data_science.md

Data Science

This file contains resources to learn about Data Science and its sub fields.

• Machine Learning
• Computer Vision
• Deep Learning
• Natural Language Processing
• Reinforcement Learning

Computer Vision

Computer Vision with OpenCV Library Using Python

This is a free tutorial designed for those who want to learn how to use the OpenCV library, make image face detection programs and learn how to use different tools of image filtering with the OpenCV library.

Website - https://www.udemy.com/course/pythoncv/

Deep Learning

Neural Networks by 3Blue1Brown

A playlist containing 4(four) videos about neural networks and their working. It gives a mathematical intution about neural networks and concepts like Gradient Descent and Backpropogation.

Website - https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi

Machine Learning

Machine Learning from Coursera by Stanford University

This is an amazing tutorial if you are thinking to get started with machine learning. It will give you the intution about how actually Machine Learning works.

Website - https://www.coursera.org/learn/machine-learning

Natural Language Processing

Natural Language Processing from Coursera

This is the tutorial which help you to get started with Natural Language Processing. It will help you to take your machine learning skills a level up.

Website - https://www.coursera.org/learn/language-processing