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Download V2 Maestros - Big Data Analytics with Apache Spark and Python

V2 Maestros Big Data Analytics with Apache Spark and Python

Name

V2 Maestros - Big Data Analytics with Apache Spark and Python

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Total Size

2.0 GB

Total Files

47

Hash

391D091C151A97E123A84DA07A66627A77F8C05F

/01 Introduction/

001 About the course.mp4

19.0 MB

002 About V2 Maestros.mp4

4.6 MB

003 Resource Bundle.html

1.0 KB

/02 Overview/

009 Installing Spark and Setting up for Python.mp4

79.6 MB

004 Map Reduce - Example.mp4

76.1 MB

003 Map Reduce - How it works.mp4

42.8 MB

002 HDFS Architecture.mp4

34.4 MB

006 What is Spark.mp4

32.4 MB

008 Spark Architecture - Part 2.mp4

30.0 MB

007 Spark Architecture - Part 1.mp4

28.7 MB

001 Hadoop Overview.mp4

22.7 MB

005 Hadoop Stack.mp4

8.8 MB

/03 Programming with Spark/

005 Python - Spark Programming Examples 2.mp4

110.3 MB

004 Python - Spark Programming examples 1.mp4

98.5 MB

002 Spark Actions.mp4

41.5 MB

001 Spark Transformations.mp4

25.9 MB

003 Advanced Spark Programming.mp4

19.0 MB

/04 Spark SQL/

002 Python - Spark SQL Examples.mp4

103.7 MB

001 Spark SQL Overview.mp4

22.8 MB

/05 Spark Streaming/

002 Python - Spark Streaming examples.mp4

114.4 MB

001 Streaming with Apache Spark.mp4

36.8 MB

/06 Real time Data Science/

007 Types of Learning.mp4

38.0 MB

002 The Dataset.mp4

27.2 MB

006 Types of Analytics.mp4

27.0 MB

003 Learning from relationships.mp4

26.1 MB

004 Modeling and Prediction.mp4

24.1 MB

005 Data Science Use Cases.mp4

24.0 MB

001 Basic Elements of Data Science.mp4

22.0 MB

008 Doing Data Science in real time with Spark.mp4

13.2 MB

/07 Machine Learning with Spark/

004 Spark Use Case Linear Regression.mp4

132.1 MB

006 Spark Use Case Decision Trees Classification.mp4

103.3 MB

014 Spark Use Case K-Means.mp4

98.7 MB

009 Python Use Case Random Forests PCA.mp4

94.1 MB

012 Spark Use Case Naive Bayes TF-IDF.mp4

54.2 MB

011 Naive Bayes Classification.mp4

52.9 MB

017 Real Time Twitter Data Sentiment Analysis.mp4

47.4 MB

003 Linear Regression.mp4

47.2 MB

016 Spark Use Case Collaborative Filtering.mp4

37.0 MB

002 Analyzing Results and Errors.mp4

32.8 MB

010 Text Preprocessing with TF-IDF.mp4

32.1 MB

015 Recommendation Engines.mp4

29.9 MB

013 K-Means Clustering.mp4

29.7 MB

008 Random Forests Classification.mp4

25.2 MB

005 Decision Trees.mp4

23.2 MB

001 Spark Machine Learning.mp4

22.7 MB

007 Principal Component Analysis.mp4

16.0 MB

/08 Conclusion/

001 Closing Remarks.mp4

3.6 MB

 

Total files 47


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