What are the most learner-friendly resources for learning about algorithms?

Answer from Alex Kamil

Online resources:

• http://openclassroom.stanford.ed…
• http://www.topcoder.com/tc?modul…
• http://courses.csail.mit.edu/6.0…
• http://news.ycombinator.com/item…
• http://cslibrary.stanford.edu/
• http://algorithms.openmymind.net/
• http://www.cs.uiuc.edu/~jeffe/te…
• http://blog.palantir.com/2011/09…
• http://www.samba.org/~tridge/phd…
• http://www.strchr.com/links
• http://www.cs.sunysb.edu/~skiena…

Introductory textbooks:

• Lafore, Data Structures and Algorithms in Java: http://www.amazon.com/Data-Struc…
• Harris & Ross, Beginning Algorithms: http://www.amazon.com/Beginning-…
• Schaum’s Outline of Data Structures with C++: http://www.amazon.com/Schaums-Ou…
• Sedgewick’s Algorithms in C: http://www.amazon.com/Algorithms…
• Dasgupta, Papadimitriou & Vazirani, Algorithms: http://www.cs.berkeley.edu/~vazi…
• Skiena, The Algorithm Design Manual: http://www.amazon.com/Algorithm-…
• Heineman, Algorithms in a Nutshell: http://www.amazon.com/Algorithms…
• Knuth: http://www.amazon.com/s/ref=nb_s… (just kidding)
• Algorithm Design by Klienber, Tardos – http://www.amazon.com/Algorithm-…

Handbooks

• CLRS: http://www.amazon.com/Introducti…

• Samet, Foundations of Multidimensional and Metric Data Structures, ISBN 0123694469 ,http://www.amazon.com/Foundation…

Other

• What are the best ways for a complete beginner to learn programming?
• Bentley, Programming Pearls: http://www.amazon.com/Programmin…
• Jason Brownlee‘s Clever Algorithms in Ruby: http://www.cleveralgorithms.com/…
• What is the best textbook for data structures and algorithms?
• Programming Challenges: What are some good “toy problems” in data science?
• What are some great general algorithms books other than Knuth, CLRS, or Sedgewick?
• http://news.ycombinator.com/item…
• http://research.swtch.com/
• http://petr-mitrichev.blogspot.com/
• http://stackoverflow.com/questio…
• http://code.google.com/codejam
• http://www.facebook.com/hackercup
• http://inst.eecs.berkeley.edu/~c…
• http://software-carpentry.org/
• Advanced CS Courses: http://the-paper-trail.org/blog/…
• Cracking the Coding Interview: http://www.amazon.com/Cracking-C… by Gayle Laakmann McDowell

Source: http://www.quora.com/What-are-the-most-learner-friendly-resources-for-learning-about-algorithms