Overview

This foundational guide equips you with the programming and computational tools essential for AI development. Covering Python, algorithms, data structures, and scientific computing, it's designed to build a robust technical base. You'll master NumPy, Pandas, and algorithmic thinking, then explore cutting-edge topics like vector databases and similarity search - all while preparing to build real AI applications. What's Inside? ✔ Python programming and OOP fundamentals ✔ Algorithms: sorting, searching, dynamic programming ✔ Data structures: arrays, trees, graphs, and heaps ✔ NumPy for numerical computing and linear algebra ✔ Pandas for data manipulation and visualization ✔ Vector databases and ANN search techniques ✔ Ethics, testing, and project development Why This Book? Because every AI practitioner needs a solid programming foundation - and this is your complete guide to building it.

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