Naik S. Think AI. Explore the Flavours of Machine Learning 2022

Textbook in PDF format

"Think AI" is a rapid-learning book that covers a wide range of Artificial Intelligence topics, including Machine Learning, Deep Learning, Computer Vision, and Natural Language Processing. Most popular Python libraries and toolkits are applied to develop intelligent and thoughtful applications. With a solid grasp of python programming and mathematics, you may use this book's statistical models and AI algorithms to meet AI needs and data insight issues. Each chapter in this book guides you swiftly through the core concepts and then directly to their implementation using Python toolkits. This book covers the techniques and skill sets required for data collection, pre-processing, installing libraries, preparing data models, training and deploying the models, and optimising model performance.
Introducing Artificial Intelligence
Essentials of Python and Data Analysis
Data Preparation and Machine Learning
Computer Vision Using OpenCV
Fundamentals of Neural Networks and Deep Learning
Natural Language Processing
Index