Big Data Computing

Big Data Computing

IIT Kanpur July 2018 via YouTube Direct link

noc19-cs33 Lecture 3-Hadoop Stack For Big Data

4 of 35

4 of 35

noc19-cs33 Lecture 3-Hadoop Stack For Big Data

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Classroom Contents

Big Data Computing

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  1. 1 noc19-cs33-Introduction-Big Data Computing
  2. 2 noc19-cs33 Lecture 1-Introduction to Big Data
  3. 3 noc19-cs33 Lecture 2-Big Data Enabling Technologies
  4. 4 noc19-cs33 Lecture 3-Hadoop Stack For Big Data
  5. 5 noc19-cs33 Lec 04-Hadoop Distributed File System (HDFS)
  6. 6 noc19-cs33 Lec 05-Hadoop MapReduce 1.0
  7. 7 noc19-cs33 Lec 06-Hadoop MapReduce 2.0 (Part-I)
  8. 8 noc19-cs33 Lec 07-Hadoop MapReduce 2.0 (Part-II)
  9. 9 noc19-cs33 Lec 08-MapReduce Examples
  10. 10 noc19-cs33 Lec 09-Parallel Programming with Spark
  11. 11 noc19-cs33 Lec 10-Introduction to Spark
  12. 12 noc19-cs33 Lec 11-Spark Built-in Libraries
  13. 13 noc19-cs33 Lec 12-Design of Key-Value Stores
  14. 14 noc19-cs33 Lec 13 Data Placement Strategies
  15. 15 noc19-cs33 Lec 14 CAP Theorem
  16. 16 noc19-cs33 Lec 15 Consistency Solutions
  17. 17 noc19-cs33 Lec 16 Design of Zookeeper
  18. 18 noc19-cs33 Lec 17 CQL (Cassandra Query Language)
  19. 19 noc19-cs33 Lec 18 Design of HBase
  20. 20 noc19-cs33 Lec 19 Spark Streaming and Sliding Window Analytics (Part-I)
  21. 21 noc19-cs33 Lec 20 Spark Streaming and Sliding Window Analytics (Part-II)
  22. 22 noc19-cs33 Lec 21 Sliding Window Analytics
  23. 23 noc19-cs33 Lec 22 Introduction to Kafka
  24. 24 noc19-cs33 Lec 23 Big Data Machine Learning (Part-I)
  25. 25 noc19-cs33 Lec 24 Big Data Machine Learning (Part-II)
  26. 26 noc19-cs33 Lec 25 Machine Learning Algorithm K-means using Map Reduce for Big Data Analytics
  27. 27 noc19-cs33 Lec 26 Parallel K-means using Map Reduce on Big Data Cluster Analysis
  28. 28 noc19-cs33 Lec 27 Decision Trees for Big Data Analytics
  29. 29 noc19-cs33 Lec 28 Big Data Predictive Analytics (Part-I)
  30. 30 noc19-cs33 Lec 29 Big Data Predictive Analytics (Part-II)
  31. 31 noc19-cs33 Lec 30 Parameter Servers
  32. 32 noc19-cs33 Lec 31 PageRank Algorithm in Big Data
  33. 33 noc19-cs33 Lec 32 Spark GraphX & Graph Analytics (Part-I)
  34. 34 noc19-cs33 Lec 33 Spark GraphX & Graph Analytics (Part-II)
  35. 35 noc19-cs33 Lec 34 Case Study: Flight Data Analysis using Spark GraphX

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