MS in Applied Artificial Intelligence [AAI]: 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

TensorFlow

• YouTube videos from TensorFlow: https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ