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种子名称： [FreeTutorials.Us] scala-and-spark-for-big-data-and-machine-learning
文件类型： 视频
文件数目： 68个文件
文件大小： 1.58 GB
收录时间： 2018-7-14 15:59
已经下载： 3次
资源热度： 114
最近下载： 2024-11-12 12:20

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[FreeTutorials.Us] scala-and-spark-for-big-data-and-machine-learning.torrent

01 Course Introduction/001 Introduction.mp49.8MB

01 Course Introduction/003 Scala and Spark Overview.mp421.68MB

02 Scala IDE Options and Overview/004 ScalaIDE Overview.mp46.23MB

03 Windows Scala and Spark Set-up and Installation/006 Windows Introduction.mp41.44MB

03 Windows Scala and Spark Set-up and Installation/008 Windows Scala and Spark Installation.mp438.68MB

03 Windows Scala and Spark Set-up and Installation/009 Atom Windows Installation.mp433.5MB

04 Mac OS Setup and Installation/011 Mac OS Installation and Setup.mp432.98MB

05 Linux Ubuntu Setup and Installation/012 Linux Ubuntu Setup and Installation.mp434.58MB

06 Scala Programming Level One/013 Arithmetic and Numbers.mp413.66MB

06 Scala Programming Level One/014 Values and Variables.mp414.2MB

06 Scala Programming Level One/015 Booleans and Comparison Operators.mp44.15MB

06 Scala Programming Level One/016 Strings and Basic Regex.mp423.55MB

06 Scala Programming Level One/017 Tuples.mp44.68MB

06 Scala Programming Level One/018 Scala Basics - Assessment Test Exercises.mp41.33MB

06 Scala Programming Level One/020 Scala Basics - Assessment Test Solutions.mp411.08MB

07 Collections/021 Intro to Collections.mp41.57MB

07 Collections/022 Lists.mp415.88MB

07 Collections/023 Arrays.mp47.18MB

07 Collections/024 Sets.mp411.46MB

07 Collections/025 Maps.mp413.45MB

07 Collections/026 Collections - Assessment Test Exercise.mp41.15MB

07 Collections/028 Collections Assessment Test - Solutions.mp411.91MB

08 Scala Programming Level Two/029 Flow Control.mp416.29MB

08 Scala Programming Level Two/030 For Loops.mp411.18MB

08 Scala Programming Level Two/031 While Loops.mp411.26MB

08 Scala Programming Level Two/032 Functions.mp423.83MB

08 Scala Programming Level Two/033 Scala Programming Exercises.mp46.8MB

08 Scala Programming Level Two/034 Scala Programming Exercises - Solutions.mp432.46MB

09 Spark DataFrames with Scala/036 Introduction to Spark DataFrames.mp432.99MB

09 Spark DataFrames with Scala/037 DataFrames Overview.mp441.07MB

09 Spark DataFrames with Scala/038 Spark DataFrame Operations.mp458.52MB

09 Spark DataFrames with Scala/039 GroupBy and Aggregate Functions.mp432.44MB

09 Spark DataFrames with Scala/040 Missing data.mp429.47MB

09 Spark DataFrames with Scala/041 Date and Timestamps.mp429.75MB

09 Spark DataFrames with Scala/043 DataFrame Project Exercises.mp44.19MB

09 Spark DataFrames with Scala/044 DataFrame Project - Solutions.mp447.14MB

10 Introduction to Machine Learning/045 Introduction to Machine Learning.mp414.86MB

10 Introduction to Machine Learning/046 Machine Learning with Spark.mp440.36MB

10 Introduction to Machine Learning/047 IntelliJ IDEA Installation Overview.mp427.91MB

11 Regression with Spark/048 Introduction to Linear Regression.mp413.52MB

11 Regression with Spark/049 Introduction to Regression Section.mp42.56MB

11 Regression with Spark/050 Linear Regression Documentation Example.mp427.86MB

11 Regression with Spark/052 Linear Regression Walkthrough Part 1.mp445.47MB

11 Regression with Spark/053 Linear Regression Walkthrough Part 2.mp420.54MB

11 Regression with Spark/054 Linear Regression Exercise Project.mp46.93MB

11 Regression with Spark/055 Linear Regression Project Solutions.mp447.04MB

12 Classification with Spark/056 Introduction to Classification.mp424.43MB

12 Classification with Spark/057 Classification Documentation Example.mp425.33MB

12 Classification with Spark/058 Spark Classification - Logistic Regression Example - Part 1.mp449.98MB

12 Classification with Spark/059 Spark Classification - Logistic Regression Example - Part 2.mp466.31MB

12 Classification with Spark/060 Logistic Regression Project Exercise.mp46.29MB

12 Classification with Spark/061 Classification Project Solutions.mp446.49MB

13 Model Evaluation/062 Model Evaluation Overview.mp421.43MB

13 Model Evaluation/063 Spark Model Evaluation - Documentation Example.mp464.21MB

13 Model Evaluation/064 Spark - Model Evaluation - Regression Example.mp461.81MB

14 Clustering with Spark/065 Introduction to Clustering with Spark.mp43.49MB

14 Clustering with Spark/066 KMeans Theory Lecture.mp410.16MB

14 Clustering with Spark/068 Example of KMeans with Spark.mp424MB

14 Clustering with Spark/069 Clustering Project Exercise Overview.mp413.34MB

14 Clustering with Spark/070 Clustering Project Exercises - Solutions.mp429.43MB

15 PCA with Spark/071 PCA Theory Overview.mp46.71MB

15 PCA with Spark/072 PCA with Spark - Documentation Example.mp414.45MB

15 PCA with Spark/073 PCA with Spark - Project Exercise.mp410.17MB

15 PCA with Spark/074 PCA Spark Exercise - Solutions.mp431.68MB

16 DataBricks and Spark/075 Databricks Overview.mp462.44MB

16 DataBricks and Spark/076 Introduction to Spark Recommendation Systems.mp48.99MB

16 DataBricks and Spark/077 Spark Recommender System Implementation.mp433.58MB

16 DataBricks and Spark/078 Zeppelin Notebooks on AWS Elastic MapReduce.mp467.19MB