Mode of workshop: Online
This workshop will cover topics like
Day 1 : Sat 21st January, 2023
Module 1 : Introduction
- Concepts covered : It’s All About Data, Data Analytics, Data Mining, and Knowledge Discovery
- Live session : 2 hrs
Module 2 : Data and Relations-I
- Concepts covered : The Iris Data Set, Data Scales, Set and Matrix Representations Relations
- Live session : 1 hr
Module 3 : Data and Relations-II
- Concepts covered : Dissimilarity Measures, Similarity Measures, Sequence Relations, Sampling, and Quantization
- Live session : 2 hr
Learning Outcomes of the day : Identification of data, Choosing similarity and dissimilarity measures,
Sampling and quantization
Day 2 : Sat 28th January, 2023
Module 1 : Data Preprocessing
- Concepts covered : Error Types, Error Handling, Filtering, Data Transformation, Data Integration
- Live session : 2 hrs
Module 2 : Data Visualization-I
- Concepts covered : Diagrams
- Live session : 1 hr
Module 3 : Tutorial
- Concepts covered : Tutorials on Implementation
- Live session : 2 hr
Learning Outcomes of the day : Getting data ready for processing, Exploring the data
Day 3 : Sat 29th January, 2023
Module 1 : Data Visualization-II
- Concepts covered : Principal Component Analysis, Multidimensional Scaling, Sammon Mapping, Auto-encoder, Histograms
- Live session : 3 hrs
Module 2 : Data Visualization-II
- Concepts covered : Spectral Analysis
- Live session : 1 hr
Module 3 : Tutorial
- Concepts covered : Tutorials on Implementation
- Live session : 1 hr
Learning Outcomes of the day : Visualizing the data using various methods
Session dates: 21, 28 & 29 January, 2023
Time:
21st January – Saturday – 10 am to 1 pm, 2 pm – 4 pm
28th January – Saturday 10 am to 1 pm, 2 pm – 4 pm
29th January – Sunday 10 am to 1 pm, 2 pm – 4 pm
Last date of Registration: January 19th, 2022
Eligibility & Fees
Intended audience
- Industry Professionals/Students with basic knowledge of calculus-based mathematics
Pre- requisites
Knowledge of Calculus
Fees for the workshop:
Employed: ₹ 5900/- (5000 + 18% GST)
Students: ₹ 1180/- (1000 + 18% GST)
Faculty: ₹ 2360/- (2000 + 18% GST)
For Registration first login into NPTEL account then click here
Tags:
workshops