Deep Learning Fundamentals with Sebastian Raschka
In this course, Sebastian Raschka, a best-selling author and professor, will teach you deep learning (machine learning with deep learning) from the ground up via a course of 10 units with bite-sized videos, quizzes, and exercises. The entire course is free and uses the most popular open-source tools for deep learning.
What will you learn in this course?
- • What machine learning is and when to use it
- • The main concepts of deep learning
- • How to design deep learning experiments with PyTorch
- • How to write efficient deep learning code with PyTorch Lightning
Lightning Bits is a series of brief videos designed to teach beginners how to use tools such as IDEs, Git, and the terminal to better prepare for machine learning and AI projects.
StatQuest with Josh Starmer
StatQuest breaks down complicated Statistics and Machine Learning methods into small, bite-sized pieces that are easy to understand. StatQuest doesn't dumb down the material, instead, it builds you up so that you are smarter and have a better understanding of Statistics and Machine Learning.