IIT Bombay - Learning Analytics Tools by NPTEL
- Offered byNPTEL
Learning Analytics Tools by NPTEL at NPTEL Overview
Learning Analytics Tools by NPTEL
at NPTEL
Offered by Indian Institute of Technology Bombay and NPTEL
Duration | 12 weeks |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Go to Website  |
Credential | Certificate |
Learning Analytics Tools by NPTEL at NPTEL Highlights
Learning Analytics Tools by NPTEL
at NPTEL
- Offered by IIT Bombay
- Final score comprises of 25% of average of best 8 assignments and 75% of the proctored certification exam score out of 100
- Enrollments start from 20 July 2020
- Course conducted by Prof. Ramkumar Rajendran (IIT Bombay alumni)
- Enroll for free
- Pay for Certification Examination
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Learning Analytics Tools by NPTEL at NPTEL Course details
Learning Analytics Tools by NPTEL
at NPTEL
More about this course
- Learning analytics is a method to collect, measure, analysis and reporting of data about learners and their interactions with a learning environment. Learning analytics is applying analytics on educational data to infer the student learning process and to provide support. Learning analytics is important course in the data era and it will help the learner to apply analytics on data from education domain and help the students to learn.
Learning Analytics Tools by NPTEL at NPTEL Curriculum
Learning Analytics Tools by NPTEL
at NPTEL
Week 1: Intro To Data Analytics
Week 2: Data Collection from Different learning environment
Week 3: Intro to Machine Learning
Week 4: Descriptive Analytics
Week 5: Intro to iSAT
Week 6: Sequential Pattern Mining
Week 7: Predictive Analytics
Week 8: Decision Tree
Week 9: Clustering
Week 10: Text analytics
Week 11: Intro Multimodal Learning Analytics
Week 12: Advanced topics in LA
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