[DesireCourse.Com] Udemy - Scala and Spark fo Big Data and Machine Learning

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[DesireCourse.Com] Udemy - Scala and Spark fo Big Data and Machine Learning

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种子哈希：c5021d1f9517bbc5a862fd70a72dfed2de83358e
文件大小： 1.59G
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收录时间：2018-09-04
最近下载：2025-09-22

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文件列表

  • 01 Course Introduction/001 Introduction.mp4 10.3 MB
  • 01 Course Introduction/002 Course FAQs.html 577 Bytes
  • 01 Course Introduction/003 Scala and Spark Overview.mp4 22.7 MB
  • 01 Course Introduction/attached_files/002 Course FAQs/Scala-and-Spark-Bootcamp-master.zip 1.1 MB
  • 01 Course Introduction/attached_files/002 Course FAQs/Spark-PDF-Slides.zip 1.6 MB
  • 02 Scala IDE Options and Overview/004 ScalaIDE Overview.mp4 6.5 MB
  • 02 Scala IDE Options and Overview/005 Computer Set-up Time.html 781 Bytes
  • 03 Windows Scala and Spark Set-up and Installation/006 Windows Introduction.mp4 1.5 MB
  • 03 Windows Scala and Spark Set-up and Installation/007 Quick note about Windows Installation..html 749 Bytes
  • 03 Windows Scala and Spark Set-up and Installation/008 Windows Scala and Spark Installation.mp4 40.6 MB
  • 03 Windows Scala and Spark Set-up and Installation/009 Atom Windows Installation.mp4 35.1 MB
  • 03 Windows Scala and Spark Set-up and Installation/010 Terminal Exericse.html 1.1 kB
  • 03 Windows Scala and Spark Set-up and Installation/attached_files/008 Windows Scala and Spark Installation/winutils.exe 108.0 kB
  • 04 Mac OS Setup and Installation/011 Mac OS Installation and Setup.mp4 34.6 MB
  • 05 Linux Ubuntu Setup and Installation/012 Linux Ubuntu Setup and Installation.mp4 36.3 MB
  • 06 Scala Programming Level One/013 Arithmetic and Numbers.mp4 14.3 MB
  • 06 Scala Programming Level One/014 Values and Variables.mp4 14.9 MB
  • 06 Scala Programming Level One/015 Booleans and Comparison Operators.mp4 4.4 MB
  • 06 Scala Programming Level One/016 Strings and Basic Regex.mp4 24.7 MB
  • 06 Scala Programming Level One/017 Tuples.mp4 4.9 MB
  • 06 Scala Programming Level One/018 Scala Basics - Assessment Test Exercises.mp4 1.4 MB
  • 06 Scala Programming Level One/019 Scala Basics Assessment Test Questions.html 999 Bytes
  • 06 Scala Programming Level One/020 Scala Basics - Assessment Test Solutions.mp4 11.6 MB
  • 07 Collections/021 Intro to Collections.mp4 1.6 MB
  • 07 Collections/022 Lists.mp4 16.6 MB
  • 07 Collections/023 Arrays.mp4 7.5 MB
  • 07 Collections/024 Sets.mp4 12.0 MB
  • 07 Collections/025 Maps.mp4 14.1 MB
  • 07 Collections/026 Collections - Assessment Test Exercise.mp4 1.2 MB
  • 07 Collections/027 Scala Collections Assessment Test.html 1.0 kB
  • 07 Collections/028 Collections Assessment Test - Solutions.mp4 12.5 MB
  • 08 Scala Programming Level Two/029 Flow Control.mp4 17.1 MB
  • 08 Scala Programming Level Two/030 For Loops.mp4 11.7 MB
  • 08 Scala Programming Level Two/031 While Loops.mp4 11.8 MB
  • 08 Scala Programming Level Two/032 Functions.mp4 25.0 MB
  • 08 Scala Programming Level Two/033 Scala Programming Exercises.mp4 7.1 MB
  • 08 Scala Programming Level Two/034 Scala Programming Exercises - Solutions.mp4 34.0 MB
  • 09 Spark DataFrames with Scala/035 Quick Note for Windows Users.html 1.6 kB
  • 09 Spark DataFrames with Scala/036 Introduction to Spark DataFrames.mp4 34.6 MB
  • 09 Spark DataFrames with Scala/037 DataFrames Overview.mp4 43.1 MB
  • 09 Spark DataFrames with Scala/038 Spark DataFrame Operations.mp4 61.4 MB
  • 09 Spark DataFrames with Scala/039 GroupBy and Aggregate Functions.mp4 34.0 MB
  • 09 Spark DataFrames with Scala/040 Missing data.mp4 30.9 MB
  • 09 Spark DataFrames with Scala/041 Date and Timestamps.mp4 31.2 MB
  • 09 Spark DataFrames with Scala/042 Quick Note on DataFrame Project.html 570 Bytes
  • 09 Spark DataFrames with Scala/043 DataFrame Project Exercises.mp4 4.4 MB
  • 09 Spark DataFrames with Scala/044 DataFrame Project - Solutions.mp4 49.4 MB
  • 10 Introduction to Machine Learning/045 Introduction to Machine Learning.mp4 15.6 MB
  • 10 Introduction to Machine Learning/046 Machine Learning with Spark.mp4 42.3 MB
  • 10 Introduction to Machine Learning/047 IntelliJ IDEA Installation Overview.mp4 29.3 MB
  • 11 Regression with Spark/048 Introduction to Linear Regression.mp4 14.2 MB
  • 11 Regression with Spark/049 Introduction to Regression Section.mp4 2.7 MB
  • 11 Regression with Spark/050 Linear Regression Documentation Example.mp4 29.2 MB
  • 11 Regression with Spark/051 Alternate Linear Regression Data CSV File.html 715 Bytes
  • 11 Regression with Spark/052 Linear Regression Walkthrough Part 1.mp4 47.7 MB
  • 11 Regression with Spark/053 Linear Regression Walkthrough Part 2.mp4 21.5 MB
  • 11 Regression with Spark/054 Linear Regression Exercise Project.mp4 7.3 MB
  • 11 Regression with Spark/055 Linear Regression Project Solutions.mp4 49.3 MB
  • 11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-Ecommerce.csv 62.4 kB
  • 11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-USA-Housing.csv 479.7 kB
  • 12 Classification with Spark/056 Introduction to Classification.mp4 25.6 MB
  • 12 Classification with Spark/057 Classification Documentation Example.mp4 26.6 MB
  • 12 Classification with Spark/058 Spark Classification - Logistic Regression Example - Part 1.mp4 52.4 MB
  • 12 Classification with Spark/059 Spark Classification - Logistic Regression Example - Part 2.mp4 69.5 MB
  • 12 Classification with Spark/060 Logistic Regression Project Exercise.mp4 6.6 MB
  • 12 Classification with Spark/061 Classification Project Solutions.mp4 48.8 MB
  • 13 Model Evaluation/062 Model Evaluation Overview.mp4 22.5 MB
  • 13 Model Evaluation/063 Spark Model Evaluation - Documentation Example.mp4 67.3 MB
  • 13 Model Evaluation/064 Spark - Model Evaluation - Regression Example.mp4 64.8 MB
  • 14 Clustering with Spark/065 Introduction to Clustering with Spark.mp4 3.7 MB
  • 14 Clustering with Spark/066 KMeans Theory Lecture.mp4 10.7 MB
  • 14 Clustering with Spark/067 Note on Kmeans.html 732 Bytes
  • 14 Clustering with Spark/068 Example of KMeans with Spark.mp4 25.2 MB
  • 14 Clustering with Spark/069 Clustering Project Exercise Overview.mp4 14.0 MB
  • 14 Clustering with Spark/070 Clustering Project Exercises - Solutions.mp4 30.9 MB
  • 15 PCA with Spark/071 PCA Theory Overview.mp4 7.0 MB
  • 15 PCA with Spark/072 PCA with Spark - Documentation Example.mp4 15.2 MB
  • 15 PCA with Spark/073 PCA with Spark - Project Exercise.mp4 10.7 MB
  • 15 PCA with Spark/074 PCA Spark Exercise - Solutions.mp4 33.2 MB
  • 16 DataBricks and Spark/075 Databricks Overview.mp4 65.5 MB
  • 16 DataBricks and Spark/076 Introduction to Spark Recommendation Systems.mp4 9.4 MB
  • 16 DataBricks and Spark/077 Spark Recommender System Implementation.mp4 35.2 MB
  • 16 DataBricks and Spark/078 Zeppelin Notebooks on AWS Elastic MapReduce.mp4 70.5 MB
  • 16 DataBricks and Spark/079 So whats next.html 1.4 kB
  • 17 BONUS DISCOUNT COUPONS/080 BONUS DISCOUNT COUPONS.html 1.7 kB
  • [DesireCourse.Com].url 51 Bytes

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