Module 2: Machine Learning and Deep Learning

In this module, you will learn about:

      Section 2.1 - The Types of Machine Learning
      Section 2.2 - Developing a Machine Learning Model 
      Section 2.3 - Discovering the Depths of Deep Learning
      Section 2.4 - Deep Learning Application to Large Language Models (LLMs)

Previously, we introduced the basics of AI and differentiated between AI and generative AI. We explored the history of AI and the three different types of AI. Additionally, we touched on the difference between AI, Machine Learning, and Deep Learning and explored where Generative AI falls within these categories. Moving forward, the focus of this module is to better understand when to utilize Machine Learning or Deep Learning algorithms. We will first take a look at the ways in which an AI learns, and then dive deeper into Machine Learning and Deep Learning. We will finally explore Large Language models, a deep learning model that can perform Natural Language Processing tasks.