Think AI

Develop AI based real-world ApplicationsDescription 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 books 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.. The book guides you through the OpenCV toolkit for real-time picture recognition and detection allowing you to work with computer vision. What you will learn ● Work with Jupyter and various Python libraries including scikit-learn NLTK and TF. ● Build and implement ML models and neural networks using TensorFlow and Keras. ● Utilize OpenCV for real-time image processing face detection and face recognition. Who this book is for Whether youre a student newbie or an existing AI developer this book will help you get up to speed with various domains of AI including ML Deep Learning and NLP. Knowing the basics of python and understanding mathematics will be beneficial. Table of Contents 1. Introducing Artificial Intelligence 2. Essentials of Python and Data Analysis 3. Data Preparation and Machine Learning 4. Computer Vision using OpenCV 5. Fundamentals of Neural Networks and Deep Learning 6. Natural Language Processing