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Free 8-week Online Course on Data Mining from IIT Kharagpur

IIT Kharagpur is providing a free on-line course on knowledge morning for college students and professionals via the NPTEL platform

Data mining is research of algorithms for locating patterns in massive knowledge units. It’s an integral a part of fashionable business, the place knowledge from its operations and prospects are mined for gaining enterprise perception. Additionally it is essential in fashionable scientific endeavors. Data mining is an interdisciplinary subject involving, databases, machine studying and algorithms. The course will cowl the basics of knowledge mining. It would clarify the essential algorithms like knowledge preprocessing, affiliation guidelines, classification, clustering, sequence mining and visualization. It would additionally clarify implementations in open supply software program. Lastly, case research on industrial issues will probably be demonstrated.

Abstract

Length : 8 weeks
Begin Date : 21 Feb 2022
Finish Date : 15 Apr 2022
Examination Date : 23 Apr 2022 IST
Enrollment Ends : 21 Feb 2022

Course structure

Week 1: Introduction, Data Preprocessing
Week 2: Affiliation Rule Mining, Classification Fundamentals
Week 3: Choice Tree, Bayes Classifier, Ok nearest neighbor
Week 4:Help Vector Machine, Kernel Machine
Week 5: Clustering, Outlier detection
Week 6: Sequence mining
Week 7: Analysis, Visualization.
Week 8: Case research

Course certificates

The course is free to enroll and study from. However if you need a certificates, it’s important to register and write the proctored examination performed by us in individual at any of the designated examination facilities.
The examination is optionally available for a charge of Rs 1000/-

The post Free 8-week Online Course on Data Mining from IIT Kharagpur appeared first on Udemy Free Udemy Courses | 100oFF Udemy Coupons.



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