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~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
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~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
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~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
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~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
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~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
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~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
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~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
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~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
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~Get Your Files Here !/3. Preparing the Data/009. Reading in the data.en.srt
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~Get Your Files Here !/3. Preparing the Data/009. Reading in the data.mp4
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~Get Your Files Here !/3. Preparing the Data/010. Cleaning up continuous features.en.srt
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~Get Your Files Here !/3. Preparing the Data/010. Cleaning up continuous features.mp4
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~Get Your Files Here !/3. Preparing the Data/011. Cleaning up categorical features.en.srt
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~Get Your Files Here !/3. Preparing the Data/011. Cleaning up categorical features.mp4
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~Get Your Files Here !/3. Preparing the Data/012. Write out all train, validation, and test sets.en.srt
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~Get Your Files Here !/3. Preparing the Data/012. Write out all train, validation, and test sets.mp4
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~Get Your Files Here !/4. What is Ensemble Learning/013. What is ensemble learning.en.srt
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~Get Your Files Here !/4. What is Ensemble Learning/013. What is ensemble learning.mp4
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~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
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~Get Your Files Here !/4. What is Ensemble Learning/015. Why is ensemble learning so powerful.en.srt
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~Get Your Files Here !/4. What is Ensemble Learning/015. Why is ensemble learning so powerful.mp4
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~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
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~Get Your Files Here !/5. Boosting/017. How does boosting reduce overall error.en.srt
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~Get Your Files Here !/5. Boosting/017. How does boosting reduce overall error.mp4
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~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
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~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
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~Get Your Files Here !/5. Boosting/020. Explore boosting algorithms in Python.en.srt
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~Get Your Files Here !/5. Boosting/020. Explore boosting algorithms in Python.mp4
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~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
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~Get Your Files Here !/6. Bagging/022. What is bagging.en.srt
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~Get Your Files Here !/6. Bagging/022. What is bagging.mp4
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~Get Your Files Here !/6. Bagging/023. How does bagging reduce overall error.en.srt
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~Get Your Files Here !/6. Bagging/023. How does bagging reduce overall error.mp4
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~Get Your Files Here !/6. Bagging/024. When should you consider using bagging.en.srt
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~Get Your Files Here !/6. Bagging/024. When should you consider using bagging.mp4
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~Get Your Files Here !/6. Bagging/025. What are examples of algorithms that use bagging.en.srt
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~Get Your Files Here !/6. Bagging/025. What are examples of algorithms that use bagging.mp4
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~Get Your Files Here !/6. Bagging/026. Explore bagging algorithms in Python.en.srt
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~Get Your Files Here !/6. Bagging/026. Explore bagging algorithms in Python.mp4
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~Get Your Files Here !/6. Bagging/027. Implement a bagging model.en.srt
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~Get Your Files Here !/6. Bagging/027. Implement a bagging model.mp4
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~Get Your Files Here !/7. Stacking/028. What is stacking.en.srt
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~Get Your Files Here !/7. Stacking/028. What is stacking.mp4
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~Get Your Files Here !/7. Stacking/029. How does stacking reduce overall error.en.srt
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~Get Your Files Here !/7. Stacking/029. How does stacking reduce overall error.mp4
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~Get Your Files Here !/7. Stacking/030. When should you consider using stacking.en.srt
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~Get Your Files Here !/7. Stacking/030. When should you consider using stacking.mp4
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~Get Your Files Here !/7. Stacking/031. What are examples of algorithms that use stacking.en.srt
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~Get Your Files Here !/7. Stacking/031. What are examples of algorithms that use stacking.mp4
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~Get Your Files Here !/7. Stacking/032. Explore stacking algorithms in Python.en.srt
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~Get Your Files Here !/7. Stacking/032. Explore stacking algorithms in Python.mp4
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~Get Your Files Here !/7. Stacking/033. Implement a stacking model.en.srt
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~Get Your Files Here !/7. Stacking/033. Implement a stacking model.mp4
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~Get Your Files Here !/8. Conclusion/034. Compare the three methods.en.srt
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~Get Your Files Here !/8. Conclusion/034. Compare the three methods.mp4
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~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
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~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
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