A Programmer’s Guide to Data Mining
The Ancient Art of the Numerati
Designed specifically for programmers, A Programmer’s Guide to Data Mining offers a practical introduction to essential data mining techniques. Through interactive exercises and clear explanations, you’ll gain the skills to leverage data for real-world applications. Recommended for: Programmers who want to expand their skillset and delve into the world of data mining. [...]
Artificial Intelligence
Foundations of Computational Agents
Written by professors David Poole and Alan Mackworth, this comprehensive textbook from Cambridge University Press, spanning over 680 pages, presents artificial intelligence through the framework of designing intelligent computational agents. Recommended for: Undergraduate and graduate students studying AI Courses, computer science and related fields. Suitable for students with some programming background. Beginner [...]
Database Design
This open textbook presents a complete guide to database design principles and practice. It aims to equip students and professionals with skills to develop robust, maintainable database systems using the relational model. The textbook covers fundamental concepts and advances to modeling, normalization, transactions and administration. Practical exercises reinforce learning. Recommended for: Beginner [...]
Open Data Structures
An Introduction
This textbook teaches classical open data structures like stacks, queues, priority queues, dictionaries, ordered dictionaries and graphs using Java code examples. It provides rigorous yet accessible explanations of algorithmic concepts and data structure implementations to serve as a reusable textbook enabling independent study. Detailed Overview The content covers basic algorithm analysis and [...]