‘Whatever Nature has in store for mankind, unpleasant as it may be, men must accept, for ignorance is never better than knowledge.’ — Enrico Fermi

Learn Programming from the Basics of Python to Advanced Machine Learning.

Concept of Mind aims to teach everyone from absolute beginners, who have no prior knowledge of programming, all the way to current developers who are looking to expand their knowledge into more advanced topics such as Deep Reinforcement Learning, Quantum Computing, or Neural Architecture Search. There are no expectations or previous requirements other than a willingness to learn and a bit of individual motivation to keep practicing consistently. All of the programming and educational material including code tutorials and walkthroughs, guides, and hosted workbook examples on Google Colab, PyCharm EDU, and GitHub will be free. I greatly appreciate any and all support, even if it is just sharing these educational articles with your friends.

What You Will Get

A wealth of completely free educational content and in-depth code analysis, programming tutorials, and guides extensively covering:

• Introductory Programming Concepts in Python

• Thorough Python Code Examples with Analysis

• Code Tutorials for Machine Learning Algorithms and Problems

• Code Walkthroughs of Deep Learning Algorithms and Neural Networks

• Topics in Finance, Financial Engineering, and Algorithmic Trading

• Machine Learning Frameworks and Data science Packages such PyTorch, Tensorflow, Scitkit-Learn, Numpy, and Pandas

• Programming Interview Questions in Python and Deep Learning

• Mathematical Theory and Explanation of Machine Learning Topics

• Mathematical Concepts such as Linear Algebra, Calculus, Statistics, Probability, and Geometry

• Topics in Physics, Mechanics, and Autonomous Robotics

• General Concepts in Data Science and Analysis

• Data Structures and Algorithms

• Engineering Project Management