How to Become a Deep Learning Expert
In this video you will learn how to level up in your deep learning expertise. I share the path I took, and give you my guidelines on how to think about expertise.
You have to recognize that expertise is a sliding scale, rather than a state of being. Even the deep learning pioneers are learning more each day, and are gaining in expertise over time.
The key is to gradually increase your skills in mathematics and implementing cutting edge solutions at the forefront of deep learning. Always be striving for independence, meaning that you aren’t reliant on documentation or tutorials, and for being able to integrate multiple systems into a solution.
Learn how to turn deep reinforcement learning papers into code:
Deep Q Learning:
Actor Critic Methods:
Curiosity Driven Deep Reinforcement Learning
Natural Language Processing from First Principles:
https://www.udemy.com/course/natural-language-processing-from-first-principles/?couponCode=NLP1-OCT-21Reinforcement Learning Fundamentals
Here are some books / courses I recommend (affiliate links):
Grokking Deep Learning in Motion: https://bit.ly/3fXHy8W
Grokking Deep Learning: https://bit.ly/3yJ14gT
Grokking Deep Reinforcement Learning: https://bit.ly/2VNAXql
Come hang out on Discord here: