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[DesireCourse.Com] Udemy - Scala and Spark fo Big Data and Machine Learning
- Date: 2024-01-02
- Size: 1.6 GB
- Files: 86
File Name
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
22 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
39 MB
03 Windows Scala and Spark Set-up and Installation/009 Atom Windows Installation.mp4
34 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
106 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
35 MB
06 Scala Programming Level One/013 Arithmetic and Numbers.mp4
14 MB
06 Scala Programming Level One/014 Values and Variables.mp4
14 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
24 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 MB
07 Collections/021 Intro to Collections.mp4
1.6 MB
07 Collections/022 Lists.mp4
16 MB
07 Collections/023 Arrays.mp4
7.2 MB
07 Collections/024 Sets.mp4
12 MB
07 Collections/025 Maps.mp4
14 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
12 MB
08 Scala Programming Level Two/029 Flow Control.mp4
16 MB
08 Scala Programming Level Two/030 For Loops.mp4
11 MB
08 Scala Programming Level Two/031 While Loops.mp4
11 MB
08 Scala Programming Level Two/032 Functions.mp4
24 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 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 MB
09 Spark DataFrames with Scala/038 Spark DataFrame Operations.mp4
58 MB
09 Spark DataFrames with Scala/039 GroupBy and Aggregate Functions.mp4
32 MB
09 Spark DataFrames with Scala/040 Missing data.mp4
30 MB
09 Spark DataFrames with Scala/041 Date and Timestamps.mp4
30 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 MB
10 Introduction to Machine Learning/045 Introduction to Machine Learning.mp4
15 MB
10 Introduction to Machine Learning/046 Machine Learning with Spark.mp4
40 MB
10 Introduction to Machine Learning/047 IntelliJ IDEA Installation Overview.mp4
28 MB
11 Regression with Spark/048 Introduction to Linear Regression.mp4
14 MB
11 Regression with Spark/049 Introduction to Regression Section.mp4
2.6 MB
11 Regression with Spark/050 Linear Regression Documentation Example.mp4
28 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
46 MB
11 Regression with Spark/053 Linear Regression Walkthrough Part 2.mp4
20 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 kB
12 Classification with Spark/056 Introduction to Classification.mp4
24 MB
12 Classification with Spark/057 Classification Documentation Example.mp4
25 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 MB
12 Classification with Spark/060 Logistic Regression Project Exercise.mp4
6.3 MB
12 Classification with Spark/061 Classification Project Solutions.mp4
46 MB
13 Model Evaluation/062 Model Evaluation Overview.mp4
21 MB
13 Model Evaluation/063 Spark Model Evaluation - Documentation Example.mp4
64 MB
13 Model Evaluation/064 Spark - Model Evaluation - Regression Example.mp4
62 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 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 MB
14 Clustering with Spark/070 Clustering Project Exercises - Solutions.mp4
29 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 MB
15 PCA with Spark/073 PCA with Spark - Project Exercise.mp4
10 MB
15 PCA with Spark/074 PCA Spark Exercise - Solutions.mp4
32 MB
16 DataBricks and Spark/075 Databricks Overview.mp4
62 MB
16 DataBricks and Spark/076 Introduction to Spark Recommendation Systems.mp4
9.0 MB
16 DataBricks and Spark/077 Spark Recommender System Implementation.mp4
34 MB
16 DataBricks and Spark/078 Zeppelin Notebooks on AWS Elastic MapReduce.mp4
67 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
[DesireCourse.Com].url
51 B