Introduction to Data analytics
- Offered byNPTEL
- Public/Government Institute
Introduction to Data analytics at NPTEL Overview
Introduction to Data analytics
at NPTEL
Mode of learning | Online |
Schedule type | Self paced |
Credential | Certificate |
Introduction to Data analytics
Table of content
Introduction to Data analytics at NPTEL Course details
Introduction to Data analytics
at NPTEL
Skills you will learn
More about this course
- Data Analytics is the science of analyzing data to convert information to useful knowledge.
- This knowledge could help us understand our world better, and in many contexts enable us to make better decisions
- This course seeks to present student with a wide range of data analytic techniques and is structured around the broad contours of the different types of data analytics, namely, descriptive, inferential, predictive, and prescriptive analytics.
Introduction to Data analytics at NPTEL Curriculum
Introduction to Data analytics
at NPTEL
Week 1 - Course Overview and Descriptive Statistics
Week 2 - Probability Distributions & Inferential Statistics
Week 3 - Inferential Statistics
Week 4 - Machine Learning
Week 5 - Supervised Learning (Regression and Classification Techniques) - I
Week 6 : Supervised Learning( Regression and Classification Techniques)-II
Week 7 - Association Rule Mining and Big Data
Week 8 - Clustering Analysis and Predictive Analytics
Week 9 - Course Summary Insight into the Final Exam
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