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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：
111
最近下载：
2024-9-22 09:55
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种子包含的文件
[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
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