6th Workshop on Machine Learning & Data Analytics (MLDA)

(Online and Self Sponsored Programme)
1st June 2023 to 15th June 2023

Jointly organized by
Network Security & Cryptography Lab, Machine Learning & Optimization Lab and Data Analytics Lab
Indian Institute of Information Technology, Allahabad, Prayagraj, UP - 211015, India.

Tentative Schedule
Date Session 1 ( 10.00 AM - 01.00 PM) Session 2 (2.00 PM - 4.00 PM)
01/06/2023 Inauguration
Introduction to Machine Learning
Basics (Python, Anaconda, NumPy, Google Collab) Hands-on
02/06/2023 Introduction to Classification (Logistic Regression/ Perceptron)
Linear Regression
Linear Regression (Hands-on)
Support Vector Machine (SVM)
SVM (Hands-on)
03/06/2023 Artificial Neural Network (ANN)
Introduction to NLP and text classification
NLP (Hands-on)
Artificial Neural Network (ANN) (Hands-on)
04/06/2023 Deep Learning (CNN/RNN)
Introduction to Deep Learning (Hands-on)
05/06/2023 Applied Mathematics for Data Science
Introduction to Data Mining and Classification (DT, BC)
Classification Algorithms on Google Colab (Hands-On)
06/06/2023 Big Data and Distributed Mining( Hadoop MR, Spark based algorithms)
Visualization of Multi-Dimensional Data
Hadoop MR/Spark based mining (Hands-On)
07/06/2023 Data Security
Introduction to Blockchain
Blockchain (Hands-On)
08/06/2022 Security Risk in Machine Learning
Machine Learning for Security (Hands-on)
09-14/06/2023 Capstone Project Discussion
15/06/2023 Capstone Project Evaluation