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Пройти курс Mining Massive Datasets на Coursera
In the next seven weeks, we will present to you many of the important tools for extracting information from very large datasets. Each week there will be a number of videos to watch, and one or more homeworks to do.
Критерій завершення
Получен Statement of Accomplishment
Особисті ресурси
Время
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Week 1
MapReduce
Link Analysis -- PageRank
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Week 2
Locality-Sensitive Hashing -- Basics + Applications
Distance Measures
Nearest Neighbors
Frequent Itemsets -
Week 3
Data Stream Mining
Analysis of Large Graphs
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Week 4
Recommender Systems
Dimensionality Reduction
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Week 5
Clustering
Computational Advertising
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Week 6
Support-Vector Machines
Decision Trees
MapReduce Algorithms -
Week 7
More About Link Analysis -- Topic-specific PageRank, Link Spam.
More About Locality-Sensitive Hashing
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Week 8
Catch up week
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Week 9
Finals open Monday, March 30, 00:01AM and close Sunday April 5, 11:59PM.
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