Archives: Library

Essential Calculus Skills Practice Workbook with Full Solutions
The book places a special emphasis on polishing essential calculus skills integral to data science and machine learning. Link: Essential Calculus Skills Practice Workbook with Full Solutions This book is suitable for intermediate learners 
Differential Calculus for Beginners
This highestrated math textbook is ideal for beginners to conduct their own experiments and investigations, making it useful for developing the skills and curiosities. Link: Differential Calculus for Beginners This book is suitable for beginners 
PreCalculus – Barron’s Math 360
This book is suitable for absolute beginners to learn the basic math concepts to become equipped to learn advanced topics. Link: PreCalculus – Barron’s Math 360 We recommend this book for beginners 
Essential Math for Data Science
This book is the undisputed perfect 101 math for python programmers to learn mathematical concepts for data science, like calculus, linear algebra, statistics, and machine learning science. Link: Essential Math for Data Science This book is suitable for experienced Python programmers. 
Linear Algebra And Its Applications
This book provides the most thorough introductions to complicated concepts in linear algebra with applications and comes with intimate knowledge of key research. Link: Linear Algebra And Its Applications We recommend it for intermediate learners 
Introduction to Linear Algebra
Considered by many to be the de facto Linear Algebra textbook for beginners to learn the essential concepts for data science. It gives both a general context and knowledge regarding the mathematical foundation of Data Science. Link: Introduction to Linear Algebra We recommend this book for beginners