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ML-AI

This repository is for anyone to self learn their way into the field of Machine Learning and Artificial Intelligence.

If you want to interact with this repository's notebooks, you can open it in Google Colab: Open All Colab

Python

Python is the most widely used language for this field and having an introduction to this is an essential part of anyones learning process.

Link to the module: Python Module

Machine Learning

This folder is a collection of all the major Machine Learning Algorithms that are out there.

Link to the module: Machine Learning Algorithms

Deep Learning

Deep Learning is a rapidly grwoing field and has a huge number of applications in complex problem statements. This folder contains, for now, an introduction to the Pytorch framework and introduces the person to some cool Pytorch functions

Link to the module: Deep Learning

Reinforcement Learning

This folder contains content to give you a slight intuition about the field of reinforcement learning and introduces you to the basic logic behind most RL algorithms

Link to the module: Reinforcement Learning

Challenges

Constantly challenging yourself and applying what you've learnt is a really important aspect of this field. This folder contains challenges to help you apply everything you learn.

Link to the module: Challenges

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