Machine Learning and AI Foundations - Classification Modeling torrent, magnet, bt

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Machine Learning and AI Foundations - Classification Modeling

magnet:?xt=urn:btih:C603ECB0F78AC9B38623BBFDE6E1BA46FC06FAC5&dn=Machine%20Learning%20and%20AI%20Foundations%20-%20Classification%20Modeling

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C603ECB0F78AC9B38623BBFDE6E1BA46FC06FAC5

Number of Files:

Content Size:

249.93MB

Convert On:

2019-07-16

Keywords:

Machine Learning and AI Foundations Classification Modeling

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magnet:?xt=urn:btih:C603ECB0F78AC9B38623BBFDE6E1BA46FC06FAC5&dn=Machine%20Learning%20and%20AI%20Foundations%20-%20Classification%20Modeling

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File Name

Size

4.3. Algorithms on Parade/18.Logistic regression.mp4

24.63MB

1.Introduction/01.Classification problems in machine learning.mp4

3.9MB

1.Introduction/02.What you should know.en.srt

2.47KB

1.Introduction/02.What you should know.mp4

3.64MB

1.Introduction/03.Defining terms.en.srt

4.96KB

1.Introduction/03.Defining terms.mp4

4.95MB

2.1. The Big Picture - Defining Your Classification Strategy/04.The importance of binary classification.en.srt

2.79KB

2.1. The Big Picture - Defining Your Classification Strategy/04.The importance of binary classification.mp4

3.21MB

2.1. The Big Picture - Defining Your Classification Strategy/05.Binary vs. multinomial.en.srt

5.36KB

2.1. The Big Picture - Defining Your Classification Strategy/05.Binary vs. multinomial.mp4

8.94MB

2.1. The Big Picture - Defining Your Classification Strategy/06.So-called “black box” techniques.en.srt

4.31KB

2.1. The Big Picture - Defining Your Classification Strategy/06.So-called “black box” techniques.mp4

6.66MB

2.1. The Big Picture - Defining Your Classification Strategy/07.One task, many algorithms.en.srt

3.67KB

2.1. The Big Picture - Defining Your Classification Strategy/07.One task, many algorithms.mp4

8.53MB

2.1. The Big Picture - Defining Your Classification Strategy/08.Statistics vs. machine learning.en.srt

4.08KB

2.1. The Big Picture - Defining Your Classification Strategy/08.Statistics vs. machine learning.mp4

6.68MB

2.1. The Big Picture - Defining Your Classification Strategy/09.Model assessment vs. business evaluation.en.srt

2.32KB

2.1. The Big Picture - Defining Your Classification Strategy/09.Model assessment vs. business evaluation.mp4

4.87MB

3.2. How Do I Choose a 'Winner'/10.Training and test partitions.en.srt

4.65KB

3.2. How Do I Choose a 'Winner'/10.Training and test partitions.mp4

5.46MB

3.2. How Do I Choose a 'Winner'/11.Lift Charts.en.srt

2.75KB

3.2. How Do I Choose a 'Winner'/11.Lift Charts.mp4

3.37MB

3.2. How Do I Choose a 'Winner'/12.Gains tables.en.srt

3.41KB

3.2. How Do I Choose a 'Winner'/12.Gains tables.mp4

4.46MB

3.2. How Do I Choose a 'Winner'/13.Confusion matrix.en.srt

4.98KB

3.2. How Do I Choose a 'Winner'/13.Confusion matrix.mp4

6.07MB

4.3. Algorithms on Parade/14.Overview.en.srt

3.04KB

4.3. Algorithms on Parade/14.Overview.mp4

3.56MB

4.3. Algorithms on Parade/15.Discriminant with three categories.en.srt

9.19KB

4.3. Algorithms on Parade/15.Discriminant with three categories.mp4

12.15MB

4.3. Algorithms on Parade/16.Discriminant with two categories.en.srt

8.54KB

4.3. Algorithms on Parade/16.Discriminant with two categories.mp4

8.81MB

4.3. Algorithms on Parade/17.Stepwise discriminant.en.srt

1.68KB

4.3. Algorithms on Parade/17.Stepwise discriminant.mp4

1.76MB

4.3. Algorithms on Parade/18.Logistic regression.en.srt

16.93KB

1.Introduction/01.Classification problems in machine learning.en.srt

2.2KB

4.3. Algorithms on Parade/19.Stepwise logistic regression.en.srt

1.65KB

4.3. Algorithms on Parade/19.Stepwise logistic regression.mp4

1.74MB

4.3. Algorithms on Parade/20.Decision Trees.en.srt

6.5KB

4.3. Algorithms on Parade/20.Decision Trees.mp4

9.24MB

4.3. Algorithms on Parade/21.KNN.en.srt

6.14KB

4.3. Algorithms on Parade/21.KNN.mp4

8.88MB

4.3. Algorithms on Parade/22.Linear SVM.en.srt

12.3KB

4.3. Algorithms on Parade/22.Linear SVM.mp4

13.31MB

4.3. Algorithms on Parade/23.Neural nets.en.srt

12.68KB

4.3. Algorithms on Parade/23.Neural nets.mp4

14.87MB

4.3. Algorithms on Parade/24.Bayesian networks.en.srt

11.42KB

4.3. Algorithms on Parade/24.Bayesian networks.mp4

17.7MB

4.3. Algorithms on Parade/25.Ensembles.en.srt

7.02KB

4.3. Algorithms on Parade/25.Ensembles.mp4

9.42MB

5.4. Common Modeling Challenges/26.Imbalanced target categories.en.srt

4.4KB

5.4. Common Modeling Challenges/26.Imbalanced target categories.mp4

5.83MB

5.4. Common Modeling Challenges/27.Interactions.en.srt

6.49KB

5.4. Common Modeling Challenges/27.Interactions.mp4

8.24MB

5.4. Common Modeling Challenges/28.Missing data.en.srt

4.76KB

5.4. Common Modeling Challenges/28.Missing data.mp4

6.67MB

5.4. Common Modeling Challenges/29.Bias-variance trade-off and overfitting.en.srt

8.54KB

5.4. Common Modeling Challenges/29.Bias-variance trade-off and overfitting.mp4

11.2MB

5.4. Common Modeling Challenges/30.Data reduction.en.srt

11.07KB

5.4. Common Modeling Challenges/30.Data reduction.mp4

15.34MB

6.Conclusion/31.Next steps.en.srt

5.37KB

6.Conclusion/31.Next steps.mp4

5.65MB

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