Faculty Development Programme on Data Sciences

(8th to 12th November 2019)
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
  • Probability Theory
  • Statistics (Hypothesis and Inference)
  • Big Data Algorithms
  • Visualization ofData
  • Linear Algebra (Vectors andMatrices)
  • Machine Learning-Introduction
  • Classification and Regression
  • Introduction to Data Security
  • Overview of DeepLearning
  • Lab and Hands-on on the Hadoop, Python and Data visualization.