Calculus For AI

Mastering Calculus - Mathematics for Deep learning / Machine learning / Data Science / Data Analysis / AI - Hands On

Learn the core mathematical concepts for machine learning and learn to implement them in R and Python. Artificial Intelligence has gained importance in the last decade with a lot depending on the development and integration of AI in our daily lives. The progress that AI has already made is astounding with innovations like self-driving cars, medical diagnosis and even beating humans at strategy games like Go and Chess.

Mathematical Codebook to Navigate Through the Fast-changing AI Landscape

Mathematical Codebook to Navigate Through the Fast-changing AI Landscape

From Algebra to Probability, and Everything In Between!

Learn the core mathematical concepts, Probability & Statistics for Data Science, Data Analytics, Machine & Deep Learning

This book introduces new models based on R-calculus and theories of belief revision for dealing with large and changing data. It extends R-calculus from first-order logic to propositional logic, description logics, modal logic and logic programming, and from minimal change semantics to subset minimal change, pseudo-subformula minimal change and deduction-based minimal change (the last two minimal changes are newly defined).