[DesireCourse Com] Udemy - Scala and Spark Fo Big Data and Machine Learning
File List
| File | 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 | 21.68 MB |
| 01 Course Introduction/attached_files/002 Course FAQs/Scala-and-Spark-Bootcamp-master.zip | 1.06 MB |
| 01 Course Introduction/attached_files/002 Course FAQs/Spark-PDF-Slides.zip | 1.55 MB |
| 02 Scala IDE Options and Overview/004 ScalaIDE Overview.mp4 | 6.23 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 | 1.44 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 | 38.68 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 | 1.12 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 | 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 |
| 06 Scala Programming Level One/014 Values and Variables.mp4 | 14.2 MB |
| 06 Scala Programming Level One/015 Booleans and Comparison Operators.mp4 | 4.15 MB |
| 06 Scala Programming Level One/016 Strings and Basic Regex.mp4 | 23.55 MB |
| 06 Scala Programming Level One/017 Tuples.mp4 | 4.68 MB |
| 06 Scala Programming Level One/018 Scala Basics - Assessment Test Exercises.mp4 | 1.33 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 | 11.08 MB |
| 07 Collections/021 Intro to Collections.mp4 | 1.57 MB |
| 07 Collections/022 Lists.mp4 | 15.88 MB |
| 07 Collections/023 Arrays.mp4 | 7.18 MB |
| 07 Collections/024 Sets.mp4 | 11.46 MB |
| 07 Collections/025 Maps.mp4 | 13.45 MB |
| 07 Collections/026 Collections - Assessment Test Exercise.mp4 | 1.15 MB |
| 07 Collections/027 Scala Collections Assessment Test.html | 1000 B |
| 07 Collections/028 Collections Assessment Test - Solutions.mp4 | 11.91 MB |
| 08 Scala Programming Level Two/029 Flow Control.mp4 | 16.29 MB |
| 08 Scala Programming Level Two/030 For Loops.mp4 | 11.18 MB |
| 08 Scala Programming Level Two/031 While Loops.mp4 | 11.26 MB |
| 08 Scala Programming Level Two/032 Functions.mp4 | 23.83 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 | 32.46 MB |
| 09 Spark DataFrames with Scala/035 Quick Note for Windows Users.html | 1.59 KB |
| 09 Spark DataFrames with Scala/036 Introduction to Spark DataFrames.mp4 | 32.99 MB |
| 09 Spark DataFrames with Scala/037 DataFrames Overview.mp4 | 41.07 MB |
| 09 Spark DataFrames with Scala/038 Spark DataFrame Operations.mp4 | 58.52 MB |
| 09 Spark DataFrames with Scala/039 GroupBy and Aggregate Functions.mp4 | 32.44 MB |
| 09 Spark DataFrames with Scala/040 Missing data.mp4 | 29.47 MB |
| 09 Spark DataFrames with Scala/041 Date and Timestamps.mp4 | 29.75 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 | 4.19 MB |
| 09 Spark DataFrames with Scala/044 DataFrame Project - Solutions.mp4 | 47.14 MB |
| 10 Introduction to Machine Learning/045 Introduction to Machine Learning.mp4 | 14.86 MB |
| 10 Introduction to Machine Learning/046 Machine Learning with Spark.mp4 | 40.36 MB |
| 10 Introduction to Machine Learning/047 IntelliJ IDEA Installation Overview.mp4 | 27.91 MB |
| 11 Regression with Spark/048 Introduction to Linear Regression.mp4 | 13.52 MB |
| 11 Regression with Spark/049 Introduction to Regression Section.mp4 | 2.56 MB |
| 11 Regression with Spark/050 Linear Regression Documentation Example.mp4 | 27.86 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 | 45.47 MB |
| 11 Regression with Spark/053 Linear Regression Walkthrough Part 2.mp4 | 20.54 MB |
| 11 Regression with Spark/054 Linear Regression Exercise Project.mp4 | 6.93 MB |
| 11 Regression with Spark/055 Linear Regression Project Solutions.mp4 | 47.04 MB |
| 11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-Ecommerce.csv | 60.98 KB |
| 11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-USA-Housing.csv | 468.47 KB |
| 12 Classification with Spark/056 Introduction to Classification.mp4 | 24.43 MB |
| 12 Classification with Spark/057 Classification Documentation Example.mp4 | 25.33 MB |
| 12 Classification with Spark/058 Spark Classification - Logistic Regression Example - Part 1.mp4 | 49.98 MB |
| 12 Classification with Spark/059 Spark Classification - Logistic Regression Example - Part 2.mp4 | 66.31 MB |
| 12 Classification with Spark/060 Logistic Regression Project Exercise.mp4 | 6.29 MB |
| 12 Classification with Spark/061 Classification Project Solutions.mp4 | 46.49 MB |
| 13 Model Evaluation/062 Model Evaluation Overview.mp4 | 21.43 MB |
| 13 Model Evaluation/063 Spark Model Evaluation - Documentation Example.mp4 | 64.21 MB |
| 13 Model Evaluation/064 Spark - Model Evaluation - Regression Example.mp4 | 61.81 MB |
| 14 Clustering with Spark/065 Introduction to Clustering with Spark.mp4 | 3.49 MB |
| 14 Clustering with Spark/066 KMeans Theory Lecture.mp4 | 10.16 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 | 13.34 MB |
| 14 Clustering with Spark/070 Clustering Project Exercises - Solutions.mp4 | 29.43 MB |
| 15 PCA with Spark/071 PCA Theory Overview.mp4 | 6.71 MB |
| 15 PCA with Spark/072 PCA with Spark - Documentation Example.mp4 | 14.45 MB |
| 15 PCA with Spark/073 PCA with Spark - Project Exercise.mp4 | 10.17 MB |
| 15 PCA with Spark/074 PCA Spark Exercise - Solutions.mp4 | 31.68 MB |
| 16 DataBricks and Spark/075 Databricks Overview.mp4 | 62.44 MB |
| 16 DataBricks and Spark/076 Introduction to Spark Recommendation Systems.mp4 | 8.99 MB |
| 16 DataBricks and Spark/077 Spark Recommender System Implementation.mp4 | 33.58 MB |
| 16 DataBricks and Spark/078 Zeppelin Notebooks on AWS Elastic MapReduce.mp4 | 67.19 MB |
| 16 DataBricks and Spark/079 So whats next.html | 1.39 KB |
| 17 BONUS DISCOUNT COUPONS/080 BONUS DISCOUNT COUPONS.html | 1.66 KB |
| [DesireCourse.Com].url | 51 B |
Trackers
No trackers found.