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种子名称： V2 Maestros - Big Data Analytics with Apache Spark and Python
文件类型： 视频
文件数目： 46个文件
文件大小： 1.9 GB
收录时间： 2018-11-21 18:14
已经下载： 3次
资源热度： 246
最近下载： 2024-12-11 19:16

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V2 Maestros - Big Data Analytics with Apache Spark and Python.torrent

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