Название: Python for AI and Data Science: Real-World Projects: A Practical Guide for Beginners and Developers to Create Machine Learning Models, LLM Apps, Data Analysis Workflows, and Deploy AI Systems
Автор: Alvin O. White
Издательство: Independently published
Год: 2026
Страниц: 475
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Build real AI systems with Python—not just notebooks that never leave your laptop. This hands-on guide shows you how to design, train, and deploy practical Machine Learning and LLM-powered applications from start to finish.

Python for AI and Data Science: Real-World Projects is a practical, project-driven guide for beginners and developers who want to build modern AI systems that actually work in real environments. Instead of focusing on theory alone, this book walks you through creating Machine Learning models, data analysis pipelines, and production-ready AI applications using current tools and best practices. Each chapter is concise, focused, and designed to help you gain usable skills quickly.

You’ll learn how to clean and analyze data, build regression and classification models, implement neural networks with PyTorch, and develop natural language processing systems. The book then moves beyond experimentation into real-world implementation, showing how to integrate models into applications, work with APIs, build LLM-powered tools, and deploy AI systems using modern Python frameworks. By the end, you will have a portfolio of complete, working projects that demonstrate professional-level AI and Data Science skills.

A useful way to understand Python for AI and Data Science is to immediately build something that reads real data, analyzes it, and produces a meaningful result. This chapter establishes a working environment and a practical workflow you will use throughout the book. By the end, you will run your first data pipeline, understand how modern AI projects are structured, and prepare your system for building real machine learning and LLM applications. Everything here is focused on writing clean, reliable, and production-ready Python code from the start.

Key Benefits:

Step-by-step real-world projects covering machine learning, deep learning, NLP, and LLM apps
Clear, beginner-friendly explanations with complete and working Python code
Modern tools and workflows aligned with current AI and data science practices
Practical guidance on deploying models and building production-ready systems
Portfolio-ready applications to showcase your skills to employers or clients

Alvin O. White writes practical, developer-focused technology books that emphasize clarity, modern tools, and real-world application. His work helps readers build skills they can immediately apply in professional environments.

If you’re ready to move beyond tutorials and start building real AI systems with Python, this book will guide you from your first model to fully deployed applications. Get your copy today and start creating AI projects that deliver real results.

Contents: