Faculty Development Programme on Data Science for IoT [Online Mode]

(9th to 13th October 2020)
organized by

Data Analytics Lab, Indian Institute of Information Technology, Allahabad with the support of
AICTE Training And Learning (ATAL) Academy Programmes

Venue: Indian Institute of Information Technology, Allahabad (IIITA)
     
(As a part of celebration of IIIT-A beyond 20 by 2020)



Topics to be covered

  • Concept of Data Sciences
  • IoT Fundamentals and its Issues
  • Data Analysis in IoT Domain
  • Probability Theory & Statistics
  • Linear Algebra (Vectors and Matrices)
  • Big Data Algorithms & Analysis for IoT
  • Visualization of Data
  • Machine Learning Algorithms for IoT
  • Classification and Regression
  • Security Issues in IoT
  • Deep Learning Techniques used in IoT