4th Workshop on Machine Learning & Data Analytics

(Online and Self Sponsored Programme)
15th to 29th May 2021
28th May 2021 to 11th June 2021

Jointly organized by
Network Security & Cryptography Lab, Machine Learning & Optimization Lab and Data Analytics Lab

Indian Institute of Information Technology, Allahabad.



Due to ongoing crisis, the workshop is scheduled from 28th May 2021 to 11th June 2021. Last Date of registration is extended till 27th May 2021.
Schedule
Date Session 1 (9.30 - 11.00 AM) Session 2 (11.30 AM - 1.00 PM) Session 3 (Hands on - 4.00 - 6.00 PM)
28/5/2021 Inauguration Introduction to Machine Learning Anaconda & Google Colab
29/5/2021 KNN Perceptron Linear Regression Hands-On
30/5/2021 Decision Tree SVM/ANN Hands-On
31/5/2021 ANN to Deep Learning CNN to Autoencoder Hands-On
1/6/2021 RNN/LSTM GCN/GAN Hands-On
2/6/2021 Break (Open for queries) Break (Open for Querieis) Break (Open for Queries)
3/6/2021 Introduction to DM & Association Mining Classification-DT, Bayesian Hands-On
4/6/2021 Hierarchical and Densite based Clustering of large data Big Data Analytics (MR, Spark) Hands-On
5/6/2021 Data Classes, K-Anonymity, L-Diversity, T-Closeness Differential Privacy, Risks in Machine Learning, Social Network Data Classification Suppression and Generalization in K-Anonymity & ELK Stack Demo
6/6/2021 Blockchain Basics Federated Machine Leanring using Blockchain Blockchain Smart Contract
7/6/2021
Capstone Project Discussion
8/6/2021
Capstone Project Discussion
9/6/2021
Capstone Project Discussion
10/6/2021
Capstone Project Discussion
11/6/2021
Capstone Project Presentation