Machine Learning Introduction – Complete Class Notes | AI Engineer Boot Camp 1. Introduction to Machine Learning Machine Learning (ML) is one of the most important subfields of Artificial Intelligence (AI). It plays a significant role in the recent advancement of AI technologies. In this lesson, we will learn what Machine Learning is, how it…

Class Notes: Metadata in Artificial Intelligence (AI) Topics: Artificial Intelligence, Machine Learning, Data Management, Structured Data, Unstructured Data, Metadata 1. Introduction The rapid advancement of Artificial Intelligence (AI) in recent years is largely driven by the rapid digitalization of our lives and the enormous growth in the amount of data being generated. Today, almost every…

Class Notes: Labeled Data vs Unlabeled Data in Artificial Intelligence Generative AI | Artificial Intelligence | Machine Learning | Data Preparation 1. Introduction In Artificial Intelligence (AI), data plays a crucial role in training Machine Learning (ML) models. Before developing an AI model, we need to collect and prepare the data that the model will…

MNIST Dataset Explained: How Computers Learn to Recognize Handwritten Digits | Complete AI & Machine Learning Class Notes 1. Introduction to the MNIST Dataset Welcome to this lesson on Data Representation and Machine Learning. The MNIST dataset is one of the most popular beginner-friendly datasets used to learn Machine Learning. It is often called the…

Data in Generative AI: Structured Data vs. Unstructured Data – Complete Class Notes 1. Introduction to Data in Artificial Intelligence Data is one of the most important ingredients required to develop an Artificial Intelligence (AI) model. AI systems rely on data to identify patterns, learn relationships, generate predictions, and produce useful outputs. In this lesson,…