Mining Massive Datasets

What you'll learn

• MapReduce systems and algorithms
• Locality-sensitive hashing
• Algorithms for data streams
• PageRank and Web-link analysis
• Frequent itemset analysis
• Clustering
• Computational advertising
• Recommendation systems
• Social-network graphs
• Dimensionality reduction
• Machine-learning algorithms