Media Storage Type : 32 GB USB Stick
NPTEL Subject Matter Expert : Prof. Ramkumar Rajendran
NPTEL Co-ordinating Institute : IIT Bombay
NPTEL Lecture Count : 18
NPTEL Course Size : 3.5 GB
NPTEL PDF Text Transcription : Available and Included
NPTEL Subtitle Transcription : Available and Included (SRT)
Lecture Titles:
Lecture 1 - Introduction to Learning Analytics
Lecture 2 - LA, EDM and Academic Analytics
Lecture 3 - Types of Learning Analytics - I
Lecture 4 - Types of Learning Analytics - II
Lecture 5 - Data Collection
Lecture 6 - Data Collection in TELE
Lecture 7 - Data collection in MOOC
Lecture 8 - Multichannel Data
Lecture 9 - Ethics and Data Privacy in LA
Lecture 10 - Descriptive Analytics
Lecture 11 - Data Visualization
Lecture 12 - YouTube Analytics Dashboard
Lecture 13 - MOOCs Analytics Dashboard
Lecture 14 - Predictive Analytics
Lecture 15 - Linear Regression
Lecture 16 - Weka demo and how to read the results
Lecture 17 - MOOC data for Course Project
Lecture 18 - Summary of the Course