Udemy - Introduction to Data Science
File List
- 02 Modeling and Machine Learning/005 Linear Regression background.mp4 159.0 MB
- 02 Modeling and Machine Learning/012 Support Vector Machines.mp4 143.4 MB
- 02 Modeling and Machine Learning/006 Linear Regression practice.mp4 142.8 MB
- 03 Data/004 The Shape of Data.mp4 141.7 MB
- 02 Modeling and Machine Learning/015 Evaluating Models.mp4 141.4 MB
- 03 Data/005 Dealing with Categorical Variables.mp4 138.5 MB
- 02 Modeling and Machine Learning/008 Logistic Regression practice.mp4 117.3 MB
- 02 Modeling and Machine Learning/002 Validating Models.mp4 112.6 MB
- 03 Data/006 Useful Data Transformations.mp4 109.9 MB
- 03 Data/002 Visualizing Data.mp4 109.4 MB
- 04 Moving On/002 Further Topics.mp4 108.9 MB
- 03 Data/003 Missing Values.mp4 99.6 MB
- 02 Modeling and Machine Learning/004 Naive Bayes practice.mp4 98.2 MB
- 01 Course Overview/003 Starting with R and data.mp4 93.4 MB
- 03 Data/001 Loading Data in R.mp4 86.6 MB
- 02 Modeling and Machine Learning/003 Naive Bayes background.mp4 77.8 MB
- 02 Modeling and Machine Learning/010 Random Forest practice.mp4 76.6 MB
- 02 Modeling and Machine Learning/013 Gradient Boosting.mp4 70.7 MB
- 02 Modeling and Machine Learning/014 Regularization for Linear and Logistic Regression.mp4 67.3 MB
- 02 Modeling and Machine Learning/007 Logistic Regression background.mp4 61.6 MB
- 02 Modeling and Machine Learning/011 Generalized Additive Models.mp4 58.2 MB
- 02 Modeling and Machine Learning/009 Decision Trees and Random Forest background.mp4 56.0 MB
- 01 Course Overview/002 Walk-through of a data science project.mp4 46.9 MB
- 02 Modeling and Machine Learning/001 Mapping Business to Machine Learning Tasks.mp4 45.1 MB
- 04 Moving On/001 Recommended Books.mp4 43.2 MB
- 01 Course Overview/001 Course Introduction.mp4 27.7 MB
- 04 Moving On/003 Next Steps.mp4 15.6 MB
- 02 Modeling and Machine Learning/salaryData.rds 12.2 KB
- 02 Modeling and Machine Learning/Examples.R 3.2 KB
- 02 Modeling and Machine Learning/TestTrainSplit.Rmd 2.5 KB
- 01 Course Overview/Sec1_Lesson1_Walkthru.Rmd 1.6 KB
- 01 Course Overview/homedata_lesson1_dirty.rds 1.4 KB
- 01 Course Overview/homedata_lesson1_clean.rds 1.4 KB
- 02 Modeling and Machine Learning/TestTrainExample.Rproj 257 bytes
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