FreeTutorials Us scala and spark for big data and machine learning
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Torrent Hash : | 87AE0177A545D58379C66285040CCE26CA94C617 |
Torrent Added : | 1 Year+ in Other - Other |
Torrent Size : | 1.59 GB |
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 -
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 -
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 -
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 -
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 -
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 -
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 -
011 Mac OS Installation and Setup.mp4 -
32.98 MB
05 Linux Ubuntu Setup and Installation
012 Linux Ubuntu Setup and Installation.mp4 -
012 Linux Ubuntu Setup and Installation.mp4 -
34.58 MB
06 Scala Programming Level One
013 Arithmetic and Numbers.mp4 -
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 -
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 -
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 -
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 -
045 Introduction to Machine Learning.mp4 -
14.86 MB
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