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Course Overview 0
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Description 0
What you’ll Learn:
Key issues in big data management and its associated applications for business decisions and strategy.
Develop problem solving and critical thinking skills in fundamental enabling techniques like Hadoop, Mapreduce and NoSQL in big data analytics.
Interpret business models and scientific computing paradigms.
Perspectives of big data analytics in various applications.
This course provides an overview of an exciting growing field of big data analytics. Also, it maps the learner through introduction to programming skills to build simple solutions using big data technologies.
Fundamental techniques and principles in achieving big data analytics with scalability and streaming capability.
Join in to learn Big Data Analytics , equally important from the academic as well as real-world knowledge.
Modules Covered:
Introduction to Big Data and Hadoop.
Hadoop HDFS and MapReduce
NoSQL
Mining Data Streams
Finding similar and clustering
Real-Time Big Data modelsNo items in this section -
Introduction to Big Data and Hadoop 3
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Introduction to Big Data Analytics 07 minLecture3.1
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Introduction to Hadoop Part #1 10 minLecture3.2
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Introduction to Hadoop Part #2 10 minLecture3.3
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Hadoop HDFS and Map Reduce 2
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Introduction to MapReduce 11 minLecture4.1
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Matrix Multiplication 16 minLecture4.2
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NoSql 1
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Introduction to No SQL Database 08 minLecture5.1
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Mining Data Streams 3
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Bloom Filtering 18 minLecture6.1
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Flajolet Martin Algorithm 14 minLecture6.2
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DGIM algorithm (Datar-Gionis-Indyk-Motwani Algorithm) 09 minLecture6.3
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Finding Similar Items and Clustering 9
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Distance Measure 09 minLecture7.1
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Euclidean Distance 08 minLecture7.2
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Jaccard Distance 06 minLecture7.3
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Cosine Distance 07 minLecture7.4
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Edit Distance 10 minLecture7.5
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Hamming Distance 05 minLecture7.6
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Cure Algorithm 11 minLecture7.7
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Random Sampling 18 minLecture7.8
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PCY Algorithm(Park , Chen , Yu ) 20 minLecture7.9
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Real Time Big Data Model 4
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Collaborative Filtering 20 minLecture8.1
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Authority and hub 21 minLecture8.2
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Dead Ends 04 minLecture8.3
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Clique and Community 14 minLecture8.4
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Notes 6
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good