Algorithms & Datastructures

• Algorithms and Data-Structures (PDF)

• Algorithms (draft)

• Algorithms Course Materials - Jeff Erickson

• Algorithms, 4th Edition - Robert Sedgewick and Kevin Wayne

• Binary Trees (PDF)

• Clever Algorithms

• Data Structures and Algorithms: Annotated Reference with Examples

• The Algorithm Design Manual

• LEDA: A Platform for Combinatorial and Geometric Computing

• Planning Algorithms

• Linked List Basics (PDF)

• Linked List Problems (PDF)

• Purely Functional Data Structures (PDF)

• The Great Tree List Recursion Problem (PDF)

• Matters Computational

• Algorithmic Graph Theory

• Foundations of Computer Science - Al Aho and Jeff Ullman

• A Field Guide To Genetic Programming

• The Art of Computer Programming - Donald Knuth

• Algorithms for Programmers: Ideas and Source Code (PDF)

• Sequential and parallel sorting algorithms

• Text Algorithms (PDF)

• Algorithms and Complexity (PDF)

• The Design of Approximation Algorithms (PDF)

• Lectures Notes on Algorithm Analysis and Computational Complexity (Fourth Edition), University of North Texas (PDF)

• Problems on Algorithms (Second Edition), University of North Texas (PDF)

• Algorithms and Automatic Computing Machines (1963) - B. A. Trakhtenbrot

• Analysis and Design of Algorithms - Sandeep Sen, IIT Delhi

• Animated Algorithm and Data Structure Visualization (Resource)

• Clever Algorithms

• CS Unplugged: Computer Science without a computer

• Data Structures - Prof. Subhashis Banerjee, IIT Delhi

• Data Structures (Into Java) - Paul N. Hilfinger (PDF)

• Data Structures and Algorithms: Annotated Reference with Examples - G. Barnett and L. Del Tongo (PDF)

• Elementary Algorithms - Larry LIU Xinyu

• Handbook of Graph Drawing and Visualization

• Lectures Notes on Algorithm Analysis and Computational Complexity (Fourth Edition) - Ian Parberry

• Open Data Structures: An Introduction - Pat Morin

• Think Complexity (PDF)

• Computational and Inferential Thinking. The Foundations of Data Science

• Advanced Data Analysis from an Elementary Point of View

 

Databases

• Database Fundamentals (PDF)

• Foundations of Databases

• The Theory of Relational Databases

• Big Data Now: Current Perspectives from O'Reilly Radar

• Database Explorations (PDF)

• Databases, Types, and The Relational Model: The Third Manifesto (PDF)

• Readings in Database Systems, 5th Ed.

• Temporal Database Management - Christian S. Jensen

• What is Database Design, Anyway?

 

Datamining

• Mining of Massive Datasets

• A Programmer's Guide to Data Mining (Draft) - Ron Zacharski

• Theory and Applications for Advanced Text Mining

• Internet Advertising: An Interplay among Advertisers, Online Publishers, Ad Exchanges and Web Users (PDF)

• Data Mining Algorithms In R

• Introduction to Data Science - Jeffrey Stanton

• School of Data Handbook

• Data Jujitsu: The Art of Turning Data into Product

• Introduction to Data Science - Jeffrey Stanton​