how they’re implemented in the best order for you to learn and deeply understand them.

Who is the target audience?

  • This course is for anyone looking to make native apps with React Native

Created by Stephen Grider
Last updated 5/2020
English
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Size: 14.01 GB

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Course Design Development

Microservices with Node JS and React

Event-Based Architecture? Covered! Server side rendering with React? Yep.  Scalable, production-ready code? Its here!

Microservices are the number one solution for building and scaling out apps that are intended to grow.  Just one little issue: there are few resources online that delve into the most complex and nasty issues around them!  I built this course to fix that.  This course tackles every major issues around microservices head on. From challenges with data replication to confusing unordered event streams, every major challenge of building microservices is covered.

Beyond focusing on the basics of microservices, this course is a perfect introduction to the world of full-stack development.  You will work all the way from the frontend, assembling a React app using Hooks, to the backend, including database design and deployment strategies.  Every step along the way is covered in tremendous detail, with ample diagrams to ensure every step is crystal clear.

Many other resources show only the easiest, simplest apps written with microservices.  This course does the opposite: we focus on the most challenging aspects of microservices, challenges that you will likely encounter every single day.  You will see these difficulties first hand, then solve them with easy-to-understand strategies.

——————-

How This Course Works

This course doesn’t focus on using an off-the-shelf microservices framework. Many exist, but they hide the inner workings and challenges of microservices away from you. Instead, we will be using a minimal number of libraries, and write as much custom code as possible. This will expose you to challenging problems and clever solutions when handling subjects like async events!

What Technology You’ll Use

Because we are building a full stack application, we will use a variety of technologies. On the frontend, we’ll use React and Next JS to present content to users. Each service is created using Node and Express. Data for each service is held in either a Mongo database or Redis. The entire app is deployed and runs in Docker containers executed in a Kubernetes cluster. Finally, almost all of the code in this course is written with Typescript.

This is a scary list of technologies! Not familiar with some of these? No problem! The course is built assuming that you only know the basics of Javascript and Express. No other knowledge is needed – you will learn everything you need to know.

What You’ll Be Able to Do

By the time you complete this course, you will be able to:

  • Architect a multi-service application
  • Determine whether your app is a good fit for a microservices approach
  • Understand and solve the challenges in async, event-based communication between services
  • Use Docker and Kubernetes to deploy a multi-service app to any cloud provider
  • Organize and enhance the reusability of code in large projects

What You’ll Learn

An absolute incredible number of topics are covered in this course.  Here is a partial list of what you’ll do:

  • Practice patterns to create scalable microservices for a variety of app domains
  • Build a Server-Side-Rendered React app using Hooks and Next JS
  • Write a custom implementation of an event bus
  • Optionally, run a development environment through a cloud provider
  • Guarantee consistently structured responses from your different API’s
  • See best practices in communication between different services
  • Configure and scale your services using Kubernetes Deployments
  • Document and enforce structure constraints on events shared across microservices
  • Limit access to your APIs using JWT-based authentication
  • And much more!

This is the course I wish I had when I was learning microservices. A course that focuses on the hardest parts, gives clear explanations, and discusses the pros and cons of different design options. Sign up today and join me in mastering microservices!

Who this course is for:

  • Javascript engineers looking to build large, scalable applications
  • This course is *not* designed for sysadmins focused on infrastructure deployment

Created by Stephen Grider
Last updated 5/2020
English
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Size: 18.15 GB

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Course Design Development

Front End Web Development For Beginners (A Practical Guide)

What you’ll learn

  • Create beautiful websites using html, css and bootstrap

Requirements

  • Knowledge needed is a willingness to learn. Tools required you will need a text editor and mamp. Both programs are free.

Description

Learn Front End Web Development

Student reviews:

“Great Course”

-Rich Helton

“This is great training for beginners and aspiring front end web developers this is simple yet very very informative”

-Leynard Caballero Villagracia

I think it is a great course for the beginning level.”

Hoang Cong

“Great course and perfect explanation specially for beginners.”

Kenan Dedoviq

“Easy to understand for beginners…”

-Hiren Bechra

“Yeah, it’s been a good match for me definitely. The content and the way of teaching by the mentors is very effective and efficient. Any one can begin with building web pages, taking up this certain course”

-Abhinav Anand

========================================================

Not sure yet? Just scroll down and watch the free preview lectures!

Enroll with confidence!

Your enrollment is backed by Udemy’s 30-day, no-questions-asked, money-back guarantee!

What are the requirements?

·         All information and resources are included in this course.

What am I going to get from this course?

·         Learn how to hand code HTML and CSS

·         Work with Bootstrap 4

·         Build 2 great projects to get you started on your Front End Web Development education

What is the target audience?

·         Anyone who wants to dramatically increase their Front End Web Development Skills!

Who this course is for:

  • Beginner Web Developers wanting to learn front-end development. Developers that need a refresher course on HTML, CSS & Bootstrap 4

Created by Learn Tech Plus
Last updated 4/2020
English
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Size: 1.68 GB

 

 

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Business Course Lifestyle Marketing

Ultimate Shopify Dropshipping Mastery Course

Ultimate Shopify Dropshipping Mastery Course free download - freetutorialsus.com

Learn to build a profitable shopify dropshipping business in 2020

SHOPIFY DROPSHIPPING

Created by Affiliate Training

What you’ll learn

  • How to Setup Shopify Store
  • How to find profitable products
  • Facebook Advertising
  • Instagram Advertising
  • How create profitable dropshipping business
  • Start Shopify Store and Receive 500$ worth resources
  • Access to Private Telegram Channel
  • Monthly Dropshipping Cheatsheet- Product recommendation, fb ad video, profitable ad copy

Requirements – SHOPIFY DROPSHIPPING

  • Desire to learn
  • Computer and Internet access

Description

Do you want to start your own e-commerce business in 2019?

Have you tried dropshipping ecommerce business models but never found any success?

then look no further in this course we will share A-Z all about dropshipping business model and how be successfull in this business. We will show you how to setup beautiful shopify store, share advanced marketing strategies which will help you succeed in this business.

The course Includes:-

How to Setup Beautiful Store with conversion apps

Step by Step Facebook Marketing Blueprint with Scaling Strategies

Instagram Influencer Marketing Strategy

Strategy to Find Private agents for bulk order

Who this course is for:

  • Beginners who want to start their own profitable e-commerce store

Size: 3.32GB

 

 

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Course Development

Machine learning data science and deep learning with python

New! Updated for Winter 2019 with extra content on feature engineering, regularization techniques, and tuning neural networks – as well as Tensorflow 2.0!

Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this data science course will give you the fundamentals you need. Data Scientists enjoy one of the top-paying jobs, with an average salary of $120,000 according to Glassdoor and Indeed. That’s just the average! And it’s not just about money – it’s interesting work too!

If you’ve got some programming or scripting experience, this course will teach you the techniques used by real data scientists and machine learning practitioners in the tech industry – and prepare you for a move into this hot career path. This comprehensive machine learning tutorial includes over 100 lectures spanning 14 hours of video, and most topics include hands-on Python code examples you can use for reference and for practice. I’ll draw on my 9 years of experience at Amazon and IMDb to guide you through what matters, and what doesn’t.

Each concept is introduced in plain English, avoiding confusing mathematical notation and jargon. It’s then demonstrated using Python code you can experiment with and build upon, along with notes you can keep for future reference. You won’t find academic, deeply mathematical coverage of these algorithms in this course – the focus is on practical understanding and application of them. At the end, you’ll be given a final project to apply what you’ve learned!

The topics in this course come from an analysis of real requirements in data scientist job listings from the biggest tech employers. We’ll cover the machine learning, AI, and data mining techniques real employers are looking for, including:

  • Deep Learning / Neural Networks (MLP’s, CNN’s, RNN’s) with TensorFlow and Keras
  • Data Visualization in Python with MatPlotLib and Seaborn
  • Transfer Learning
  • Sentiment analysis
  • Image recognition and classification
  • Regression analysis
  • K-Means Clustering
  • Principal Component Analysis
  • Train/Test and cross validation
  • Bayesian Methods
  • Decision Trees and Random Forests
  • Multiple Regression
  • Multi-Level Models
  • Support Vector Machines
  • Reinforcement Learning
  • Collaborative Filtering
  • K-Nearest Neighbor
  • Bias/Variance Tradeoff
  • Ensemble Learning
  • Term Frequency / Inverse Document Frequency
  • Experimental Design and A/B Tests
  • Feature Engineering
  • Hyperparameter Tuning

…and much more! There’s also an entire section on machine learning with Apache Spark, which lets you scale up these techniques to “big data” analyzed on a computing cluster. And you’ll also get access to this course’s Facebook Group, where you can stay in touch with your classmates.

If you’re new to Python, don’t worry – the course starts with a crash course. If you’ve done some programming before, you should pick it up quickly. This course shows you how to get set up on Microsoft Windows-based PC’s, Linux desktops, and Macs.

If you’re a programmer looking to switch into an exciting new career track, or a data analyst looking to make the transition into the tech industry – this course will teach you the basic techniques used by real-world industry data scientists. These are topics any successful technologist absolutely needs to know about, so what are you waiting for? Enroll now!

  • “I started doing your course in 2015… Eventually I got interested and never thought that I will be working for corporate before a friend offered me this job. I am learning a lot which was impossible to learn in academia and enjoying it thoroughly. To me, your course is the one that helped me understand how to work with corporate problems. How to think to be a success in corporate AI research. I find you the most impressive instructor in ML, simple yet convincing.” – Kanad Basu, PhD

Who this course is for:

  • Software developers or programmers who want to transition into the lucrative data science and machine learning career path will learn a lot from this course.
  • Technologists curious about how deep learning really works
  • Data analysts in the finance or other non-tech industries who want to transition into the tech industry can use this course to learn how to analyze data using code instead of tools. But, you’ll need some prior experience in coding or scripting to be successful.
  • If you have no prior coding or scripting experience, you should NOT take this course – yet. Go take an introductory Python course first.

Size: 7.95GB

 

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Course Development

Master Math by Coding in Python

You can learn a lot of math with a bit of coding!

Many people don’t know that Python is a really powerful tool for learning math. Sure, you can use Python as a simple calculator, but did you know that Python can help you learn more advanced topics in algebra, calculus, and matrix analysis? That’s exactly what you’ll learn in this course.

This course is a perfect supplement to your school/university math course, or for your post-school return to mathematics.

Let me guess what you are thinking:

  • “But I don’t know Python!”  That’s okay! This course is aimed at complete beginners; I take you through every step of the code. You don’t need to know anything about Python, although it’s useful if you already have some programming experience.
  • “But I’m not good at math!”  You will be amazed at how much better you can learn math by using Python as a tool to help with your courses or your independent study. And that’s exactly the point of this course: Python programming as a tool to learn mathematics. This course is designed to be the perfect addition to any other math course or textbook that you are going through.

What do you get in this course?

  • Over 31 hours of instruction that includes Python coding, visualization, loops, variables, and functions.
  • LOTS of practical exercises! Each video has at least one hands-on coding/math exercise (and you’ll get to watch me solve those exercises). And each section ends with “bug hunts” where you get to find and fix my math-coding errors!
  • That warm, fuzzy feeling of confidence that you can combine the skills from this course to improve your understanding of mathematics.
  • A big-picture overview of beginner and advanced mathematics, from solving for “x” to computing integrals to finding eigenvalues. If you are only just beginning your adventures in maths, then this course will show you what you have to look forward to!

This course is right for you if you are:

  • In middle/high school, university, or are returning to math as an independent learner.
  • A data professional who wants to brush up on math and Python skills.
  • A complete beginner to Python.
  • Already proficient with math “in theory” and want to learn how to translate math formulas and concepts into computer code.
  • Bored and looking for a fun intellectual challenge.

With over 31 hours of teaching, plus student exercises, challenges and an active course Q&A forum (get a response to any question within 48 hours!), this course gives you everything you need to succeed in your maths course or independent adventures in learning math.

All the code that appears in the videos is also included for download. You can code along as you watch the videos, or download the code and use it directly.

This course covers the following topics:

  • Arithmetic
  • Introduction to Sympy
  • Introduction to LaTeX (to print beautiful equations!)
  • Algebra 1
  • Graphing
  • Algebra 2
  • Graphing conic sections
  • Trigonometry
  • Calculus
  • Linear algebra
  • …and  more!

Who is your teacher?

I am Mike X Cohen, an associate professor at the Radboud University (the Netherlands). I’m a bestselling and highly rated instructor on Udemy. I’ve taught over 32,000 students the foundations of scientific programming, data analysis, and applied mathematics, and I’ve written several textbooks on programming and data analyses.

I worked really hard to make this course a great learning experience for you. Check out what some of my students have said about my other courses:

***** ‘Best teacher ever. I am a psychologist and I didn’t have mathematical training as an undergrad, but the books and lectures of Dr. Cohen have been life saving’

***** ‘What I REALLY like about Mike’s style is that not only clear and direct, but he mixes in appropriate amounts of foreshadowing … to make it easier for me to connect the dots.’

***** ‘Mike X Cohen’s courses are by far the best ones I’ve done in Udemy.’

What you should do right now:

Watch the free preview videos.

Check out the reviews of this course.

Joining this course is risk-free: If you change your mind after enrolling, Udemy offer a 30 day money back guarantee, and you can find full details here: https://support.udemy.com

Who this course is for:

  • Maths students looking to use computers as a learning tool
  • Developers keen to improve their math skills
  • Independent learners returning to maths
  • Programmers who want to use their coding skills to explore mathematics

Created by Codestars by Rob Percival, Mike X Cohen
Last updated 2/2020
English
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Size: 9.18 GB

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Course Development

The Complete Pandas Bootcamp 2020: Data Science with Python

What you’ll learn

  • Improve your Data Handling & Analysis skills to an outstanding level.
  • Learn and practice all relevant Pandas Methods and workflows
  • Learn Pandas based on NEW Version 1.0 (the days of versions 0.X are over)
  • Import, clean and merge messy Data and prepare Data for Machine Learning
  • Analyze, visualize and understand your Data with Matplotlib and Seaborn
  • Practise and master your Pandas skills with Quizzes, 150+ Exercises and comprehensive projects
  • Import Financial/Stock Data from Web Sources and analyze them with Pandas
  • Learn how to best transition from Versions 0.X to new Version 1.0

Requirements

  • A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software.
  • An internet connection capable of streaming videos.
  • Ideally some Spreadsheet Basics/Programming Basics (not mandatory, the course guides you through the basics)

Description

+++++ UPDATE: Pandas Version 1.0 is finally here! This is the first course that covers Pandas 1.0. It gives optimal guidance on how to transition from versions 0.X to 1.0! +++++

Welcome to the web´s most comprehensive Pandas Bootcamp with 30+ hours of structured video content and 150+ exercises!

This course has one goal: Bringing your Data Handling skills to the next level to build your career in Data Science, Finance & co. This course is structured in four parts, beginning from Zero with all the Pandas Basics (PART I), and finally, testing your skills in a comprehensive Project Challenge that is frequently used in Data Science job applications / assessment centres (PART III). In the last part of this course (PART IV), you will learn how to import, handle and work with (financial) Time Series Data.

Why to take a course on Pandas?

The world is getting more and more Data-Driven. New professions like Data Scientist are gaining ground with $100k+ salaries. It´s time to switch from Soap Box Cars (Spreadsheet Software like Excel) to High Tuned Racing Cars (Pandas)!

Python is a great platform/environment for Data Science with powerful Tools for Science, Statistics and Machine Learning. And the Pandas Library is the Heart of Python Data Science. Pandas enables you to import, clean, join/merge/concatenate, manipulate and deeply understand your Data and finally prepare/process Data for further Statistical Analysis,  Machine Learning or Data Presentation. In reality, all of these tasks require high proficiency in Pandas! Data Scientist typically spend up to 85% of their time with manipulating Data in Pandas.

A frequently asked question of Python Beginners is: “Do I need to become a Python Coding Expert before I can start working with Pandas?”

The clear answer is: “No! Do you need to become a Microsoft Software Developer before you can use Excel? Probably not!”

You require some Python Basics like Data Types, simple Operations/Operators, Lists and Numpy Arrays. In the Appendix of this course, you can find 4 hours of Python Basics. This Python Intro is tailor-made and more than sufficient for Data Science purposes!

As a Summary, if you primarily want to use Python for Data Science or as a replacement for Excel,  then this course is a perfect match!

Why to take this Course?

– It is the most relevant and comprehensive course on Pandas.

– It is the most up-to-date course incorporating all recent Pandas updates (latest in Jan 2019). Pandas Library has experienced massive improvements in the last couple of months. From my own experience, working with and relying on outdated code can be painful.

– It can serve as a Pandas Encyclopedia covering all relevant Methods, Attributes and workflows for real life projects. If you have problems with any Method or workflow, you will most likely get help and find a solution in this course.

-It shows and explains the complete real life Data workflow A-Z, starting from importing messy Data, cleaning Data, merging and concatenating Data, grouping and aggregating Data, explanatory Data Analysis through to preparing and processing Data for Statistics, Machine Learning and Data Presentation.

-It explains Pandas Coding on real Data and real life Problems. No Toy Data! This is the best way to learn and understand Pandas.

-It gives you plenty of opportunities to practise and code on your own. Learning by doing. In the exercises, you can select your individual level of difficulty with optional hints and guidance / instruction.

-Pandas is a very powerful tool. But it also has Pitfalls that can lead to unintended and undiscovered errors in your Data. This course also focuses on commonly made mistakes and errors and teaches you, what you should not do.

– Guaranteed Satisfaction: Otherwise, get your money back with 30-Days-Money-Back-Guarantee.

I am looking forward to seeing you in the course!

Who this course is for:

  • Everyone who want to step into Data Science. Pandas is Key to everything.
  • Data Scientists who want to improve their Data Handling/Manipulation skills.
  • Everyone who want to switch Data Projects from Excel to more powerful tools (e.g. in Research/Science)
  • Investment/Finance Professionals who reached the limits of Excel.

Created by Alexander Hagmann
Last updated 4/2020
English
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Size: 11.21 GB

 

 

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The Ultimate Deep Web Guide: Purchase Anything From Markets


The Ultimate Deep Web Guide: Purchase Anything From Markets – Download Udemy Courses For Free | freetutorials.us

























































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The Ultimate Deep Web Guide- Purchase Anything From Markets free download - freetutorialsus.com

Become a Deep Web Expert! Learn what you need to purchase anonymously on Markets- Tor, PGP, Bitcoin, Tails, and More!

What you’ll learn

  • How to purchase products from the Dark Web.
  • How to use and navigate Tails.
  • How to message using PGP.
  • Be able to setup and configure Tor with a VPN or Tor Bridges.
  • Purchase Bitcoin anonymously and tumble it.

Requirements

  • You should have taken the Deep Web 101 course or have a basic understanding of the Deep Web.
  • You should be able to use and navigate a PC on an above basic level.
  • You should understand the basics of Bitcoin and Tails.
  • You should be able to purchase Bitcoin.

Description

A Deep Web Crash Course (Without the Crashing) The Ultimate Deep Web Guide was designed to help you become an active, daily, deep web user.

  • Learn to purchase products from dark web markets.
  • Learn to anonymously search the Deep Web.
  • Learn how to use Cryptocurrency without detection.

Across five main sections, you’ll learn everything you need to…

  • Begin using the Tails Operating System.
  • Be able to setup and configure Tor with a VPN or Tor Bridges.
  • Send communication through Tails using OpenPGP encryption.
  • Purchase Bitcoin anonymously.
  • Use and purchase items anonymously off of Deep Web markets.

You will learn about important topics like…Tor- The anonymous browser used to access the Dark Web.

Tails- An operating system that keeps your network and hardware privacy secure.

Bitcoin- A concurrency used to purchase things online without a trace.

Markets- The hub of the entire Dark Web. Black markets account for 80% of all traffic on the Tor Network.

PGP- A form of encryption used to send messages across the internet. Not even the FBI could read what you were saying

Who this course is for:

  • Anyone who wants to be a power user on the Deep Web.
  • Anyone who wants to be able to anonymously purchase items on the Dark Net Markets.
  • Anyone who wants to learn about Tails, PGP, Bitcoin, Tor and more.

Created by Dark Web Academy
Last updated 3/2018
English
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Size: 469.35 MB

 

 

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Course Development Wordpress

Complete WordPress Course | Elementor

Create an amazing website using WordPress and the amazing page builder Elementor! In this tutorial I will show you step by step how to create a website using Elementor. An amazing theme that contains a front end editor that makes creating websites easier and faster than ever before!

First I will show you how to get a domain name and webhosting on your own computer or through a webhosting company. After getting that I will show you how to install and configure WordPress and get the Phlox theme and the Elementor Page Builder.

Elementor is a front end editor that shows the result of your editing immediately. The Elementor Page Builder works with Sections. In those sections you can place rows. Rows can have different amount of columns, and in those columns you can place modules. Modules like images, gallery, text, counter, contact form and more. Using Sections, Rows and Modules you can create your website with ease and save a lot of time im comparison with other themes and builders and editors.

Elementor also has the possibility to import premade pages with a few clicks. That is a real timesaver! So just look at what kind of page you want to create, import a page like that and adjust it!

This is what other people say about me and my courses:

“Ferdy, thanks so much for this! It has helped me put my entire website together :)”

“Hello Ferdy, I would thank you for all your shared videos. You’re a very kind person (we can see it through your videos). … In all cases, your videos make me progress … Don’t change anything of you and everybody must remember that above courses which gave you a basic way, lot of personal work is the key of success. BRAVO Ferdy. Take care Ferdy.”

“Ferdy, Your videos have taught me and guided me so much! I’ve watched the enfold and mail chimp all the way through as I’ve gotten started! You are an excellent teacher, and I am so grateful that my search led me to you and your videos. I’m inspired by you already, and you have made a huge difference in my life! I respect your drive and devotion to be excellent in what you do. I want that too! Your English is definitely understandable on the videos. I have never struggled to hear or interpret what you say and mean, and because you enunciate so well, your Dutch accent does not hinder your message. But I respect you for wanting to continue to improve! Keep going! I’m so excited about your next videos and tutorials!”

“Ferdy, I really like your tutorials and of course the way you deliver things to people. Please keep going on.”

“Man,you are the best..if feels like you have so much positive energy and want to share it with us the beginners. All the best!!”

Who this course is for:

  • Anyone who wants to learn how to make a website
  • Anyone who do not want to spend money

Created by Ferdy Korpershoek
Last updated 3/2020
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Size: 1.79 GB

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Business Course Lifestyle Marketing

How To Succeed As An Entrepreneur – A Beginners Guide

You’ve done the starter jobs, the in-between jobs, the pro-jobs and this is what it comes down to.

You’re ready to take the reins of your career, and set out on the ride of your life.

What you’ll learn

  • What Is An Entrepreneur.
  • The Mindset Required To Succeed As An Entrepreneur.
  • The Skills Needed to Succeed as An Entrepreneur.
  • How To Choose Your Entrepreneurship Idea and Test It´s Viability.
  • How To Get Started as An Entrepreneur and Go About Securing Funding.
  • What The Entrepreneurial Pitfalls You Should Look Out For Are.
  • Resources To Get You Started on your quest to succeed as an entrepreneur.

Course Content

  • Defining Entrepreneurship.
  • Skills Required to be an Entrepreneur.
  • Embarking on Entrepreneurship.
  • How To Get Started As An Entrepreneur?.
  • Securing Funding.
  • Maintaining Entrepreneurship.

Requirements

  • A Brave Heart.
  • Dogged Determination.
  • Absolute Dedication.
  • And A Passionate Vision.

Description

You’ve done the starter jobs, the in-between jobs, the pro-jobs and this is what it comes down to. You’re ready to take the reins of your career, and set out on the ride of your life.

So… you, want to be an entrepreneur!

This course will give you an introduction in how to master this exciting career choice.

In How to Succeed as an Entrepreneur, you will learn:

  • What Is An Entrepreneur
  • The Mindset Required To Succeed As An Entrepreneur
  • The Skills Needed to Succeed as An Entrepreneur
  • How To Choose Your Entrepreneurship Idea and Test It´s Viability
  • How To Get Started as An Entrepreneur and Go About Securing Funding
  • What The Entrepreneurial Pitfalls You Should Look Out For Are
  • And finally, we’ll provide Resources To Get You Started on your quest to succeed as an entrepreneur

The requirements you’ll need for this course are:

  • A Brave Heart
  • Dogged Determination
  • Absolute Dedication
  • And A Passionate Vision

So go ahead and click the enrol button and let’s get started making you a successful entrepreneur.

Who this course is for:

  • Students interested in starting a business
  • Students interested in entrepreneurship

 

 

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Academics Course Marketing SEO

Search Results Web results WordPress SEO Tips and Content Creation Guide

What you’ll learn

  • Discover the ways to rank your WordPress website higher in the search
  • Tips for on-page optimization and off-page optimization for SEO
  • Setup WordPress SEO with Yoast plugin
  • Understand Google Panda and Google Penguin update
  • Link building ways and strategies for better SEO
  • Create great content with iWriter
  • Find the right topics for the content creation

Requirements

  • You should have a blog and WordPress website or plan to have in near future
  • Good to have a basic understanding of WordPress

Description

Search engines are often the biggest source of free traffic for most of the websites. It is important for all WordPress users, business owners, bloggers to make their website and their contents search engine friendly, so that they can maximize traffic.

Google and other search engines use advanced algorithms to understand and rank pages appropriately in search results. But those algorithms aren’t perfect, they still need your help to understand what your content is about. If your content isn’t optimized, then search engines won’t know how to rank it.

This course is the only guide you need to improve your WordPress website SEO 

  • Setup your WordPress website for better SEO
  • Setup Yoast a WordPress SEO plugin
  • Optimization your website contents for better SEO
  • Understand Google Panda and Google Penguin update
  • Link building ways and strategies for better SEO
  • Find the right topics and create great content

Once you have a WordPress website set up, you need to ensure your website is designed for SEO, so I’ll explain how to do this.

In this course, you will discover the top WordPress SEO tips to help you improve your WordPress SEO and get more organic traffic. This course has several actionable steps that you need to take to properly optimize your WordPress SEO.

Installing a good SEO plugin is a must, because it can take good care of numerous SEO aspects of your blog automatically. Setup Yoast SEO plugin, which goes the extra mile to take care of all the technical optimization, it is the first and foremost helps you write better content.

The Google Panda update was the largest ever made by Google and affected 12% of all search engine rankings. Google’s second largest update was in 2012 is referred to as the Penguin update. Understand Google Panda and Penguin updates, which were focused on the quality of SEO and the important of natural link building. Discover the ways to building links and traffic for your site.

This course also guides you to choose the right and hot topics for the content creation. The right topics and the great contents makes it easy for search engines to find all your content. Discover how to create great content with iWriter very easily.

The course is easy enough for a newbie blogger or site owner to follow, yet also advanced enough for well-trained and veteran content creators to benefit from.

Bonus material inside the course will walks you through what’s working best about the WordPress SEO and content creation for big name brands and bloggers today.

We don’t want you to have a disappointment, if you don’t like the course for any reason then you can request for the refund in first 30 days from your purchase.  Also, remember that this course comes with lifetime access to the course, that means you will get access to all the future lectures at FREE of cost.

Thanks for your interest in this course, hope you’re as excited to get started.

Go ahead and click on “Enroll Now” button. See you inside the course…!!

Who is the target audience?

  • This “WordPress SEO Tips and Content Creation Guide” course is for those who want to successfully rank their WordPress website or blog higher in the search
  • The WordPress users, Business owners and bloggers who has a WordPress website or planning to have a one in near future can take this course.

Created by Zac Johnson
Last updated 9/2018
English
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Size: 514.02 MB

 

 

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Development

Universal React with Next.js – The Ultimate Guide

Learn how to make awesome server-rendered React apps with Next.js

What you’ll learn

  • Create amazing server-rendered React apps with NextJS
  • Build projects ranging from fast static sites in NextJS to full-scale apps with a complete Node / Express backend

  • Use the added features of the NextJS framework to improve your React apps

Requirements

  • Basic understanding of React
  • Familiarity with ES6 JavaScript

Description

Do you want to make amazing, performant, and overall better React applications?  Look no further than Next.js.

This course is the best guide you’ll find to learn the Next.js framework. In it, we will be making FOUR complete React / Next.js projects, each from project start to deployment on the web.

Here’s what we’ll be making:

  • A full-stack social media application, built with React.js / Next, a complete Express API, Mongoose / MongoDB, Passport Authentication, and Material UI
  • A Hacker News progressive web app that can run offline and has a perfect (100/100) Lighthouse score
  • A user authentication system which uses signed, secure cookies
  • A portfolio application built as a static site

What will be covered?

  • Cookie Authentication in Next / Getting Cookies from Server and the Client
  • User Authentication with Passport in Next.js
  • Lifecycle Methods like getInitialProps for Fetching Data and User Authentication
  • Protected Routes / Route Guards in Next
  • Next Router, along with Page Prefetching
  • Query Params in Next.js and Custom Routes with Express
  • Integrating Next with a Custom Server Setup Like Express
  • Building APIs with the help of Next
  • Making Progressive Web Apps in Next.js (Web App Manifest and Service Workers)
  • Pagination using Query Params
  • Deploying our projects with Now (both as static sites and Node.js apps)
  • Improving SEO with the help of the custom Head component in Next
  • Custom Error Pages for better Error Handling
  • Custom Pages in Next (_App and _Document)
  • Styling our Apps with Styled-JSX
  • Building impressive user interfaces with Material-UI
  • Integrating CSS-in-JS options like Material-UI with Next.js
  • Snackbar Notifications with Material UI
  • And much more…

Who this course is for:

  • Anyone interested in making better, more performant React apps with NextJS
  • Developers interested in broadening their React skillset
  • React developers interested in the advantages the NextJS framework has to offer

Created by Reed Barger
Last updated 12/2018
English
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Size: 4.28 GB

 

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Development

Building Shopify Themes From Scratch

Master The World’s Largest E-Commerce Platform

What you’ll learn

  • Building Shopify Theme
  • Learn E-Commerce
  • Learn Web Designing
  • Creating Online Store within minutes

Requirements

  • Internet
  • HTML/CSS Basic Skills

Description

Shopify is an e-commerce platform that enables individuals and businesses to create online stores.

Shopify is a one-stop solution for ecommerce, requiring no special software or skills. Find out how to create themes for shopify. Learn to sign up for an account, configure tax and notification settings, set up payment processing and shipping options, and start adding products (digital or physical) to your store. Morten also shows you how to customize the look of your store with Shopify’s themes, and then moves right into processing orders and managing customer accounts. Shopify is a simple, secure solution for most small businesses. Find out how to make it work for yours.

Topics include:

  • What is Shopify?
  • Setting up your account
  • Configuring sales tax
  • Setting up a payment gateway
  • Choosing shipping options
  • Publishing extra pages and blog posts with Shopify
  • Picking a theme
  • Testing the user experience
  • Receiving and processing orders
  • Designing products
  • Creating collection
  • Creating dynamic pages
  • Media products
  • Creating cart system
  • Much more

You will also learn a lot of web designing principles. Shopify developers are earning a lot of money by creating awesome themes.

Shopify theme is the growing area in the themeforest. Learn now and conquer the future.Who this course is for:

  • Anyone interested in Web designing
  • Freelancers

Created by QScutter Tutorials
Last updated 5/2014
English
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Size: 397.36 MB

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Development

How To Hack A Web Application- Security Practices

Learn how to hack website or Web application and how to write secure Web application.

What you’ll learn

  • How to hack web Application
  • How to build secure Application
  • Be good hacker, good tester, or good developer

Requirements

  • If you are hacker or tester you donot need to have any background, i will teach you everything
  • If you are developer you need to know how to write Web App
  • You will need a computer running Microsoft Windows, or Linux, or a Mac running OS X.

Description

This course for anyone who wants to hack web Apps or secure web Apps or test web apps from scratch, We will start by discus fundamentals of web development. Then we will start talking about how to gathering Information on the Target to attack. Then we will learn how to Bypass Restriction and validation of input then how to secure our web Apps from the bypassing process. Then we will talk about a number of attacks such as Query String AttackCookies AttackHidden Field attack, URL Jumping Attack,csrf attack and how to use Session Hijacking to stole user identity. Then we will talk about XSS Attack and how could be used to stole cookies and show ADS or apply pishing, and SQL Injection that could be used to break the Web App database. Then we will talk about Directory Traversal and Denial Of Service. All the practises has real-world exercisesWho is the target audience?

  • Developer who wants to build secure Web App
  • Tester who wants to find holes in Web App
  • Hacker who wants to find holes to break web App

Created by Hussein Al Rubaye
Last updated 11/2018
English
English [Auto-generated]

Size: 1.53 GB

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Development

Modern Responsive Website with CSS3 Flexbox and ES6

Learn how to build BEAUTIFUL responsive websites from SCRATCH using HTML5, CSS, CSS3 Flexbox and Javascript (ES6)

What you’ll learn

  • Be able to create beautiful websites from scratch
  • Make RESPONSIVE websites that look great on all screen sizes
  • Improve HTML5, CSS3 and Javascript skills
  • Make your websites stand out

Requirements

  • Very basic HTML and CSS knowledge would be helpful
  • NO advanced HTML, CSS, or JS knowledge is required
  • Basic text editor of your choice

Description

This course is a part of upcoming collection of courses called Become a Guru, which has a goals of turning students into professional developers, no matter how much of previous experience they have.

In this course:

– You will learn how to code websites from scratch

– You will learn most advanced HTML5, CSS3 and Javascript principles

– You will learn CSS3 Flexbox

– We will make our website look amazing by using Javascript for interaction

– You will learn how to turn your code into Beautiful websites

– We’ll explore free stock image websites

– We’ll be using fonts for our icons in order to make or icons more flexible

– You will learn how to find modern fonts

After this course you will have all skills you need in order to create modern website.

If you are a beginner, this course will turn you into professional.

And if you already have some coding skills, this course will make you even better developer.

Welcome!

Who this course is for:

  • Anyone who wants to learn how to create amazing looking websites
  • Anyone who wants to improve development skills
  • Anyone who wants to learn modern CSS3 (Flexbox) and Javascript (ES6)

Created by Vladica Lapcevic
Last updated 4/2018
English
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Size: 5.55 GB

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Development

Machine Learning In The Cloud With Azure Machine Learning

Introduction to machine learning in the cloud with Azure Machine Learning.

What you’ll learn

  • Learn about Azure Machine Learning
  • Learn about various machine learning algorithms supported by Azure Machine Learning
  • Learn how to build and run a machine learning experiment with real world datasets
  • Learn how to use classification machine learning algorithms
  • Learn how to use regression machine learning algorithms
  • Learn how to expose the Azure ML machine learning experiment as a web service or API
  • Learn how to integrate the Azure ML machine learning experiment API with a web application

Requirements

  • Access to a free or paid account for Azure
  • Basic knowledge about cloud computing and data science
  • Basic knowledge about IT infrastructure setup
  • Desire to learn something new and continuous improvement

Description

The history of data science, machine learning, and artificial Intelligence is long, but it’s only recently that technology companies – both start-ups and tech giants across the globe have begun to get excited about it… Why? Because now it works. With the arrival of cloud computing and multi-core machines – we have enough compute capacity at our disposal to churn large volumes of data and dig out the hidden patterns contained in these mountains of data.

This technology comes in handy, especially when handling Big Data. Today, companies collect and accumulate data at massive, unmanageable rates for website clicks, credit card transactions, GPS trails, social media interactions, and so on. And it is becoming a challenge to process all the valuable information and use it in a meaningful way. This is where machine learning algorithms come into the picture. These algorithms use all the collected “past” data to learn patterns and predict results or insights that help us make better decisions backed by actual analysis.

You may have experienced various examples of Machine Learning in your daily life (in some cases without even realizing it). Take for example

  • Credit scoring, which helps the banks to decide whether to grant the loans to a particular customer or not – based on their credit history, historical loan applications, customers’ data and so on
  • Or the latest technological revolution from right from science fiction movies – the self-driving cars, which use Computer vision, image processing, and machine learning algorithms to learn from actual drivers’ behavior.
  • Or Amazon’s recommendation engine which recommends products based on buying patterns of millions of consumers.

In all these examples, machine learning is used to build models from historical data, to forecast the future events with an acceptable level of reliability. This concept is known as Predictive analytics. To get more accuracy in the analysis, we can also combine machine learning with other techniques such as data mining or statistical modeling.

This progress in the field of machine learning is great news for the tech industry and humanity in general.
But the downside is that there aren’t enough data scientists or machine learning engineers who understand these complex topics.

Well, what if there was an easy to use a web service in the cloud – which could do most of the heavy lifting for us? What if scaled dynamically based on our data volume and velocity?

The answer – is new cloud service from Microsoft called Azure Machine Learning. Azure Machine Learning is a cloud-based data science and machine learning service which is easy to use and is robust and scalable like other Azure cloud services. It provides visual and collaborative tools to create a predictive model which will be ready-to-consume on web services without worrying about the hardware or the VMs which perform the calculations.

The advantage of Azure ML is that it provides a UI-based interface and pre-defined algorithms that can be used to create a training model. And it also supports various programming and scripting languages like R and Python.

In this course, we will discuss Azure Machine Learning in detail. You will learn what features it provides and how it is used. We will explore how to process some real-world datasets and find some patterns in that dataset.

  • Do you know what it takes to build sophisticated machine learning models in the cloud?
  • How to expose these models in the form of web services?
  • Do you know how you can share your machine learning models with non-technical knowledge workers and hand them the power of data analysis?

These are some of the fundamental problems data scientists and engineers struggle with on a daily basis.

This course teaches you how to design, deploy, configure and manage your machine learning models with Azure Machine Learning. The course will start with an introduction to the Azure ML toolset and features provided by it and then dive deeper into building some machine learning models based on some real-world problems

If you’re serious about building scalable, flexible and powerful machine learning models in the cloud, then this course is for you.

These data science skills are in great demand, but there’s no easy way to acquire this knowledge. Rather than rely on hit and trial method, this course will provide you with all the information you need to get started with your machine learning projects.

Startups and technology companies pay big bucks for experience and skills in these technologies They demand data science and cloud engineers make sense of their dormant data collected on their servers  –  and in turn, you can demand top dollar for your abilities.

You may be a data science veteran or an enthusiast – if you invest your time and bring an eagerness to learn, we guarantee you real, actionable education at a fraction of the cost you can demand as a data science engineer or a consultant. We are confident your investment will come back to you many-fold in no time.

So, if you’re ready to make a change and learn how to build some cool machine learning models in the cloud, click the “Add to Cart” button below.

Look, if you’re serious about becoming an expert data engineer and generating a greater income for you and your family, it’s time to take action.

Imagine getting that promotion which you’ve been promised for the last two presidential terms. Imagine getting chased by recruiters looking for skilled and experienced engineers by companies that are desperately seeking help. We call those good problems to have.

Imagine getting a massive bump in your income because of your newly-acquired, in-demand skills.

That’s what we want for you. If that’s what you want for yourself, click the “Add to Cart” button below and get started today with our “Machine Learning In The Cloud With Azure Machine Learning”.

Let’s do this together!

Who this course is for:

  • Data science enthusiasts
  • Software and IT engineers
  • Statisticians
  • Cloud engineers
  • Software architects
  • Technical and non-technical tech founders

Created by TetraNoodle Team, Manuj Aggarwal, Ankit Verma, Ruchika Dare
Last updated 2/2019
English
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Size: 732.80 MB

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Development

Angular 7 Security Masterclass

  • Just some previous knowledge of Angular and Typescript

Description

The course is an Web Application Security Fundamentals Course, where the application will use the Angular/Node stack.

This course covers Angular 6 and all the server code is in Typescript, but the security concepts explained in it are applicable to other technology stacks.

This course uses the Typescript language, and includes an auxiliary Ebook – The Typescript Jumpstart Ebook

We will use several MIT licensed Angular and Node packages from Auth0 (that you could use in your application), and we will also include a demo of how to use Auth0 for doing Application User Management.

Its important to realize that this is NOT an Auth0 specific course. Auth0 will be the source of a couple of open source packages we will use, and will be doing a quick demo of it to show how JWT makes it simple to delegate authentication to a third-party system, which could be developed in-house as well.

Security – A Fundamental Step in a Software Development Career

Security is probably the number one advanced topic that Software Developers are expected to master when going forward in their software development careers.

Security knowledge is hard to come by but its essential for advancing to more senior software development positions, like for example Application Architect or similar.

Learning Web Security Fundamentals, knowing how to design an application for security, and knowing how to recognize and fix security issues is an essential skill for a senior developer.

But the problem is that security knowledge is orthogonal to most other topics and it typically takes years to learn.

The good news is that once you have it, Security knowledge has a much longer shelf live than most software development knowledge in general.

Most of the vulnerabilities and fixes that you will learn in this course were useful 10 years ago, and will (very likely) still be useful 10 years from now – Angular and Node are just an example of one stack, to make the course examples more practical.

Security is seen as something really hard to master – this is actually not the case! Application Security is much more approachable than you might think, depending on how you learn it.

What Is The Best Way To Learn Security in a Fun and Practical Way?

Here is what we will do: we are going to take the skeleton of a running application that has no security yet, and we are going to secure the application step-by-step.

Using a couple of MIT packages from Auth0 (that you would be able to use in any project), we are going to implement the Sign-Up and Login functionality from scratch, and because security cannot be enforced only at the client-side, we will implement both the frontend in Angular and the backend in Node.

As we secure the application, and we are going to periodically attack the application many times during the course, to prove that the vulnerabilities are real!!

By doing so, we will learn along the way the fundamentals of Authentication and Authorization, we will become familiar with common vulnerabilities like Dictionary Attacks, CSRF and others, and we will get familiar with commonly used cryptographic tools like Hashing, Salting, JWT, password storage recommendations and more.

Please don’t be intimidated by these concepts: The focus in this course will not be on the internals of each of the cryptographic tools that we will use, but instead on understanding on a high-level what problems do these tools solve, when to use each and why.

We will also learn how to design our application for security, and we will learn how in many situations application design is ou best defense.

Course Overview

We will start at the beginning: we will see the proper way of doing User Management and Sign Up: we will learn how to store passwords in a database, and we will introduce cryptographic hashes in an approachable way.

Once we have the Sign-Up functionality in place, we will implement Login and understand the need for a temporary identity token. Our first implementation will be stateful login, where the token is kept at the server level.

And at this point we could think we have authentication in place, but we decide to prepare our application for scalability, so we decide to try a JWT (JSON Web Tokens) based approach, because we know that this is what services like Firebase and Auth0 use.

We will use a couple of Auth0 packages to quickly refactor our Login to be JWT based, and learn the advantages of using JWT, and some potential disadvantages as well.

We will then see how its also possible to do Authentication using a third-party JWT-based service like Auth0, effectively removing all authentication logic from both our codebase and our database, and delegating it to a third-party service.

Note that this Auth0-specific part is only a small part of the course, and its main goal is to show how its possible at an enterprise level to delegate authentication to a centralized service, whithout having to introduce direct communication between applications and the centralized authentication service.

This means that if you can’t use Auth0 at your company, you can apply the same design principles and design a JWT-solution that delegates authentication to a centralized server behind the firewall.

We will then cover how to do UI-level role-based functionality in Angular using the Angular Router, and a custom directive for showing or hiding certain parts of the UI depending on the role of the user. We will learn why the Router cannot enforce actual security.

We will also talk about server-side Authorization, and we will implement a commonly needed security-related Admin Level functionality: The Login As User service, that allows an admin to login as any user, to investigate a problem report. We can see why we would need to secure this functionality!

At the end of all these vulnerabilities and security fixes, we will have a well secured application and we will have learned a ton of security-related concepts along the way in a fun and practical way!

What Will you Learn In this Course?

With this course, you will have a rock-solid foundation on Web Application Security Fundamentals, and you will have gained the practical experience of applying those concepts by defending an application from a series of security attacks. You will have done so by actually performing many of the attacks!

You will have learned these concepts in the context of an Angular/Node application, but these concepts are applicable to any other technology stack.

You will learn what built-in mechanisms does Angular provide to defend against security problems, and what vulnerabilities it does NOT defend against and why.

You will be familiar with best practices for password storage, custom authentication service design and implementation, you will know the essentials about cryptographic hashes, be familiar with JWT and several commonly used open source Auth0 packages.

You will be familiar with the following security vulnerabilities: Dictionary attacks, identity token highjacking techniques, the browser same-origin policy, how to combine cookies with JWTs and why, Cross–Site Request Forgery or CSRF, common design vulnerabilities, and more.

You will know common practical solutions for securing both enterprise and public internet applications, such as how to use JWT to delegate authentication to a centralized service, which could be Auth0 or a in-house developed service that follows similar principles.

You will know how to implement UI-level authorization and use client-side constructs like Router guards to implement it and even build your own authorization-related UI directives.

You will also learn about server side authorization, and how to implement a commonly needed backend service that is only accessible to Admins – Login As User.

What Will You Be Able to do at the End Of This Course?

This course could help you take your development career to a more senior level, where the knowledge about web application security is essential and a key differentiating factor.

If you are a private internet business owner or thinking of launching your own platform, this course will contain most of what you need in practice to secure your own online platform in a robust and effective way.

With this course, you will have the knowledge necessary for evaluating many third-party security-related solutions, and you will know where to look for vulnerabilities in your application.

You will be able to understand most application-level vulnerability reports that come out of security audits done by third party companies, and you will be able to understand and fix the most commonly reported problems.

Who this course is for:

  • Angular Developers looking to learn in-depth Web Application Security in the specific context of an Angular Application

Created by Angular University
Last updated 3/2019
English

Size: 1.34 GB

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Automate The Boring Stuff With Python Programming


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A practical programming course for office workers, academics, and administrators who want to improve their productivity.

What Will I Learn?

  • Automate tasks on their computer by writing simple Python programs.
  • Write programs that can do text pattern recognition with “regular expressions”.
  • Programmatically generate and update Excel spreadsheets.
  • Parse PDFs and Word documents.
  • Crawl web sites and pull information from online sources.
  • Write programs that send out email notifications.
  • Use Python’s debugging tools to quickly figure out bugs in your code.
  • Programmatically control the mouse and keyboard to click and type for you.

Requirements

  • No programming experience is required.
  • Downloading and installing Python is covered at the start of the course.
  • Basic computer skills: surfing websites, running programs, saving and opening documents, etc.

Description

If you’re an office worker, student, administrator, or just want to become more productive with your computer, programming will allow you write code that can automate tedious tasks. This course follows the popular (and free!) book, Automate the Boring Stuff with Python.

Automate the Boring Stuff with Python was written for people who want to get up to speed writing small programs that do practical tasks as soon as possible. You don’t need to know sorting algorithms or object-oriented programming, so this course skips all the computer science and concentrates on writing code that gets stuff done.

This course is for complete beginners and covers the popular Python programming language. You’ll learn basic concepts as well as:

  • Web scraping
  • Parsing PDFs and Excel spreadsheets
  • Automating the keyboard and mouse
  • Sending emails and texts
  • And several other practical topics

By the end of this course, you’ll be able to write code that not only dramatically increases your productivity, but also be able to list this fun and creative skill on your resume.

Who is the target audience?

  • Office workers, students, small/home business workers, and administrators would want to improve their productivity.
  • Aspiring software engineers who want to add skills to their programming toolbelt.
  • Computer users who have heard the “learn to code” message, but want practical reasons to learn programming.
  • Experienced Python software engineers can skip the first half of the course, but may find the later parts that cover various third-party modules helpful.
  • While this course doesn’t cover specific devops tools, this course would be useful for QA, devops, and admins who want to learn scripting in Python.

Created by Al Sweigart
Last updated 7/2017
English
English

Size: 2.42 GB

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Python and Flask Bootcamp: Create Websites using Flask!

Description

Welcome to the best online resource for learning how to create websites with Python and Flask!

I’m Jose Portilla and I’ve created this course to help you develop a true understanding of the ins and outs of creating amazing websites with the latest technologies in Python and Flask! I teach over 500,000 students online and I’m happy to get the chance to help others learn the amazing power of programming!

This course will be your complete definitive guide for developing fully functional websites with the Flask web framework. We’ll start with crash courses in the basic front end technologies for HTML, CSS, and Boostrap 4. Once you have a good understanding of the basics of these front end technologies, we’ll begin our journey with Python and Flask. The course includes a complete Python refresher that starts with the very basics and quickly takes you through the advanced features, including functions, decorators, object oriented programming, and more!

Once we understand HTML, CSS, Bootstrap 4, and Python we’re ready to tackle Flask and learn about all the amazing features it has! We’ll create basic landing pages with Flask and Python, then show you how to connect templates to Flask do you can connect your Flask Application to HTML, CSS, and Bootstrap based templates. We’ll also cover how to use the Jinja template engine to directly connect your flask application to your front end files to customize your websites.

Then we’ll learn how to create forms to accept user information, how to save that information to a SQL database, and relay it back to the user.

This course includes a fully complete Social Network project that includes, User Logins, Followers, Authentication, Blueprints, Templates, SQL Databases, and more!

In this course we’ll cover everything you need to know, including:

  • Crash Course on HTML
  • Crash Course on CSS
  • Crash Course on Bootstrap 4
  • Complete Overview of Python 3
  • Utilizing Flask Basics
  • Creating Templates with Flask and Jinja
  • Creating Forms with Flask and WTForms
  • Creating Databases with SQL and connecting them to Flask
  • Structuring Large Flask Applications with Blueprints
  • Creating User Login, Registration, and Authentication
  • Creating Full Applications, including a Social Network Project
  • REST APIs with Flask
  • Accepting Payments with Stripe
  • and much more!

So what are you waiting for? Sign up today and begin your journey to creating amazing websites with the power of programming with Flask and Python!

I will see you inside the course!

Who is the target audience?

  • Anyone wanting to create websites with Flask

Size: 7.28G

 

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Development

Python Django Dev To Deployment

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What you’ll learn

  • Learn Python and it’s core fundamental syntax
  • Build a real estate application using the Django framework & Postgres

  • Learn about apps, templates, models & migrations, admin customization & more

  • Build virtual environments and deploy using Gunicorn and Nginx

Expand all 70 lectures 11:06:09

Requirements

  • Basic web development (HTML, Basic Programming fundamentals)

Description

This is a very practical course where we take a list of requirements from a fictional company to build a real estate application using Django. We will take a basic html/css Bootstrap 4 theme and turn it into a real working application with an admin area to manage resources including property listings, realtors and contact inquiries. We also have a section on learning basic Python syntax

 

What You Will Learn:

  • Basic Python (lists, dictionaries, functions, conditionals, etc)
  • Setup Virtual Environments
  • Install & configure Django
  • Create Django “apps”
  • Postgres Setup (local and remote)
  • Schema planning, models & migration
  • Admin customization
  • Bootstrap integration
  • Full search functionality
  • User Authentication
  • Deploy to Digital Ocean with Gunicorn & Nginx

Who is the target audience?

  • Beginner Python developers that want to build a practical, real world project using the Django framework

Size: 5.55G

 

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Business

Machine Learning Practical: 6 Real-World Applications

Description

So you know the theory of Machine Learning and know how to create your first algorithms. Now what?

There are tons of courses out there about the underlying theory of Machine Learning which don’t go any deeper – into the applications.

This course is not one of them.

Are you ready to apply all of the theory and knowledge to real life Machine Learning challenges?

Then welcome to “Machine Learning Practical”.

We gathered best industry professionals with tons of completed projects behind.

Each presenter has a unique style, which is determined by his experience, and like in a real world, you will need adjust to it if you want successfully complete this course. We will leave no one behind!

This course will demystify how real Data Science project looks like. Time to move away from these polished examples which are only introducing you to the matter, but not giving any real experience.

If you are still dreaming where to learn Machine Learning through practice, where to take real-life projects for your CV, how to not look like a noob in the recruiter’s eyes, then you came to the right place!

This course provides a hands-on approach to real-life challenges and covers exactly what you need to succeed in the real world of Data Science.

There are most exciting case studies including:

●      diagnosing diabetes in the early stages

●      directing customers to subscription products with app usage analysis

●      minimizing churn rate in finance

●      predicting customer location with GPS data

●      forecasting future currency exchange rates

●      classifying fashion

●      predicting breast cancer

●      and much more!

 

All real.

All true.

All helpful and applicable.

And as a final bonus:

In this course we will also cover Deep Learning Techniques and their practical applications.

So as you can see, our goal here is to really build the World’s leading practical machine learning course.

If your goal is to become a Machine Learning expert, you know how valuable these real-life examples really are.

They will determine the difference between Data Scientists who just know the theory and Machine Learning experts who have gotten their hands dirty.

So if you want to get hands-on experience which you can add to your portfolio, then this course is for you.

Enroll now and we’ll see you inside.

Who is the target audience?

  • Data Science and Machine Learning enthusiasts who want to understand how real data science projects look like.
  • Anyone with Machine Learning and Python knowledge who wants to practice their skills
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Business

Machine Learning A-Z: Become Kaggle Master


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Created by Teclov Pvt Ltd

What you’ll learn

  • Master Machine Learning on Python
  • Learn to use MatplotLib for Python Plotting

  • Learn to use Numpy and Pandas for Data Analysis

  • Learn to use Seaborn for Statistical Plots
  • Learn All the Mathmatics Required to understand Machine Learning Algorithms
  • Implement Machine Learning Algorithms along with Mathematic intutions
  • Projects of Kaggle Level are included with Complete Solutions
  • Learning End to End Data Science Solutions
  • All Advanced Level Machine Learning Algorithms and Techniques like Regularisations , Boosting , Bagging and many more included
  • Learn All Statistical concepts To Make You Ninza in Machine Learning
  • Real World Case Studies
  • Model Performance Metrics
  • Deep Learning
  • Model Selection

Requirements

  • Any Beginner Can Start this Course
  • 2+2 knowledge is more than sufficient as we have covered almost everything from scratch.

Description

Want to become a good Data Scientist?  Then this is a right course for you.

This course has been designed by IIT professionals who have mastered in Mathematics and Data Science.  We will be covering complex theory, algorithms and coding libraries in a very simple way which can be easily grasped by any beginner as well.

We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science from beginner to advance level.

We have solved few Kaggle problems during this course and provided complete solutions so that students can easily compete in real world competition websites.

We have covered following topics in detail in this course:

1. Python Fundamentals

2. Numpy

3. Pandas

4. Some Fun with Maths

5. Inferential Statistics

6. Hypothesis Testing

7. Data Visualisation

8. EDA

9. Simple Linear Regression

10. Multiple Linear regression

11. Hotstar/ Netflix: Case Study

12. Gradient Descent

13. KNN

14. Model Performance Metrics

15. Model Selection

16. Naive Bayes

17. Logistic Regression

18. SVM

19. Decision Tree

20. Ensembles – Bagging / Boosting

21. Unsupervised Learning

22. Dimension Reduction

23. Advance ML Algorithms

24. Deep Learning

Who this course is for:

  • This course is meant for anyone who wants to become a Data Scientist

Expand all 257 lectures 36:19:26

 

Size: 13.97G 

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