Scala and Spark for Big Data and Machine Learning
Filename Size 01 Course Introduction/001 Introduction.mp4 9.8 MB 01 Course Introduction/002 Course FAQs.html 577 B 01 Course Introduction/003 Scala and Spark Overview.mp4 21.7 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 1.5 MB 02 Scala IDE Options and Overview/004 ScalaIDE Overview.mp4 6.2 MB 02 Scala IDE Options and Overview/005 Computer Set-up Time.html 781 B 03 Windows Scala and Spark Set-up and Installation/006 Windows Introduction.mp4 1.4 MB 03 Windows Scala and Spark Set-up and Installation/007 Quick note about Windows Installation..html 749 B 03 Windows Scala and Spark Set-up and Installation/008 Windows Scala and Spark Installation.mp4 38.7 MB 03 Windows Scala and Spark Set-up and Installation/009 Atom Windows Installation.mp4 33.5 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 105.5 KB 04 Mac OS Setup and Installation/011 Mac OS Installation and Setup.mp4 33 MB 05 Linux Ubuntu Setup and Installation/012 Linux Ubuntu Setup and Installation.mp4 34.6 MB 06 Scala Programming Level One/013 Arithmetic and Numbers.mp4 13.7 MB 06 Scala Programming Level One/014 Values and Variables.mp4 14.2 MB 06 Scala Programming Level One/015 Booleans and Comparison Operators.mp4 4.2 MB 06 Scala Programming Level One/016 Strings and Basic Regex.mp4 23.6 MB 06 Scala Programming Level One/017 Tuples.mp4 4.7 MB 06 Scala Programming Level One/018 Scala Basics - Assessment Test Exercises.mp4 1.3 MB 06 Scala Programming Level One/019 Scala Basics Assessment Test Questions.html 999 B 06 Scala Programming Level One/020 Scala Basics - Assessment Test Solutions.mp4 11.1 MB 07 Collections/021 Intro to Collections.mp4 1.6 MB 07 Collections/022 Lists.mp4 15.9 MB 07 Collections/023 Arrays.mp4 7.2 MB 07 Collections/024 Sets.mp4 11.5 MB 07 Collections/025 Maps.mp4 13.5 MB 07 Collections/026 Collections - Assessment Test Exercise.mp4 1.2 MB 07 Collections/027 Scala Collections Assessment Test.html 1000 B 07 Collections/028 Collections Assessment Test - Solutions.mp4 11.9 MB 08 Scala Programming Level Two/029 Flow Control.mp4 16.3 MB 08 Scala Programming Level Two/030 For Loops.mp4 11.2 MB 08 Scala Programming Level Two/031 While Loops.mp4 11.3 MB 08 Scala Programming Level Two/032 Functions.mp4 23.8 MB 08 Scala Programming Level Two/033 Scala Programming Exercises.mp4 6.8 MB 08 Scala Programming Level Two/034 Scala Programming Exercises - Solutions.mp4 32.5 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 33 MB 09 Spark DataFrames with Scala/037 DataFrames Overview.mp4 41.1 MB 09 Spark DataFrames with Scala/038 Spark DataFrame Operations.mp4 58.5 MB 09 Spark DataFrames with Scala/039 GroupBy and Aggregate Functions.mp4 32.4 MB 09 Spark DataFrames with Scala/040 Missing data.mp4 29.5 MB 09 Spark DataFrames with Scala/041 Date and Timestamps.mp4 29.8 MB 09 Spark DataFrames with Scala/042 Quick Note on DataFrame Project.html 570 B 09 Spark DataFrames with Scala/043 DataFrame Project Exercises.mp4 4.2 MB 09 Spark DataFrames with Scala/044 DataFrame Project - Solutions.mp4 47.1 MB 10 Introduction to Machine Learning/045 Introduction to Machine Learning.mp4 14.9 MB 10 Introduction to Machine Learning/046 Machine Learning with Spark.mp4 40.4 MB 10 Introduction to Machine Learning/047 IntelliJ IDEA Installation Overview.mp4 27.9 MB 11 Regression with Spark/048 Introduction to Linear Regression.mp4 13.5 MB 11 Regression with Spark/049 Introduction to Regression Section.mp4 2.6 MB 11 Regression with Spark/050 Linear Regression Documentation Example.mp4 27.9 MB 11 Regression with Spark/051 Alternate Linear Regression Data CSV File.html 715 B 11 Regression with Spark/052 Linear Regression Walkthrough Part 1.mp4 45.5 MB 11 Regression with Spark/053 Linear Regression Walkthrough Part 2.mp4 20.5 MB 11 Regression with Spark/054 Linear Regression Exercise Project.mp4 6.9 MB 11 Regression with Spark/055 Linear Regression Project Solutions.mp4 47 MB 11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-Ecommerce.csv 61 KB 11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-USA-Housing.csv 468.5 KB 12 Classification with Spark/056 Introduction to Classification.mp4 24.4 MB 12 Classification with Spark/057 Classification Documentation Example.mp4 25.3 MB 12 Classification with Spark/058 Spark Classification - Logistic Regression Example - Part 1.mp4 50 MB 12 Classification with Spark/059 Spark Classification - Logistic Regression Example - Part 2.mp4 66.3 MB 12 Classification with Spark/060 Logistic Regression Project Exercise.mp4 6.3 MB 12 Classification with Spark/061 Classification Project Solutions.mp4 46.5 MB 13 Model Evaluation/062 Model Evaluation Overview.mp4 21.4 MB 13 Model Evaluation/063 Spark Model Evaluation - Documentation Example.mp4 64.2 MB 13 Model Evaluation/064 Spark - Model Evaluation - Regression Example.mp4 61.8 MB 14 Clustering with Spark/065 Introduction to Clustering with Spark.mp4 3.5 MB 14 Clustering with Spark/066 KMeans Theory Lecture.mp4 10.2 MB 14 Clustering with Spark/067 Note on Kmeans.html 732 B 14 Clustering with Spark/068 Example of KMeans with Spark.mp4 24 MB 14 Clustering with Spark/069 Clustering Project Exercise Overview.mp4 13.3 MB 14 Clustering with Spark/070 Clustering Project Exercises - Solutions.mp4 29.4 MB 15 PCA with Spark/071 PCA Theory Overview.mp4 6.7 MB 15 PCA with Spark/072 PCA with Spark - Documentation Example.mp4 14.4 MB 15 PCA with Spark/073 PCA with Spark - Project Exercise.mp4 10.2 MB 15 PCA with Spark/074 PCA Spark Exercise - Solutions.mp4 31.7 MB 16 DataBricks and Spark/075 Databricks Overview.mp4 62.4 MB 16 DataBricks and Spark/076 Introduction to Spark Recommendation Systems.mp4 9 MB 16 DataBricks and Spark/077 Spark Recommender System Implementation.mp4 33.6 MB 16 DataBricks and Spark/078 Zeppelin Notebooks on AWS Elastic MapReduce.mp4 67.2 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
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