Introduction to Data analytics
4.0 /5- Offered byNPTEL
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 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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Introduction to Data analytics at NPTEL Students Ratings & Reviews
Introduction to Data analytics
at NPTEL
4/5
1 Rating- 3-41
V
Venkata Sai Netaji Nikhil
Introduction to Data analytics
Offered by NPTEL
4
Learning Experience: It was great. I learned about a lot of things in the course from scratch.
Faculty: The faculty are the professors from the esteemed IITs from all over India.
The course provides weekly videos and, an assignment to complete that week. As you have a whole week, time is your companion, you can learn at your own pace and complete the course within a week
Course Support: This course helped me a lot in understanding the basics of Data analytics, which is going to help me move forward in my future career.
Reviewed on 25 Aug 2023Read More
View 1 Review
Introduction to Data analytics
at NPTEL
Student Forum
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