
Mastering AI with Python: A Beginner's Guide to Machine Learning, Deep Learning, Generative AI, LLMs, and AI Agents
by Ghulam Mustafa
English | 2026 | ASIN: B0GKWT1RTK | 224 Pages | PDF | 70 MB
Artificial Intelligence is transforming every industry, from software and finance to healthcare and automation.
Are you ready to build real AI systems using Python to future-proof your career?
Mastering AI with Python is a comprehensive, beginner-friendly guide written for the modern AI era (2026 and beyond) . It takes you from Python fundamentals to building real-world Machine Learning, Deep Learning, Generative AI, and autonomous AI agents .
This book focuses on learning by building , not just theory. Every concept is reinforced with hands-on projects and practical workflows used in real AI applications.
What You'll Learn Inside:
Getting Started with Python: Master Python fundamentals for AI development and work with the essential Data Science stack, including NumPy, Pandas, and MatDescriptionlib.Artificial Intelligence & Machine Learning : Build and train Machine Learning models with scikit-learn , covering regression, classification, and clustering.Neural Networks & Deep Learning: Dive into modern Deep Learning architectures, including CNNs for image classification and RNNs for text, using TensorFlow and Keras .Generative AI, Transformers, and Large Language Models: Understand the Transformer architecture, master prompt engineering, and generate text and images using GPT models and Hugging Face.Agentic AI, RAG and Autonomous Agents: Build next-generation AI Agents that can plan and act using LangChain , CrewAI , and the Model Context Protocol ( MCP ).Real-World AI Workflows and Projects: Apply your skills to practical projects, including a PDF Q&A Chatbot , customer segmentation, and predictive modeling.
Who This Book Is For:
Beginners with no prior AI experiencePython developers entering machine learning and AIStudents and professionals preparing for AI-related rolesEngineers and technologists seeking a modern AI foundationAnyone who wants a clear, practical, and modern AI roadmap
No prior artificial intelligence or machine learning knowledge is required - just curiosity and a willingness to learn.
What Makes This Book Different:
2026 Ready: Reflects the latest advancements in Agentic AI, LLMs, and the future of intelligence.Accessible Learning: Written specifically for beginners , without oversimplifying.Hands-On Projects: Includes real-world AI projects in every section, from image generation to building a RAG-powered chatbot.Modern AI systems: Deep coverage of LLMs, GenAI, RAG, MCP and Agentic AI.Clear progression : A logical path from fundamentals to real-world AI systems.
By the end of this book, you won't just use AI tools - you'll understand how AI works and how to build it yourself.
Start your journey into Artificial Intelligence today!
This book is ideal for self-learners, career switchers, and developers who want to confidently move into AI and Generative AI roles.
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