Advanced Python for AI & Machine Learning (Mastery Edition): Build Scalable AI Systems, LLM Applications, and Production-Ready Solutions - Tapa blanda

Sinopsis

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.

• 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

• 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)

This 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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