PYTHON for AI DEVELOPMENT. A Practical Guide to Machine Learning, Data Science, and Intelligent Systems with Real-World Projects - Sebastian P.J Alexander;Sebastian P.J Alexander

Build the technical foundation every modern AI developer needs.

Python for AI Development: Core Technical Foundation is a practical, beginner-friendly guide designed to help aspiring developers, students, engineers, and tech professionals master the essential skills required for artificial intelligence development using Python.

This book takes you step-by-step through:

Python programming fundamentals for AI

Core data structures and efficient coding practices

Mathematical foundations including linear algebra, probability, statistics, and optimization

Data analysis and preprocessing with real-world workflows

Machine learning concepts and algorithms

Neural network fundamentals

Building, deploying, and monitoring AI applications

Unlike overly theoretical books or shallow tutorials, this guide focuses on practical understanding, real-world development workflows, clear explanations, and complete coding examples that help you build confidence as an AI developer.

Whether you are transitioning into AI, strengthening your programming skills, or preparing for advanced machine learning and deep learning topics, this book provides the strong technical foundation you need.