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01 Introduction/001 About the course.mp4
18.11MB
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01 Introduction/002 About V2 Maestros.mp4
4.36MB
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01 Introduction/003 Resource Bundle.html
1020B
02 Overview/009 Installing Spark and Setting up for Python.mp4
75.89MB
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02 Overview/004 Map Reduce - Example.mp4
72.54MB
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02 Overview/003 Map Reduce - How it works.mp4
40.86MB
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02 Overview/002 HDFS Architecture.mp4
32.79MB
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02 Overview/006 What is Spark.mp4
30.9MB
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02 Overview/008 Spark Architecture - Part 2.mp4
28.57MB
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02 Overview/007 Spark Architecture - Part 1.mp4
27.34MB
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02 Overview/001 Hadoop Overview.mp4
21.68MB
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02 Overview/005 Hadoop Stack.mp4
8.38MB
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03 Programming with Spark/005 Python - Spark Programming Examples 2.mp4
105.18MB
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03 Programming with Spark/004 Python - Spark Programming examples 1.mp4
93.95MB
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03 Programming with Spark/002 Spark Actions.mp4
39.57MB
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03 Programming with Spark/001 Spark Transformations.mp4
24.67MB
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03 Programming with Spark/003 Advanced Spark Programming.mp4
18.13MB
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04 Spark SQL/002 Python - Spark SQL Examples.mp4
98.88MB
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04 Spark SQL/001 Spark SQL Overview.mp4
21.76MB
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05 Spark Streaming/002 Python - Spark Streaming examples.mp4
109.15MB
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05 Spark Streaming/001 Streaming with Apache Spark.mp4
35.08MB
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06 Real time Data Science/007 Types of Learning.mp4
36.2MB
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06 Real time Data Science/002 The Dataset.mp4
25.96MB
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06 Real time Data Science/006 Types of Analytics.mp4
25.75MB
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06 Real time Data Science/003 Learning from relationships.mp4
24.86MB
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06 Real time Data Science/004 Modeling and Prediction.mp4
22.98MB
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06 Real time Data Science/005 Data Science Use Cases.mp4
22.86MB
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06 Real time Data Science/001 Basic Elements of Data Science.mp4
21.01MB
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06 Real time Data Science/008 Doing Data Science in real time with Spark.mp4
12.56MB
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07 Machine Learning with Spark/004 Spark Use Case Linear Regression.mp4
126.02MB
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07 Machine Learning with Spark/006 Spark Use Case Decision Trees Classification.mp4
98.53MB
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07 Machine Learning with Spark/014 Spark Use Case K-Means.mp4
94.12MB
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07 Machine Learning with Spark/009 Python Use Case Random Forests PCA.mp4
89.73MB
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07 Machine Learning with Spark/012 Spark Use Case Naive Bayes TF-IDF.mp4
51.7MB
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07 Machine Learning with Spark/011 Naive Bayes Classification.mp4
50.4MB
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07 Machine Learning with Spark/017 Real Time Twitter Data Sentiment Analysis.mp4
45.2MB
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07 Machine Learning with Spark/003 Linear Regression.mp4
45.03MB
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07 Machine Learning with Spark/016 Spark Use Case Collaborative Filtering.mp4
35.33MB
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07 Machine Learning with Spark/002 Analyzing Results and Errors.mp4
31.25MB
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07 Machine Learning with Spark/010 Text Preprocessing with TF-IDF.mp4
30.6MB
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07 Machine Learning with Spark/015 Recommendation Engines.mp4
28.47MB
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07 Machine Learning with Spark/013 K-Means Clustering.mp4
28.32MB
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07 Machine Learning with Spark/008 Random Forests Classification.mp4
23.99MB
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07 Machine Learning with Spark/005 Decision Trees.mp4
22.11MB
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07 Machine Learning with Spark/001 Spark Machine Learning.mp4
21.64MB
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07 Machine Learning with Spark/007 Principal Component Analysis.mp4
15.24MB
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08 Conclusion/001 Closing Remarks.mp4
3.45MB
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