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[FreeTutorials.Us] scala-and-spark-for-big-data-and-machine-learning
magnet:?xt=urn:btih:87ae0177a545d58379c66285040cce26ca94c617&dn=[FreeTutorials.Us] scala-and-spark-for-big-data-and-machine-learning
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87ae0177a545d58379c66285040cce26ca94c617
infohash:
68
文件数量
1.58 GB
文件大小
2018-7-14 15:59
创建日期
2024-8-8 10:06
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FreeTutorials
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scala-and-spark-for-big-data-and-machine-learning
01 Course Introduction/001 Introduction.mp4 9.8 MB
01 Course Introduction/003 Scala and Spark Overview.mp4 21.68 MB
02 Scala IDE Options and Overview/004 ScalaIDE Overview.mp4 6.23 MB
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/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
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/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/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/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/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/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
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/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
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