Financial Analysis - Build a ChatGPT Pairs Trading Bot - What Order Should I Take Your Courses In? (Part 2)

The video explores various machine learning courses, focusing on deep learning applications in NLP, reinforcement learning, supervised and unsupervised learning, and advanced models like GANs. It highlights the importance of prerequisites and the relationships between different learning paths, emphasizing the complexity and interconnectivity of machine learning concepts.

What is cluster analysis and how does it relate to unsupervised learning?

What role does the expectation maximization algorithm play in both cluster analysis and HMMs?

Explain the significance of the Markov assumption in Hidden Markov Models (HMMs).

How does the basic NLP course build upon the principles of supervised machine learning?