sillyscript / online-courses-cheatsheet

Online-Courses-Learning

Computer Science

Data Science

• IBM Data Science Professional Certificate - Coursera
  • What is Data Science? - Coursera - Github
  • Open Source tools for Data Science - Coursera - Github
  • Data Science Methodology - Coursera - Github
  • Python for Data Science - Coursera - Github
  • Databases and SQL for Data Science - Coursera - Github
  • Data Analysis with Python - Coursera - Github
  • Data Visualization with Python - Coursera - Github

Machine Learning

• Machine Learning with TensorFlow on Google Cloud Platform - Google Cloud
  • How Google does Machine Learning
  • Launching into Machine Learning
  • Intro to TensorFlow
  • Feature Engineering
  • Art and Science of Machine Learning

Programming Language

• Python Programming Language

  • Python for Everody - University of Michigan - Coursera
    • Programming for Everybody (Getting Started with Python) - Coursera - Github
    • Python Data Structures - Coursera - Github
    • Using Python to Access Web Data - Coursera - Github
    • Using Databases with Python - Coursera - Github
    • Capstone: Retrieving, Processing, and Visualizing Data with Python - Coursera - Github

• Go Programming Language

  • Programming with Google Go - University of California, Irvine - Coursera
    • Getting Started with Go - Coursera - Github
    • Functions, Methods, and Interfaces in Go - Coursera - Github
    • Concurrency in Go - Coursera - Github

• MATLAB Programming Language

  • Introduction to Programming with MATLAB - Vanderbilt University - Coursera - Github

• JavaScript Programming Language

  • Introduction to Computer Programming - University of London - Coursera - Github

Operating System

• Open Source Software Development, Linux and Git - The Linux Foundation - Coursera
  • Open Source Software Development Methods - Coursera - Github
  • Linux for Developers - Coursera - Github
  • Linux Tools for Developers - Coursera - Github
  • Using Git for Distributed Development - Coursera - Github

Mechanical Engineering

• Mechanics of Materials - Georgia Institute of Technology
  • Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading - Coursera - Github
  • Mechanics of Materials II: Thin-Walled Pressure Vessels and Torsion - Coursera - Github

Mathematics

• Calculus: Single Variable - University of Pennsylvania
  • Calculus: Single Variable Part 1 - Functions - Coursera - Github
  • Calculus: Single Variable Part 2 - Differentiation - Coursera - Github
  • Calculus: Single Variable Part 3 - Integration - Coursera - Github
  • Calculus: Single Variable Part 4 - Applications - Coursera - Github

Robotics

• An Introduction to Programming the Internet of Things (IOT) - University of California - Coursera
  • Introduction to the Internet of Things and Embedded Systems - Coursera - Github
  • The Arduino Platform and C Programming - Coursera - Github
  • Interfacing with the Arduino - Coursera - Github
  • The Raspberry Pi Platform and Python Programming for the Raspberry Pi - Coursera - Github
  • Interfacing with the Raspberry Pi - Coursera - Github
  • Programming for the Internet of Things Project - Coursera - Github