Mastering the Essentials – AI Fundamentals
In this chapter, we will expand upon the foundational knowledge introduced in the first chapter. This chapter aims to provide a thorough understanding of vital AI principles within the context of web development. Using practical examples and engaging exercises, you will not only comprehend the core principles, techniques, and terminology integral to AI but also learn how to apply these principles in real-world situations. Our aim is to empower you with AI proficiency, equipping you to make data-informed decisions, leverage machine learning basics, comprehend the complexities of Natural Language Processing (NLP) and language model learning, navigate neural networks, and demystify Computer Vision (CV). By acquiring this knowledge, you will possess the necessary tools to flourish in the continuously evolving landscape of AI.
In this chapter, we’re going to cover the following main topics:
- AI fundamentals – a deep...
