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[ TutSala.com ] Linkedin - Applied Machine Learning - Ensemble Learning

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177B

~Get Your Files Here !/1. Introduction/001. Explore ensemble learning.en.srt

2.68KB

~Get Your Files Here !/1. Introduction/001. Explore ensemble learning.mp4

13.73MB

~Get Your Files Here !/1. Introduction/002. What you should know.en.srt

2.2KB

~Get Your Files Here !/1. Introduction/002. What you should know.mp4

10.72MB

~Get Your Files Here !/1. Introduction/003. What tools you need.en.srt

3.82KB

~Get Your Files Here !/1. Introduction/003. What tools you need.mp4

18.19MB

~Get Your Files Here !/1. Introduction/004. Using the exercise files.en.srt

3.1KB

~Get Your Files Here !/1. Introduction/004. Using the exercise files.mp4

15.39MB

~Get Your Files Here !/2. Review Machine Learning Basics/005. What is machine learning.en.srt

6.06KB

~Get Your Files Here !/2. Review Machine Learning Basics/005. What is machine learning.mp4

32.03MB

~Get Your Files Here !/2. Review Machine Learning Basics/006. What does machine learning look like in real life.en.srt

5.54KB

~Get Your Files Here !/2. Review Machine Learning Basics/006. What does machine learning look like in real life.mp4

28.37MB

~Get Your Files Here !/2. Review Machine Learning Basics/007. What does an end-to-end machine learning pipeline look like.en.srt

6.13KB

~Get Your Files Here !/2. Review Machine Learning Basics/007. What does an end-to-end machine learning pipeline look like.mp4

29.22MB

~Get Your Files Here !/2. Review Machine Learning Basics/008. Bias-Variance trade-off.en.srt

10.15KB

~Get Your Files Here !/2. Review Machine Learning Basics/008. Bias-Variance trade-off.mp4

50.16MB

~Get Your Files Here !/3. Preparing the Data/009. Reading in the data.en.srt

4.81KB

~Get Your Files Here !/3. Preparing the Data/009. Reading in the data.mp4

24.5MB

~Get Your Files Here !/3. Preparing the Data/010. Cleaning up continuous features.en.srt

8.63KB

~Get Your Files Here !/3. Preparing the Data/010. Cleaning up continuous features.mp4

47.55MB

~Get Your Files Here !/3. Preparing the Data/011. Cleaning up categorical features.en.srt

9.91KB

~Get Your Files Here !/3. Preparing the Data/011. Cleaning up categorical features.mp4

47.31MB

~Get Your Files Here !/3. Preparing the Data/012. Write out all train, validation, and test sets.en.srt

8.05KB

~Get Your Files Here !/3. Preparing the Data/012. Write out all train, validation, and test sets.mp4

45.72MB

~Get Your Files Here !/4. What is Ensemble Learning/013. What is ensemble learning.en.srt

6.95KB

~Get Your Files Here !/4. What is Ensemble Learning/013. What is ensemble learning.mp4

36.11MB

~Get Your Files Here !/4. What is Ensemble Learning/014. How does ensemble learning work.en.srt

5KB

~Get Your Files Here !/4. What is Ensemble Learning/014. How does ensemble learning work.mp4

26.08MB

~Get Your Files Here !/4. What is Ensemble Learning/015. Why is ensemble learning so powerful.en.srt

6.64KB

~Get Your Files Here !/4. What is Ensemble Learning/015. Why is ensemble learning so powerful.mp4

33.27MB

~Get Your Files Here !/5. Boosting/016. What is boosting.en.srt

7.43KB

~Get Your Files Here !/5. Boosting/016. What is boosting.mp4

37.24MB

~Get Your Files Here !/5. Boosting/017. How does boosting reduce overall error.en.srt

7.32KB

~Get Your Files Here !/5. Boosting/017. How does boosting reduce overall error.mp4

38.14MB

~Get Your Files Here !/5. Boosting/018. When should you consider using boosting.en.srt

6.61KB

~Get Your Files Here !/5. Boosting/018. When should you consider using boosting.mp4

31.85MB

~Get Your Files Here !/5. Boosting/019. What are examples of algorithms that use boosting.en.srt

5.52KB

~Get Your Files Here !/5. Boosting/019. What are examples of algorithms that use boosting.mp4

28.37MB

~Get Your Files Here !/5. Boosting/020. Explore boosting algorithms in Python.en.srt

6.49KB

~Get Your Files Here !/5. Boosting/020. Explore boosting algorithms in Python.mp4

33.9MB

~Get Your Files Here !/5. Boosting/021. Implement a boosting model.en.srt

14.47KB

~Get Your Files Here !/5. Boosting/021. Implement a boosting model.mp4

80.22MB

~Get Your Files Here !/6. Bagging/022. What is bagging.en.srt

7.99KB

~Get Your Files Here !/6. Bagging/022. What is bagging.mp4

42.64MB

~Get Your Files Here !/6. Bagging/023. How does bagging reduce overall error.en.srt

6.42KB

~Get Your Files Here !/6. Bagging/023. How does bagging reduce overall error.mp4

33.29MB

~Get Your Files Here !/6. Bagging/024. When should you consider using bagging.en.srt

3.86KB

~Get Your Files Here !/6. Bagging/024. When should you consider using bagging.mp4

19.96MB

~Get Your Files Here !/6. Bagging/025. What are examples of algorithms that use bagging.en.srt

6.87KB

~Get Your Files Here !/6. Bagging/025. What are examples of algorithms that use bagging.mp4

35.82MB

~Get Your Files Here !/6. Bagging/026. Explore bagging algorithms in Python.en.srt

3.83KB

~Get Your Files Here !/6. Bagging/026. Explore bagging algorithms in Python.mp4

19.16MB

~Get Your Files Here !/6. Bagging/027. Implement a bagging model.en.srt

7.88KB

~Get Your Files Here !/6. Bagging/027. Implement a bagging model.mp4

42.85MB

~Get Your Files Here !/7. Stacking/028. What is stacking.en.srt

8.26KB

~Get Your Files Here !/7. Stacking/028. What is stacking.mp4

38.63MB

~Get Your Files Here !/7. Stacking/029. How does stacking reduce overall error.en.srt

3.24KB

~Get Your Files Here !/7. Stacking/029. How does stacking reduce overall error.mp4

16.22MB

~Get Your Files Here !/7. Stacking/030. When should you consider using stacking.en.srt

4.25KB

~Get Your Files Here !/7. Stacking/030. When should you consider using stacking.mp4

19.75MB

~Get Your Files Here !/7. Stacking/031. What are examples of algorithms that use stacking.en.srt

5.69KB

~Get Your Files Here !/7. Stacking/031. What are examples of algorithms that use stacking.mp4

28.68MB

~Get Your Files Here !/7. Stacking/032. Explore stacking algorithms in Python.en.srt

6.91KB

~Get Your Files Here !/7. Stacking/032. Explore stacking algorithms in Python.mp4

35.9MB

~Get Your Files Here !/7. Stacking/033. Implement a stacking model.en.srt

10.9KB

~Get Your Files Here !/7. Stacking/033. Implement a stacking model.mp4

57.43MB

~Get Your Files Here !/8. Conclusion/034. Compare the three methods.en.srt

12.35KB

~Get Your Files Here !/8. Conclusion/034. Compare the three methods.mp4

62.99MB

~Get Your Files Here !/8. Conclusion/035. Compare all models on validation set.en.srt

17.02KB

~Get Your Files Here !/8. Conclusion/035. Compare all models on validation set.mp4

85.81MB

~Get Your Files Here !/8. Conclusion/036. How to continue advancing your skills.en.srt

3.15KB

~Get Your Files Here !/8. Conclusion/036. How to continue advancing your skills.mp4

16.32MB

~Get Your Files Here !/Bonus Resources.txt

386B

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_01/Begin/02_01.ipynb

2.07KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_01/Begin/ipynb_checkpoints/02_01-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_01/End/02_01.ipynb

6.95KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_01/End/ipynb_checkpoints/02_01-checkpoint.ipynb

6.95KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_02/Begin/02_02 - 02_03.ipynb

5.23KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_02/Begin/ipynb_checkpoints/02_02 - 02_03-checkpoint.ipynb

5.23KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_02/End/02_02 - 02_03.ipynb

69.27KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_02/End/ipynb_checkpoints/02_02 - 02_03-checkpoint.ipynb

69.27KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_03/Begin/02_02 - 02_03.ipynb

69.27KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_03/Begin/ipynb_checkpoints/02_02 - 02_03-checkpoint.ipynb

69.27KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_03/End/02_02 - 02_03.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_03/End/ipynb_checkpoints/02_02 - 02_03-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_04/Begin/02_04.ipynb

2.41KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_04/Begin/ipynb_checkpoints/02_04-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/02_04/End/02_04.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_01 - COMPLETED-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_01-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_02 - 02_03 - COMPLETED-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_02 - 02_03-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_02 - COMPLETED-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_03 - COMPLETED-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_04 - COMPLETED-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/02_Prep_the_data/ipynb_checkpoints/02_04-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/04_05/Begin/04_05.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/04_05/End/04_05.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/04_05/End/ipynb_checkpoints/04_05-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/04_06/Begin/04_06.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/04_06/End/04_06.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/04_06/End/ipynb_checkpoints/04_06-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/ipynb_checkpoints/04_05 - COMPLETED-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/ipynb_checkpoints/04_05-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/04_Boosting/ipynb_checkpoints/04_06 - COMPLETED-checkpoint.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/05_Bagging/05_06/End/05_06.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/07_Conclusion/07_02/Begin/07_02.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/07_Conclusion/07_02/End/07_02.ipynb

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/models/GB_model.pkl

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/models/RF_model.pkl

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/models/stacked_model.pkl

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/test_features.csv

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/test_labels.csv

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/titanic.csv

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/train_features.csv

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/train_labels.csv

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~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/val_features.csv

4.55KB

~Get Your Files Here !/Ex_Files_Applied_ML_Ensemble_Learning/Exercise Files/val_labels.csv

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