FreeTutorials Us scala and spark for big data and machine learning

FreeTutorials Us scala and spark for big data and machine learning

Name	[FreeTutorials.Us] scala-and-spark-for-big-data-and-machine-learning	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.7 GB
Total Files	87
Hash	87AE0177A545D58379C66285040CCE26CA94C617

/.../002 Course FAQs/
Scala-and-Spark-Bootcamp-master.zip	1.1 MB
Spark-PDF-Slides.zip	1.6 MB
/.../008 Windows Scala and Spark Installation/
winutils.exe	108.0 KB
/.../051 Alternate Linear Regression Data CSV File/
Clean-Ecommerce.csv	62.4 KB
Clean-USA-Housing.csv	479.7 KB
/01 Course Introduction/
001 Introduction.mp4	10.3 MB
002 Course FAQs.html	0.6 KB
003 Scala and Spark Overview.mp4	22.7 MB
/02 Scala IDE Options and Overview/
004 ScalaIDE Overview.mp4	6.5 MB
005 Computer Set-up Time.html	0.8 KB
/03 Windows Scala and Spark Set-up and Installation/
006 Windows Introduction.mp4	1.5 MB
007 Quick note about Windows Installation..html	0.8 KB
008 Windows Scala and Spark Installation.mp4	40.6 MB
009 Atom Windows Installation.mp4	35.1 MB
010 Terminal Exericse.html	1.2 KB
/04 Mac OS Setup and Installation/
011 Mac OS Installation and Setup.mp4	34.6 MB
/05 Linux Ubuntu Setup and Installation/
012 Linux Ubuntu Setup and Installation.mp4	36.3 MB
/06 Scala Programming Level One/
013 Arithmetic and Numbers.mp4	14.3 MB
014 Values and Variables.mp4	14.9 MB
015 Booleans and Comparison Operators.mp4	4.4 MB
016 Strings and Basic Regex.mp4	24.7 MB
017 Tuples.mp4	4.9 MB
018 Scala Basics - Assessment Test Exercises.mp4	1.4 MB
019 Scala Basics Assessment Test Questions.html	1.0 KB
020 Scala Basics - Assessment Test Solutions.mp4	11.6 MB
/07 Collections/
021 Intro to Collections.mp4	1.6 MB
022 Lists.mp4	16.6 MB
023 Arrays.mp4	7.5 MB
024 Sets.mp4	12.0 MB
025 Maps.mp4	14.1 MB
026 Collections - Assessment Test Exercise.mp4	1.2 MB
027 Scala Collections Assessment Test.html	1.0 KB
028 Collections Assessment Test - Solutions.mp4	12.5 MB
/08 Scala Programming Level Two/
029 Flow Control.mp4	17.1 MB
030 For Loops.mp4	11.7 MB
031 While Loops.mp4	11.8 MB
032 Functions.mp4	25.0 MB
033 Scala Programming Exercises.mp4	7.1 MB
034 Scala Programming Exercises - Solutions.mp4	34.0 MB
/09 Spark DataFrames with Scala/
035 Quick Note for Windows Users.html	1.6 KB
036 Introduction to Spark DataFrames.mp4	34.6 MB
037 DataFrames Overview.mp4	43.1 MB
038 Spark DataFrame Operations.mp4	61.4 MB
039 GroupBy and Aggregate Functions.mp4	34.0 MB
040 Missing data.mp4	30.9 MB
041 Date and Timestamps.mp4	31.2 MB
042 Quick Note on DataFrame Project.html	0.6 KB
043 DataFrame Project Exercises.mp4	4.4 MB
044 DataFrame Project - Solutions.mp4	49.4 MB
/10 Introduction to Machine Learning/
045 Introduction to Machine Learning.mp4	15.6 MB
046 Machine Learning with Spark.mp4	42.3 MB
047 IntelliJ IDEA Installation Overview.mp4	29.3 MB
/11 Regression with Spark/
048 Introduction to Linear Regression.mp4	14.2 MB
049 Introduction to Regression Section.mp4	2.7 MB
050 Linear Regression Documentation Example.mp4	29.2 MB
051 Alternate Linear Regression Data CSV File.html	0.7 KB
052 Linear Regression Walkthrough Part 1.mp4	47.7 MB
053 Linear Regression Walkthrough Part 2.mp4	21.5 MB
054 Linear Regression Exercise Project.mp4	7.3 MB
055 Linear Regression Project Solutions.mp4	49.3 MB
/12 Classification with Spark/
056 Introduction to Classification.mp4	25.6 MB
057 Classification Documentation Example.mp4	26.6 MB
058 Spark Classification - Logistic Regression Example - Part 1.mp4	52.4 MB
059 Spark Classification - Logistic Regression Example - Part 2.mp4	69.5 MB
060 Logistic Regression Project Exercise.mp4	6.6 MB
061 Classification Project Solutions.mp4	48.8 MB
/13 Model Evaluation/
062 Model Evaluation Overview.mp4	22.5 MB
063 Spark Model Evaluation - Documentation Example.mp4	67.3 MB
064 Spark - Model Evaluation - Regression Example.mp4	64.8 MB
/14 Clustering with Spark/
065 Introduction to Clustering with Spark.mp4	3.7 MB
066 KMeans Theory Lecture.mp4	10.7 MB
067 Note on Kmeans.html	0.8 KB
068 Example of KMeans with Spark.mp4	25.2 MB
069 Clustering Project Exercise Overview.mp4	14.0 MB
070 Clustering Project Exercises - Solutions.mp4	30.9 MB
/15 PCA with Spark/
071 PCA Theory Overview.mp4	7.0 MB
072 PCA with Spark - Documentation Example.mp4	15.2 MB
073 PCA with Spark - Project Exercise.mp4	10.7 MB
074 PCA Spark Exercise - Solutions.mp4	33.2 MB
/16 DataBricks and Spark/
075 Databricks Overview.mp4	65.5 MB
076 Introduction to Spark Recommendation Systems.mp4	9.4 MB
077 Spark Recommender System Implementation.mp4	35.2 MB
078 Zeppelin Notebooks on AWS Elastic MapReduce.mp4	70.5 MB
079 So whats next.html	1.4 KB
/17 BONUS DISCOUNT COUPONS/
080 BONUS DISCOUNT COUPONS.html	1.8 KB
/
[FreeTutorials.Us].txt	0.1 KB
Freetutorials.Us.url	0.1 KB
Total files 87