NPTEL Workshop: Data Visualization using R

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

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