Programming Algorithms & Data Structures

An list of well recognized and revered books on programming algorithms, data structures, problem solving and programming challenges.

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1	Introduction to Algorithms by Thomas H. Cormen 4.35 avg rating — 9,249 ratings score: 499, and 5 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
2	The Art of Computer Programming, Volumes 1-4A Boxed Set by Donald Ervin Knuth 4.74 avg rating — 235 ratings score: 200, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	Algorithms to Live By: The Computer Science of Human Decisions by Brian Christian (Goodreads Author) 4.13 avg rating — 34,318 ratings score: 197, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	Algorithms by Robert Sedgewick 4.42 avg rating — 1,813 ratings score: 196, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching, Third Edition by Robert Sedgewick 4.13 avg rating — 130 ratings score: 194, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	Algorithm Design by Jon Kleinberg 4.17 avg rating — 648 ratings score: 194, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	Algorithms Unlocked by Thomas H. Cormen 4.16 avg rating — 431 ratings score: 193, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
8	Algorithms by Jeff Erickson 4.57 avg rating — 60 ratings score: 191, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
9	The Algorithm Design Manual by Steven S. Skiena (Goodreads Author) 4.34 avg rating — 2,671 ratings score: 190, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
10	The Algorithm Design Manual by Steven S. Skiena (Goodreads Author) 4.34 avg rating — 2,671 ratings score: 189, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	Algorithms Illuminated (Part 1): The Basics by Tim Roughgarden (Goodreads Author) 4.41 avg rating — 222 ratings score: 179, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
11	Algorithms Illuminated (Part 2): Graph Algorithms and Data Structures by Tim Roughgarden (Goodreads Author) 4.50 avg rating — 116 ratings score: 179, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
13	Algorithms in a Nutshell: A Practical Guide by George T. Heineman 3.87 avg rating — 378 ratings score: 177, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Java Concurrency in Practice by Brian Goetz 4.48 avg rating — 2,894 ratings score: 100, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Probabilistic Data Structures and Algorithms for Big Data Applications by Andrii Gakhov (Goodreads Author) 4.30 avg rating — 20 ratings score: 100, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Algorithms Illuminated (Part 4): Algorithms for NP-Hard Problems by Tim Roughgarden (Goodreads Author) 4.39 avg rating — 23 ratings score: 100, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
14	Taxonomy of the most commonly used Machine Learning Algorithms by Murat Durmus (Goodreads Author) 4.33 avg rating — 6 ratings score: 100, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	Design Patterns: Elements of Reusable Object-Oriented Software by Erich Gamma 4.20 avg rating — 11,852 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han 3.90 avg rating — 411 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	Hello World: Being Human in the Age of Algorithms by Hannah Fry 4.11 avg rating — 11,562 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
18	Algorithms Illuminated (Part 3): Greedy Algorithms and Dynamic Programming by Tim Roughgarden (Goodreads Author) 4.50 avg rating — 64 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
22	Algorithms by Sanjoy Dasgupta 4.24 avg rating — 476 ratings score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
22	Effective Java : Programming Language Guide by Joshua Bloch 4.51 avg rating — 8,033 ratings score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
22	An Introduction to Data Structures With Applications (McGraw-Hill Computer Science Series) by Jean-Paul Tremblay 3.97 avg rating — 176 ratings score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
25	Thinking in Java by Bruce Eckel 4.15 avg rating — 2,218 ratings score: 97, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
25	Data Structures and Algorithms by Alfred V. Aho 3.93 avg rating — 243 ratings score: 97, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
27	Refactoring: Improving the Design of Existing Code by Martin Fowler 4.24 avg rating — 8,780 ratings score: 96, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
27	Introduction to Algorithms by Thomas H. Cormen 4.35 avg rating — 9,249 ratings score: 96, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
27	Data Structures and Algorithms in Python by Michael T. Goodrich 4.19 avg rating — 162 ratings score: 96, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
30	Advanced Algorithms and Data Structures by Marcello La Rocca 4.49 avg rating — 41 ratings score: 95, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
31	DATA STRUCTURES & ALGORITHMS by Alfred V. Aho 3.93 avg rating — 243 ratings score: 93, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
32	Design and Analysis of Computer Algorithms, The by Alfred V. Aho 3.87 avg rating — 100 ratings score: 92, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
33	Computational Geometry: Algorithms and Applications by Mark de Berg 4.17 avg rating — 168 ratings score: 90, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
34	Approximation Algorithms by Vijay V. Vazirani 4.20 avg rating — 56 ratings score: 89, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
35	Randomized Algorithms by Rajeev Motwani 4.18 avg rating — 51 ratings score: 88, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
36	Introduction to the Analysis of Algorithms, An by Robert Sedgewick 3.96 avg rating — 49 ratings score: 87, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
37	Computational Geometry: Algorithms and Applications by Mark de Berg 4.17 avg rating — 168 ratings score: 86, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
38	Introduction to the Design and Analysis of Algorithms by Anany V. Levitin 3.88 avg rating — 228 ratings score: 85, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
39	Algorithmic Puzzles by Anany V. Levitin 4.14 avg rating — 175 ratings score: 84, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
40	Introduction to Algorithms: A Creative Approach by Udi Manber 4.34 avg rating — 142 ratings score: 83, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
41	Programming Challenges: The Programming Contest Training Manual by Steven S. Skiena (Goodreads Author) 4.07 avg rating — 128 ratings score: 80, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
42	An Introduction to Parallel Algorithms by Joseph Jaja 3.72 avg rating — 18 ratings score: 79, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
43	Data Structures, Algorithms, and Applications in C++ by Sartaj Sahni 3.62 avg rating — 63 ratings score: 78, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars