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MS in Applied Data Science
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MS in Applied Data Science: Video Resources
this guide was developed for the distance MS in Applied Data Science
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Python
R
Machine Learning and Statistics
DataSet Resources
Finding Articles
Web Resources
Video Resources
Data Visualization
Version Control & GitHub Resources
SQL/Excel/SAS
Writing and Citing
Video Resources
Machine Learning
Machine Learning Series by Andrew Ng (Coursera):
https://www.youtube.com/playlist?list=PLZ9qNFMHZ-A4rycgrgOYma6zxF4BZGGPW
Python -
LearnPython.org (Interactive Tutorial):
Short, interactive tutorial for those who just need a quick way to pick up Python syntax
https://www.learnpython.org/
Data Visualization in Python (Video Series) - Tutorial on using the
matplotlib
library in Python
https://www.youtube.com/watch?v=q7Bo_J8x_dw&list=
PLQVvvaa0QuDfefDfXb9Yf0la1fPDKluPF
R
Introduction to Data Science with R by David Langer Videos:
https://www.youtube.com/playlist?list=PLTJTBoU5HOCRrTs3cJK-PbHM39cwCU0PF
Data Visualization in R (Video Series) - Tutorial on using the
ggplot
library in R:
https://www.youtube.com/playlist?list=PLDWCGvw0A7lU_2Il8sMwI6_ZFV7EnuyVq
SQL
Intro to SQL by Khan Academy (Course):
Comprehensive video series that covers every important SQL topic:
https://www.khanacademy.org/computing/computer-programming/sql
Tableau
Training Videos:
https://www.tableau.com/learn/training/20201
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