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

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

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762.58MB

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2021-09-13

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FreeCourseWeb com Udemy Machine Learning for BI PART Classification Modeling

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File Name

Size

Get Bonus Downloads Here.url

183B

~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.en.srt

2.95KB

~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4

29.76MB

~Get Your Files Here !/01 Getting Started/002 READ ME_ Important Notes for New Students.html

5.28KB

~Get Your Files Here !/01 Getting Started/003 About this Series.en.srt

3.16KB

~Get Your Files Here !/01 Getting Started/003 About this Series.mp4

9.4MB

~Get Your Files Here !/01 Getting Started/004 DOWNLOAD_ Course Resources.html

1.65KB

~Get Your Files Here !/01 Getting Started/004 Machine Learning Part 2 - Classification.pdf

3.48MB

~Get Your Files Here !/01 Getting Started/004 Maven_ML_Demos_Part_2.xlsx

252.23KB

~Get Your Files Here !/01 Getting Started/005 Setting Expectations.en.srt

4.31KB

~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp4

14.93MB

~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.en.srt

2.95KB

~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.mp4

8.36MB

~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.en.srt

3.27KB

~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.mp4

8.42MB

~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.en.srt

5.33KB

~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.mp4

14.93MB

~Get Your Files Here !/02 Intro to Classification/004 Classification 101.en.srt

5.93KB

~Get Your Files Here !/02 Intro to Classification/004 Classification 101.mp4

17.21MB

~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.en.srt

5.08KB

~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.mp4

12.36MB

~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.en.srt

5.21KB

~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.mp4

16.63MB

~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.en.srt

2.44KB

~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.mp4

8.29MB

~Get Your Files Here !/02 Intro to Classification/008 Overfitting.en.srt

5.63KB

~Get Your Files Here !/02 Intro to Classification/008 Overfitting.mp4

16.71MB

~Get Your Files Here !/03 Classification Models/001 Common Classification Models.en.srt

1.83KB

~Get Your Files Here !/03 Classification Models/001 Common Classification Models.mp4

5.92MB

~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).en.srt

1.71KB

~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).mp4

5.27MB

~Get Your Files Here !/03 Classification Models/003 KNN Examples.en.srt

6.6KB

~Get Your Files Here !/03 Classification Models/003 KNN Examples.mp4

18.31MB

~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.en.srt

14.17KB

~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.mp4

71.4MB

~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.en.srt

2.43KB

~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.mp4

7.22MB

~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.en.srt

3.54KB

~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.mp4

8.56MB

~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.en.srt

7.89KB

~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.mp4

24.81MB

~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.en.srt

11.13KB

~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.mp4

38.06MB

~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.en.srt

2.71KB

~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.mp4

9.07MB

~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.en.srt

3.9KB

~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.mp4

12.34MB

~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.en.srt

6.54KB

~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.mp4

19.55MB

~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.en.srt

7.48KB

~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.mp4

22.56MB

~Get Your Files Here !/03 Classification Models/013 Random Forests.en.srt

1.67KB

~Get Your Files Here !/03 Classification Models/013 Random Forests.mp4

7.37MB

~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.en.srt

11.9KB

~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.mp4

43.12MB

~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.en.srt

2.68KB

~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.mp4

9.38MB

~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.en.srt

3.55KB

~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.mp4

10.63MB

~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.en.srt

4.24KB

~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.mp4

15.12MB

~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.en.srt

2.63KB

~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.mp4

7.7MB

~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.en.srt

5.16KB

~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.mp4

21.9MB

~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.en.srt

3.62KB

~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.mp4

15.39MB

~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.en.srt

11.72KB

~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.mp4

42.17MB

~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.en.srt

2.87KB

~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.mp4

12.47MB

~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.en.srt

2.63KB

~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.mp4

9.55MB

~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.en.srt

6.13KB

~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.mp4

20.2MB

~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.en.srt

9.56KB

~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.mp4

43.43MB

~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.en.srt

1.38KB

~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.mp4

4.18MB

~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.en.srt

4.75KB

~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.mp4

13.82MB

~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.en.srt

5.04KB

~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.mp4

15.48MB

~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.en.srt

3.32KB

~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.mp4

9.94MB

~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.en.srt

3.59KB

~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.mp4

10.2MB

~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.en.srt

3.23KB

~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.mp4

10.26MB

~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.en.srt

6.08KB

~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.mp4

19.69MB

~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.en.srt

2.45KB

~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.mp4

8.45MB

~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.en.srt

1.67KB

~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.mp4

4.66MB

~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.en.srt

740B

~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.mp4

3.42MB

~Get Your Files Here !/05 Wrapping Up/002 BONUS LECTURE.html

7.59KB

~Get Your Files Here !/Bonus Resources.txt

357B

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