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[ DevCourseWeb com ] Udemy - Build Spark Machine Learning and Analytics (5 Projects)
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01 - Build Apache Spark Machine Learning Project for eCommerce
001 Introduction.mp4
001 Introduction_en.vtt
002 Download Resources.html
003 Introduction to Spark.mp4
003 Introduction to Spark_en.vtt
004 (Old) Free Account creation in Databricks.mp4
004 (Old) Free Account creation in Databricks_en.vtt
005 (New) Free Account creation in Databricks.mp4
005 (New) Free Account creation in Databricks_en.vtt
006 Provisioning a Spark Cluster.mp4
006 Provisioning a Spark Cluster_en.vtt
007 Introduction to Machine Learning.mp4
007 Introduction to Machine Learning_en.vtt
008 Basics about notebooks.mp4
008 Basics about notebooks_en.vtt
009 Dataframes.mp4
009 Dataframes_en.vtt
010 Regression Model.mp4
010 Regression Model_en.vtt
011 Explanation of few terms used in Model.mp4
011 Explanation of few terms used in Model_en.vtt
012 Project Explanation Part 1.mp4
012 Project Explanation Part 1_en.vtt
013 Project Explanation Part 2.mp4
013 Project Explanation Part 2_en.vtt
014 Project Explanation Part 3.mp4
014 Project Explanation Part 3_en.vtt
015 Project Explanation Part 4.mp4
015 Project Explanation Part 4_en.vtt
016 Project Explanation Part 5.mp4
016 Project Explanation Part 5_en.vtt
017 Thank you for being a student.mp4
017 Thank you for being a student_en.vtt
29102314-ecommerce.csv
SourceCode
eCommerce Revenue Prediction.dbc
02 - Build Apache Spark Machine Learning Project (Banking Domain)
001 Introduction.mp4
001 Introduction_en.vtt
002 Download Resources.html
003 Introduction to Spark.mp4
003 Introduction to Spark_en.vtt
004 (Old) Free Account creation in Databricks.mp4
004 (Old) Free Account creation in Databricks_en.vtt
005 (New) Free Account creation in Databricks.mp4
005 (New) Free Account creation in Databricks_en.vtt
006 Provisioning a Spark Cluster.mp4
006 Provisioning a Spark Cluster_en.vtt
007 Introduction to Machine Learning.mp4
007 Introduction to Machine Learning_en.vtt
008 Basics about notebooks.mp4
008 Basics about notebooks_en.vtt
009 Dataframes.mp4
009 Dataframes_en.vtt
010 Explanation of few terms used in Model.mp4
010 Explanation of few terms used in Model_en.vtt
011 Project Explanation Part 1.mp4
011 Project Explanation Part 1_en.vtt
012 Project Explanation Part 2.mp4
012 Project Explanation Part 2_en.vtt
013 Project Explanation Part 3.mp4
013 Project Explanation Part 3_en.vtt
014 Project Explanation Part 4.mp4
014 Project Explanation Part 4_en.vtt
015 Project Explanation Part 5.mp4
015 Project Explanation Part 5_en.vtt
016 Project Explanation Part 6.mp4
016 Project Explanation Part 6_en.vtt
017 Thank you for being a student.mp4
017 Thank you for being a student_en.vtt
29103444-bank.csv
SourceCode
Predicting Customer Response.dbc
03 - Build Apache Spark Machine Learning Project (Prediction Shopper Purchase Intent)
001 Introduction.mp4
001 Introduction_en.vtt
002 Download Resources.html
003 Introduction to Spark.mp4
003 Introduction to Spark_en.vtt
004 (Old) Free Account creation in Databricks.mp4
004 (Old) Free Account creation in Databricks_en.vtt
005 (New) Free Account creation in Databricks.mp4
005 (New) Free Account creation in Databricks_en.vtt
006 Provisioning a Spark Cluster.mp4
006 Provisioning a Spark Cluster_en.vtt
007 Introduction to Machine Learning.mp4
007 Introduction to Machine Learning_en.vtt
008 Basics about notebooks.mp4
008 Basics about notebooks_en.vtt
009 Dataframes.mp4
009 Dataframes_en.vtt
010 Explanation of few terms used in Model.mp4
010 Explanation of few terms used in Model_en.vtt
011 Project Explanation Part 1.mp4
011 Project Explanation Part 1_en.vtt
012 Project Explanation Part 2.mp4
012 Project Explanation Part 2_en.vtt
013 Project Explanation Part 3.mp4
013 Project Explanation Part 3_en.vtt
014 Project Explanation Part 4.mp4
014 Project Explanation Part 4_en.vtt
015 Project Explanation Part 5.mp4
015 Project Explanation Part 5_en.vtt
016 Project Explanation Part 6.mp4
016 Project Explanation Part 6_en.vtt
017 Project Explanation Part 7.mp4
017 Project Explanation Part 7_en.vtt
018 Project Explanation Part 8.mp4
018 Project Explanation Part 8_en.vtt
019 Thank you for being a student.mp4
019 Thank you for being a student_en.vtt
29115230-online-shoppers-intention.csv
Source Code
Prediction Online Shopper Purchase Intention.dbc
04 - Build Apache Spark Analytics Project using Web Server Log
001 Introduction.mp4
001 Introduction_en.vtt
002 Download Resources.html
003 Introduction to Spark.mp4
003 Introduction to Spark_en.vtt
004 Basics of DataFrames.mp4
004 Basics of DataFrames_en.vtt
005 (Old) Free Account creation in Databricks.mp4
005 (Old) Free Account creation in Databricks_en.vtt
006 (New) Free Account creation in Databricks.mp4
006 (New) Free Account creation in Databricks_en.vtt
007 Provisioning a Spark Cluster.mp4
007 Provisioning a Spark Cluster_en.vtt
008 Basics of Notebook.mp4
008 Basics of Notebook_en.vtt
009 Project Explanation Part 1.mp4
009 Project Explanation Part 1_en.vtt
010 Project Explanation Part 2.mp4
010 Project Explanation Part 2_en.vtt
011 Project Explanation Part 3.mp4
011 Project Explanation Part 3_en.vtt
012 Project Explanation Part 4.mp4
012 Project Explanation Part 4_en.vtt
013 Project Explanation Part 5.mp4
013 Project Explanation Part 5_en.vtt
014 Project Explanation Part 6.mp4
014 Project Explanation Part 6_en.vtt
015 Project Explanation Part 7.mp4
015 Project Explanation Part 7_en.vtt
016 Thank you for being a student.mp4
016 Thank you for being a student_en.vtt
SourceCode
ApacheWebServerAnalytics.dbc
Webserver_log_2019
Web_log
05 - Predictive Analytics with Apache Spark including Project
001 Introduction.mp4
001 Introduction_en.vtt
002 Introduction to Spark.mp4
002 Introduction to Spark_en.vtt
003 Download Resources.html
004 (Old) Free Account creation in Databricks.mp4
004 (Old) Free Account creation in Databricks_en.vtt
005 (New) Free Account creation in Databricks.mp4
005 (New) Free Account creation in Databricks_en.vtt
006 Provisioning a Spark Cluster.mp4
006 Provisioning a Spark Cluster_en.vtt
007 Introduction to Machine Learning.mp4
007 Introduction to Machine Learning_en.vtt
008 Basics about notebooks.mp4
008 Basics about notebooks_en.vtt
009 Dataframes.mp4
009 Dataframes_en.vtt
010 Basics of DataFrames.mp4
010 Basics of DataFrames_en.vtt
011 Classification Model.mp4
011 Classification Model_en.vtt
012 Building a Classification Model.mp4
012 Building a Classification Model_en.vtt
013 Regression Model.mp4
013 Regression Model_en.vtt
014 Building a Regression Model.mp4
014 Building a Regression Model_en.vtt
015 Explanation of few terms used in Model.mp4
015 Explanation of few terms used in Model_en.vtt
016 Thank you for being a student.mp4
016 Thank you for being a student_en.vtt
017 Bonus Lecture.html
29117818-railway-1.csv
Source Code
Scala Classification.dbc
Scala DataFrame Basics.dbc
Scala Regression.dbc
Bonus Resources.txt
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