Machine Learning and Artificial Intelligence: A Comprehensive Guide to Understanding and Implementing ML and AI (2023 Beginner Crash Course)

Machine Learning (ML) and Artificial Intelligence (AI) are two of the most popular and rapidly evolving fields in the technology industry. From self-driving cars and personalized recommendation systems to speech recognition and medical diagnosis, ML and AI are transforming the way we live and work.In this book, you'll learn about the fundamental concepts and practical applications of ML and AI. You'll discover how to build, train, and deploy intelligent systems using popular programming languages and frameworks such as Python, TensorFlow, and PyTorch.Here are some of the topics covered in the book: The basics of ML and AI, including supervised and unsupervised learning, deep learning, and neural networks Data preprocessing, feature selection, and dimensionality reduction techniques Model selection, evaluation, and optimization Computer vision and image recognition Natural language processing (NLP) and text analysis Reinforcement learning and game theory Ethical considerations and pote