[ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 2 - Classification Modeling

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[ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 2 - Classification Modeling

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收录时间：2024-01-08
最近下载：2025-06-01

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文件列表

  • ~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.mp4 74.9 MB
  • ~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.mp4 45.5 MB
  • ~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.mp4 45.2 MB
  • ~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.mp4 44.2 MB
  • ~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.mp4 39.9 MB
  • ~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4 31.2 MB
  • ~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.mp4 26.0 MB
  • ~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.mp4 23.7 MB
  • ~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.mp4 23.0 MB
  • ~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.mp4 21.2 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.mp4 20.6 MB
  • ~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.mp4 20.5 MB
  • ~Get Your Files Here !/03 Classification Models/003 KNN Examples.mp4 19.2 MB
  • ~Get Your Files Here !/02 Intro to Classification/004 Classification 101.mp4 18.1 MB
  • ~Get Your Files Here !/02 Intro to Classification/008 Overfitting.mp4 17.5 MB
  • ~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.mp4 17.4 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.mp4 16.2 MB
  • ~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.mp4 16.1 MB
  • ~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.mp4 15.9 MB
  • ~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp4 15.7 MB
  • ~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.mp4 15.7 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.mp4 14.5 MB
  • ~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.mp4 13.1 MB
  • ~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.mp4 13.0 MB
  • ~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.mp4 12.9 MB
  • ~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.mp4 11.1 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.mp4 10.8 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.mp4 10.7 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.mp4 10.4 MB
  • ~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.mp4 10.0 MB
  • ~Get Your Files Here !/01 Getting Started/003 About this Series.mp4 9.9 MB
  • ~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.mp4 9.8 MB
  • ~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.mp4 9.5 MB
  • ~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.mp4 9.0 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.mp4 8.9 MB
  • ~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.mp4 8.8 MB
  • ~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.mp4 8.8 MB
  • ~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.mp4 8.7 MB
  • ~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.mp4 8.1 MB
  • ~Get Your Files Here !/03 Classification Models/013 Random Forests.mp4 7.7 MB
  • ~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.mp4 7.6 MB
  • ~Get Your Files Here !/03 Classification Models/001 Common Classification Models.mp4 6.2 MB
  • ~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).mp4 5.5 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.mp4 4.9 MB
  • ~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.mp4 4.4 MB
  • ~Get Your Files Here !/01 Getting Started/004 Machine Learning Part 2 - Classification.pdf 3.6 MB
  • ~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.mp4 3.6 MB
  • ~Get Your Files Here !/01 Getting Started/004 Maven_ML_Demos_Part_2.xlsx 258.3 kB
  • ~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.en.srt 14.5 kB
  • ~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.en.srt 12.2 kB
  • ~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.en.srt 12.0 kB
  • ~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.en.srt 11.4 kB
  • ~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.en.srt 9.8 kB
  • ~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.en.srt 8.1 kB
  • ~Get Your Files Here !/05 Wrapping Up/002 BONUS LECTURE.html 7.8 kB
  • ~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.en.srt 7.7 kB
  • ~Get Your Files Here !/03 Classification Models/003 KNN Examples.en.srt 6.8 kB
  • ~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.en.srt 6.7 kB
  • ~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.en.srt 6.3 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.en.srt 6.2 kB
  • ~Get Your Files Here !/02 Intro to Classification/004 Classification 101.en.srt 6.1 kB
  • ~Get Your Files Here !/02 Intro to Classification/008 Overfitting.en.srt 5.8 kB
  • ~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.en.srt 5.5 kB
  • ~Get Your Files Here !/01 Getting Started/002 READ ME_ Important Notes for New Students.html 5.4 kB
  • ~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.en.srt 5.3 kB
  • ~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.en.srt 5.3 kB
  • ~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.en.srt 5.2 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.en.srt 5.2 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.en.srt 4.9 kB
  • ~Get Your Files Here !/01 Getting Started/005 Setting Expectations.en.srt 4.4 kB
  • ~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.en.srt 4.3 kB
  • ~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.en.srt 4.0 kB
  • ~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.en.srt 3.7 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.en.srt 3.7 kB
  • ~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.en.srt 3.6 kB
  • ~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.en.srt 3.6 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.en.srt 3.4 kB
  • ~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.en.srt 3.3 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.en.srt 3.3 kB
  • ~Get Your Files Here !/01 Getting Started/003 About this Series.en.srt 3.2 kB
  • ~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.en.srt 3.0 kB
  • ~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.en.srt 3.0 kB
  • ~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.en.srt 2.9 kB
  • ~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.en.srt 2.8 kB
  • ~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.en.srt 2.7 kB
  • ~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.en.srt 2.7 kB
  • ~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.en.srt 2.7 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.en.srt 2.5 kB
  • ~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.en.srt 2.5 kB
  • ~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.en.srt 2.5 kB
  • ~Get Your Files Here !/03 Classification Models/001 Common Classification Models.en.srt 1.9 kB
  • ~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).en.srt 1.7 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.en.srt 1.7 kB
  • ~Get Your Files Here !/03 Classification Models/013 Random Forests.en.srt 1.7 kB
  • ~Get Your Files Here !/01 Getting Started/004 DOWNLOAD_ Course Resources.html 1.7 kB
  • ~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.en.srt 1.4 kB
  • ~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.en.srt 740 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 357 Bytes
  • Get Bonus Downloads Here.url 183 Bytes

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