AI Programming Foundations: Python, Data Structures, Algorithms, Scientific Computing (NumPy, Pandas), and Vector Databases
Paperback or Softback 00178 pages Jul 05, 2025
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Independently Published
AI Programming Foundations: Python, Data Structures, Algorithms, Scientific Computing (NumPy, Pandas), and Vector Databases
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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.
- Author:
- Axionics Ltd
- Publisher:
- Independently Published
- Publication Date:
- Jul 05, 2025
- Number of pages:
- 00178 pages
- Binding:
- Paperback or Softback
- ISBN-10:
- NA
- ISBN-13:
- 9798291198322