V2 Maestros - Big Data Analytics with Apache Spark and Python
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2018-11-21 18:14 | 2024-11-22 14:19 | 242 | 1.9 GB | 46 |
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文件列表
- 01 Introduction/001 About the course.mp418.11MB
- 01 Introduction/002 About V2 Maestros.mp44.36MB
- 02 Overview/009 Installing Spark and Setting up for Python.mp475.89MB
- 02 Overview/004 Map Reduce - Example.mp472.54MB
- 02 Overview/003 Map Reduce - How it works.mp440.86MB
- 02 Overview/002 HDFS Architecture.mp432.79MB
- 02 Overview/006 What is Spark.mp430.9MB
- 02 Overview/008 Spark Architecture - Part 2.mp428.57MB
- 02 Overview/007 Spark Architecture - Part 1.mp427.34MB
- 02 Overview/001 Hadoop Overview.mp421.68MB
- 02 Overview/005 Hadoop Stack.mp48.38MB
- 03 Programming with Spark/005 Python - Spark Programming Examples 2.mp4105.18MB
- 03 Programming with Spark/004 Python - Spark Programming examples 1.mp493.95MB
- 03 Programming with Spark/002 Spark Actions.mp439.57MB
- 03 Programming with Spark/001 Spark Transformations.mp424.67MB
- 03 Programming with Spark/003 Advanced Spark Programming.mp418.13MB
- 04 Spark SQL/002 Python - Spark SQL Examples.mp498.88MB
- 04 Spark SQL/001 Spark SQL Overview.mp421.76MB
- 05 Spark Streaming/002 Python - Spark Streaming examples.mp4109.15MB
- 05 Spark Streaming/001 Streaming with Apache Spark.mp435.08MB
- 06 Real time Data Science/007 Types of Learning.mp436.2MB
- 06 Real time Data Science/002 The Dataset.mp425.96MB
- 06 Real time Data Science/006 Types of Analytics.mp425.75MB
- 06 Real time Data Science/003 Learning from relationships.mp424.86MB
- 06 Real time Data Science/004 Modeling and Prediction.mp422.98MB
- 06 Real time Data Science/005 Data Science Use Cases.mp422.86MB
- 06 Real time Data Science/001 Basic Elements of Data Science.mp421.01MB
- 06 Real time Data Science/008 Doing Data Science in real time with Spark.mp412.56MB
- 07 Machine Learning with Spark/004 Spark Use Case Linear Regression.mp4126.02MB
- 07 Machine Learning with Spark/006 Spark Use Case Decision Trees Classification.mp498.53MB
- 07 Machine Learning with Spark/014 Spark Use Case K-Means.mp494.12MB
- 07 Machine Learning with Spark/009 Python Use Case Random Forests PCA.mp489.73MB
- 07 Machine Learning with Spark/012 Spark Use Case Naive Bayes TF-IDF.mp451.7MB
- 07 Machine Learning with Spark/011 Naive Bayes Classification.mp450.4MB
- 07 Machine Learning with Spark/017 Real Time Twitter Data Sentiment Analysis.mp445.2MB
- 07 Machine Learning with Spark/003 Linear Regression.mp445.03MB
- 07 Machine Learning with Spark/016 Spark Use Case Collaborative Filtering.mp435.33MB
- 07 Machine Learning with Spark/002 Analyzing Results and Errors.mp431.25MB
- 07 Machine Learning with Spark/010 Text Preprocessing with TF-IDF.mp430.6MB
- 07 Machine Learning with Spark/015 Recommendation Engines.mp428.47MB
- 07 Machine Learning with Spark/013 K-Means Clustering.mp428.32MB
- 07 Machine Learning with Spark/008 Random Forests Classification.mp423.99MB
- 07 Machine Learning with Spark/005 Decision Trees.mp422.11MB
- 07 Machine Learning with Spark/001 Spark Machine Learning.mp421.64MB
- 07 Machine Learning with Spark/007 Principal Component Analysis.mp415.24MB
- 08 Conclusion/001 Closing Remarks.mp43.45MB
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