AI has become the driving force behind innovation in almost every field — from healthcare and education to business and communication. In today’s fast-changing world, learning AI is no longer optional; it is a necessity for anyone who wants to stay ahead in the digital age. Python, with its simplicity and vast library support, makes this journey both enjoyable and practical.
This new edition takes you step by step into the world of AI, ML, and deep learning. You will learn how to preprocess and visualize data, perform feature engineering, and implement ML algorithms from scratch. The book further guides you through natural language processing with NLTK, building chatbots, developing image classifiers with CNNs, and improving model performance through fine-tuning and optimization.
By the end of this book, you will be confident in handling data, building intelligent systems, and deploying real-world AI applications using Python. Whether you are a student, a working professional, or a tech enthusiast, this book will equip you with the right skills and practical knowledge to begin your journey as an AI practitioner.
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