Overview

Master advanced Python and build real-world AI systems-from deep learning and LLMs to deployment, optimization, and enterprise AI architecture. Artificial intelligence is no longer just about training models. The real challenge is building AI systems that are scalable, production-ready, and useful in the real world. In Advanced Python for AI and Machine Learning (Mastery Edition), Dr. Liew Voon Kiong takes you beyond theory and shows you how to design, build, optimize, and deploy intelligent systems using Python. This book covers the full journey from deep learning foundations to LLM applications, MLOps, orchestration, performance engineering, and enterprise AI system design. You will learn how to build models with PyTorch, work with transformers and LLMs, develop NLP, computer vision, multimodal, and time-series systems, create end-to-end ML pipelines, and deploy AI with FastAPI, Docker, and scalable production architectures. The book also includes advanced coverage of AI products, portfolio projects, orchestration, system optimization, design patterns, and full enterprise AI integration. What You Will Learn Advanced Python patterns for AI development Deep learning with PyTorch Transformers, LLMs, and Retrieval-Augmented Generation (RAG) NLP, computer vision, multimodal AI, and time-series forecasting MLOps, deployment, and distributed AI systems AI orchestration, optimization, and performance engineering AI system design patterns and enterprise AI architecture Real-World Projects Included AI Chatbot with RAG Fraud Detection System Recommendation Engine Computer Vision Application Document Intelligence System AI Chatbot with Memory Enterprise AI System (End-to-End) Who This Book Is ForThis book is ideal for: Intermediate to advanced Python developers AI engineers and data scientists Software engineers moving into AI Developers who want to build production-ready AI systems If you want to move beyond notebooks and learn how to build AI systems that work in the real world, this book will help you get there.

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