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[DesireCourse Com] Udemy - Scala and Spark fo Big Data and Machine Learning
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Torrent Files List
01 Course Introduction (Size: 1.59 GB) (Files: 86)
01 Course Introduction
001 Introduction.mp4
002 Course FAQs.html
003 Scala and Spark Overview.mp4
attached_files
002 Course FAQs
Scala-and-Spark-Bootcamp-master.zip
Spark-PDF-Slides.zip
02 Scala IDE Options and Overview
004 ScalaIDE Overview.mp4
005 Computer Set-up Time.html
03 Windows Scala and Spark Set-up and Installation
006 Windows Introduction.mp4
007 Quick note about Windows Installation..html
008 Windows Scala and Spark Installation.mp4
009 Atom Windows Installation.mp4
010 Terminal Exericse.html
attached_files
008 Windows Scala and Spark Installation
winutils.exe
04 Mac OS Setup and Installation
011 Mac OS Installation and Setup.mp4
05 Linux Ubuntu Setup and Installation
012 Linux Ubuntu Setup and Installation.mp4
06 Scala Programming Level One
013 Arithmetic and Numbers.mp4
014 Values and Variables.mp4
015 Booleans and Comparison Operators.mp4
016 Strings and Basic Regex.mp4
017 Tuples.mp4
018 Scala Basics - Assessment Test Exercises.mp4
019 Scala Basics Assessment Test Questions.html
020 Scala Basics - Assessment Test Solutions.mp4
07 Collections
021 Intro to Collections.mp4
022 Lists.mp4
023 Arrays.mp4
024 Sets.mp4
025 Maps.mp4
026 Collections - Assessment Test Exercise.mp4
027 Scala Collections Assessment Test.html
028 Collections Assessment Test - Solutions.mp4
08 Scala Programming Level Two
029 Flow Control.mp4
030 For Loops.mp4
031 While Loops.mp4
032 Functions.mp4
033 Scala Programming Exercises.mp4
034 Scala Programming Exercises - Solutions.mp4
09 Spark DataFrames with Scala
035 Quick Note for Windows Users.html
036 Introduction to Spark DataFrames.mp4
037 DataFrames Overview.mp4
038 Spark DataFrame Operations.mp4
039 GroupBy and Aggregate Functions.mp4
040 Missing data.mp4
041 Date and Timestamps.mp4
042 Quick Note on DataFrame Project.html
043 DataFrame Project Exercises.mp4
044 DataFrame Project - Solutions.mp4
10 Introduction to Machine Learning
045 Introduction to Machine Learning.mp4
046 Machine Learning with Spark.mp4
047 IntelliJ IDEA Installation Overview.mp4
11 Regression with Spark
048 Introduction to Linear Regression.mp4
049 Introduction to Regression Section.mp4
050 Linear Regression Documentation Example.mp4
051 Alternate Linear Regression Data CSV File.html
052 Linear Regression Walkthrough Part 1.mp4
053 Linear Regression Walkthrough Part 2.mp4
054 Linear Regression Exercise Project.mp4
055 Linear Regression Project Solutions.mp4
attached_files
051 Alternate Linear Regression Data CSV File
Clean-Ecommerce.csv
Clean-USA-Housing.csv
12 Classification with Spark
056 Introduction to Classification.mp4
057 Classification Documentation Example.mp4
058 Spark Classification - Logistic Regression Example - Part 1.mp4
059 Spark Classification - Logistic Regression Example - Part 2.mp4
060 Logistic Regression Project Exercise.mp4
061 Classification Project Solutions.mp4
13 Model Evaluation
062 Model Evaluation Overview.mp4
063 Spark Model Evaluation - Documentation Example.mp4
064 Spark - Model Evaluation - Regression Example.mp4
14 Clustering with Spark
065 Introduction to Clustering with Spark.mp4
066 KMeans Theory Lecture.mp4
067 Note on Kmeans.html
068 Example of KMeans with Spark.mp4
069 Clustering Project Exercise Overview.mp4
070 Clustering Project Exercises - Solutions.mp4
15 PCA with Spark
071 PCA Theory Overview.mp4
072 PCA with Spark - Documentation Example.mp4
073 PCA with Spark - Project Exercise.mp4
074 PCA Spark Exercise - Solutions.mp4
16 DataBricks and Spark
075 Databricks Overview.mp4
076 Introduction to Spark Recommendation Systems.mp4
077 Spark Recommender System Implementation.mp4
078 Zeppelin Notebooks on AWS Elastic MapReduce.mp4
079 So whats next.html
17 BONUS DISCOUNT COUPONS
080 BONUS DISCOUNT COUPONS.html
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