Introduction To Data Science

磁力链接/BT种子名称

Introduction To Data Science

磁力链接/BT种子简介

种子哈希：970765528cae912425ce1054a442aed30b676bc7
文件大小： 2.39G
已经下载：431次
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收录时间：2017-02-12
最近下载：2025-06-04

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文件列表

  • 02 Modeling and Machine Learning/005 Linear Regression background.mp4 166.7 MB
  • 01 Course Overview/002 Walk-through of a data science project.mp4 49.2 MB
  • 01 Course Overview/003 Starting with R and data.mp4 98.0 MB
  • 01 Course Overview/homedata_lesson1_clean.rds 1.4 kB
  • 01 Course Overview/homedata_lesson1_dirty.rds 1.5 kB
  • 01 Course Overview/Sec1_Lesson1_Walkthru.Rmd 1.6 kB
  • 02 Modeling and Machine Learning/001 Mapping Business to Machine Learning Tasks.mp4 47.3 MB
  • 02 Modeling and Machine Learning/002 Validating Models.mp4 118.1 MB
  • 02 Modeling and Machine Learning/003 Naive Bayes background.mp4 81.5 MB
  • 02 Modeling and Machine Learning/004 Naive Bayes practice.mp4 103.0 MB
  • 01 Course Overview/001 Course Introduction.mp4 29.1 MB
  • 02 Modeling and Machine Learning/006 Linear Regression practice.mp4 149.7 MB
  • 02 Modeling and Machine Learning/007 Logistic Regression background.mp4 64.6 MB
  • 02 Modeling and Machine Learning/008 Logistic Regression practice.mp4 123.0 MB
  • 02 Modeling and Machine Learning/009 Decision Trees and Random Forest background.mp4 58.7 MB
  • 02 Modeling and Machine Learning/010 Random Forest practice.mp4 80.3 MB
  • 02 Modeling and Machine Learning/011 Generalized Additive Models.mp4 61.0 MB
  • 02 Modeling and Machine Learning/012 Support Vector Machines.mp4 150.3 MB
  • 02 Modeling and Machine Learning/013 Gradient Boosting.mp4 74.1 MB
  • 02 Modeling and Machine Learning/014 Regularization for Linear and Logistic Regression.mp4 70.6 MB
  • 02 Modeling and Machine Learning/015 Evaluating Models.mp4 148.2 MB
  • 02 Modeling and Machine Learning/Examples.R 3.3 kB
  • 02 Modeling and Machine Learning/salaryData.rds 12.5 kB
  • 02 Modeling and Machine Learning/TestTrainExample.Rproj 257 Bytes
  • 02 Modeling and Machine Learning/TestTrainSplit.Rmd 2.5 kB
  • 03 Data/001 Loading Data in R.mp4 90.8 MB
  • 03 Data/002 Visualizing Data.mp4 114.8 MB
  • 03 Data/003 Missing Values.mp4 104.5 MB
  • 03 Data/004 The Shape of Data.mp4 148.6 MB
  • 03 Data/005 Dealing with Categorical Variables.mp4 145.3 MB
  • 03 Data/006 Useful Data Transformations.mp4 115.2 MB
  • 04 Moving On/001 Recommended Books.mp4 45.3 MB
  • 04 Moving On/002 Further Topics.mp4 114.2 MB
  • 04 Moving On/003 Next Steps.mp4 16.4 MB
  • Torrent downloaded from www.DNoid.me - Demonoid.txt 56 Bytes

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