Udemy Introduction to Data Science | 9A61B6F44BAFB385704CAE37110040678DD2D061

Udemy Introduction to Data Science

Name	Udemy - Introduction to Data Science	DOWNLOAD Copy Link
Total Size	2.6 GB
Total Files	34
Hash	9A61B6F44BAFB385704CAE37110040678DD2D061

/02 Modeling and Machine Learning/
002 Validating Models.mp4	118.1 MB
015 Evaluating Models.mp4	148.2 MB
TestTrainExample.Rproj	0.3 KB
009 Decision Trees and Random Forest background.mp4	58.7 MB
TestTrainSplit.Rmd	2.5 KB
007 Logistic Regression background.mp4	64.6 MB
006 Linear Regression practice.mp4	149.7 MB
005 Linear Regression background.mp4	166.7 MB
013 Gradient Boosting.mp4	74.1 MB
008 Logistic Regression practice.mp4	123.0 MB
001 Mapping Business to Machine Learning Tasks.mp4	47.3 MB
004 Naive Bayes practice.mp4	103.0 MB
salaryData.rds	12.5 KB
011 Generalized Additive Models.mp4	61.0 MB
010 Random Forest practice.mp4	80.3 MB
Examples.R	3.3 KB
012 Support Vector Machines.mp4	150.3 MB
003 Naive Bayes background.mp4	81.5 MB
014 Regularization for Linear and Logistic Regression.mp4	70.6 MB
/04 Moving On/
001 Recommended Books.mp4	45.3 MB
003 Next Steps.mp4	16.4 MB
002 Further Topics.mp4	114.2 MB
/01 Course Overview/
homedata_lesson1_clean.rds	1.4 KB
Sec1_Lesson1_Walkthru.Rmd	1.6 KB
003 Starting with R and data.mp4	98.0 MB
homedata_lesson1_dirty.rds	1.5 KB
002 Walk-through of a data science project.mp4	49.2 MB
001 Course Introduction.mp4	29.1 MB
/03 Data/
002 Visualizing Data.mp4	114.8 MB
004 The Shape of Data.mp4	148.6 MB
005 Dealing with Categorical Variables.mp4	145.3 MB
003 Missing Values.mp4	104.5 MB
006 Useful Data Transformations.mp4	115.2 MB
001 Loading Data in R.mp4	90.8 MB
Total files 34