1. Key ideas: I basically skim through blog posts and videos from conferences to be aware of key ideas in Machine Learning 2. Fundamentals: Parallelly, I take

1. Key ideas: I basically skim through blog posts and videos from conferences to be aware of key ideas in Machine Learning 2. Fundamentals: Parallelly, I take MOOC course every once in a while to learn fundamental concepts from first principles 3. Implementation: I either use the ideas I learned from (1) and (2) in a work project or write a blog post to make it concrete on my personal blog: https://amitness.com/ https://amitness.com/