FreeTutorials Us scala and spark for big data and machine learning


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Torrent File Content (87 files)


[FreeTutorials.Us] scala-and-spark-for-big-data-and-machine-learning
    01 Course Introduction
          attached_files/002 Course FAQs/Scala-and-Spark-Bootcamp-master.zip -
1.06 MB

          attached_files/002 Course FAQs/Spark-PDF-Slides.zip -
1.55 MB

    03 Windows Scala and Spark Set-up and Installation
          attached_files/008 Windows Scala and Spark Installation/winutils.exe -
105.5 KB

    11 Regression with Spark
          attached_files/051 Alternate Linear Regression Data CSV File/Clean-Ecommerce.csv -
60.98 KB

          attached_files/051 Alternate Linear Regression Data CSV File/Clean-USA-Housing.csv -
468.47 KB

    01 Course Introduction
          001 Introduction.mp4 -
9.8 MB

          002 Course FAQs.html -
593 bytes

          003 Scala and Spark Overview.mp4 -
21.68 MB

    02 Scala IDE Options and Overview
          004 ScalaIDE Overview.mp4 -
6.23 MB

          005 Computer Set-up Time.html -
797 bytes

    03 Windows Scala and Spark Set-up and Installation
          006 Windows Introduction.mp4 -
1.44 MB

          007 Quick note about Windows Installation..html -
773 bytes

          008 Windows Scala and Spark Installation.mp4 -
38.68 MB

          009 Atom Windows Installation.mp4 -
33.5 MB

          010 Terminal Exericse.html -
1.13 KB

    04 Mac OS Setup and Installation
          011 Mac OS Installation and Setup.mp4 -
32.98 MB

    05 Linux Ubuntu Setup and Installation
          012 Linux Ubuntu Setup and Installation.mp4 -
34.58 MB

    06 Scala Programming Level One
          013 Arithmetic and Numbers.mp4 -
13.66 MB

          014 Values and Variables.mp4 -
14.2 MB

          015 Booleans and Comparison Operators.mp4 -
4.15 MB

          016 Strings and Basic Regex.mp4 -
23.55 MB

          017 Tuples.mp4 -
4.68 MB

          018 Scala Basics - Assessment Test Exercises.mp4 -
1.33 MB

          019 Scala Basics Assessment Test Questions.html -
1 KB

          020 Scala Basics - Assessment Test Solutions.mp4 -
11.08 MB

    07 Collections
          021 Intro to Collections.mp4 -
1.57 MB

          022 Lists.mp4 -
15.88 MB

          023 Arrays.mp4 -
7.18 MB

          024 Sets.mp4 -
11.46 MB

          025 Maps.mp4 -
13.45 MB

          026 Collections - Assessment Test Exercise.mp4 -
1.15 MB

          027 Scala Collections Assessment Test.html -
1.01 KB

          028 Collections Assessment Test - Solutions.mp4 -
11.91 MB

    08 Scala Programming Level Two
          029 Flow Control.mp4 -
16.29 MB

          030 For Loops.mp4 -
11.18 MB

          031 While Loops.mp4 -
11.26 MB

          032 Functions.mp4 -
23.83 MB

          033 Scala Programming Exercises.mp4 -
6.8 MB

          034 Scala Programming Exercises - Solutions.mp4 -
32.46 MB

    09 Spark DataFrames with Scala
          035 Quick Note for Windows Users.html -
1.61 KB

          036 Introduction to Spark DataFrames.mp4 -
32.99 MB

          037 DataFrames Overview.mp4 -
41.07 MB

          038 Spark DataFrame Operations.mp4 -
58.52 MB

          039 GroupBy and Aggregate Functions.mp4 -
32.44 MB

          040 Missing data.mp4 -
29.47 MB

          041 Date and Timestamps.mp4 -
29.75 MB

          042 Quick Note on DataFrame Project.html -
586 bytes

          043 DataFrame Project Exercises.mp4 -
4.19 MB

          044 DataFrame Project - Solutions.mp4 -
47.14 MB

    10 Introduction to Machine Learning
          045 Introduction to Machine Learning.mp4 -
14.86 MB



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