algorithms_bigdata

Algorithms for BigData Processing and Storage

Materials & Links

• http://grigory.us/big-data-class.html
• Algorithmic Techniques for Massive Data by Alexandr Andoni at Columbia
• Algorithms for Big Data by Jelani Nelson at Harvard
• Algorthms for Modern Data Models by Ashish Goel at Stanford
• Data Mining by Edo Liberty at Yale
• Data Stream Algorithms by Amit Chakrabarti at Dartmouth
• Data Stream Algorithms by Andrew McGregor at UMass Amherst
• Dealing with Massive Data by Sergei Vassilvitskii at Columbia
• Mining Massive Data Sets by Jure Leskovec at Stanford
• Randomized Algorithms for Matrices and Data by Michael Mahoney at Berkeley
• Sublinear Algorithms by Eric Price at UT Austin
• Sublinear Algorithms by Piotr Indyk and Ronitt Rubinfeld at MIT
• Sublinear Algorithms by Sofya Raskhodnikova at Penn State