Web Intelligence and Big Data (coursera)

Web Intelligence and Big Data

(Spring 2013)

Look

• Big Data and Search
• Indexing, PageRank and Memory

Listen

• Information, Language and Classifiers
• Analyzing Sentiment and Intent

Load

• Big data technology, MapReduce
• Databases and their evolution
• Large scale Graph Databases

Learn

• Learning: Clustering, Mining, Machine Learning and its Limits
• Information Extraction

Connect

• Reasoning: Logic and its Limits
• Dealing with Uncertainty
• Programming HW6: Medical Diagnostics

Predict

• Hierarchical Reasoning
• Predictive Analytics in Business