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.