The Department of CSE and Department of Mathematics, National Institute of Technology (NIT), Warangal is organizing an Online Short Term Course on Data Analytics with Python from February 8 to 12, 2021.
National Institute of Technology Warangal, formerly known as Regional Engineering College was established in 1959. Over the years it has developed into a premier institute of higher learning and is ranked among the top technical education institutions in India.
There are 13 Departments offering eight undergraduate and 32 post-graduate programs besides doctoral programs. About 5000 students across the country and about 500 international students study on the campus. It is a fully residential campus sprawling over 250 acres with excellent infrastructure, state of the art library, seminar halls, guest houses, and laboratories.
- The program will positively impact the perceived ability to understand recent advances in data analytics.
- Participants will be able to demonstrate knowledge of machine learning techniques to solve real-world problems in data science, and various other applications.
- Introduction: What is Data Analytics Real-life examples and Applications, Machine Learning vs. Data Science vs. AI, Machine Learning.
- Python Essentials: Primitive Data types, lists, tuples, dictionaries, strings, Data manipulation tools (Operators,
Functions, Packages, control structures, Loops, arrays), Importing Data from various sources (CSV, txt, excel), Exporting Data to various formats.
- Regression: Linear Regression, Polynomial Regression.
- Classification: SVM, Multi-class SVM, Decision trees, KNearest Neighbors. Ensemble Learning.
- Clustering: K-means, Hierarchical, and other clustering approaches
- Recommendation Systems: Introduction, Types of recommender systems, Content-based, Collaborative filtering.
- Muti-Criteria Decision Making using AHP, Vikor, Topsis Hands-on to the majority of the topics using Python.
Who can Attend?
Faculty members in all disciplines of Engineering, Sciences, Mathematics, Life sciences, Management, Post-Doctoral Fellows, Research Scholars, PG students, UG students who have an aptitude to work in the areas of data analytics.
Eminent faculty from IITs, Central Universities, Industry, and Senior Faculty from different departments of NIT Warangal, will deliver lectures and conduct hands-on sessions.
- Faculty, Post-doctoral fellows, Research Scholars, PG students, UG students: Rs. 500/-
- Industry participants: Rs. 1000/-
The registration fee may be remitted Online through NEFT to the Bank account: Account Number: 62403680215 (Savings Account); Account Name: Center for Continuing Education NITW; Bank Name: State Bank of India (SBI); Branch: NIT Warangal; IFSC Code: SBIN0020149.
To register online for the course, click here. The last date to register is January 25, 2021.
Participants will get an e-certificate upon successful completion of the course. Course material, session recordings will be shared with participants with the consent of the speaker.
Dr. M. Sandhya,
Assistant Professor, Mobile: 9394468554
Department of CSE
For full notification, click the link below.