5th Workshop on Machine Learning & Data Analytics (MLDA)

(Online and Self Sponsored Programme)
20th June 2022 to 29th June 2022

Jointly organized by
Network Security & Cryptography Lab, Machine Learning & Optimization Lab and Data Analytics Lab, IIIT Allahabad, India.
Intelligent Technology Innovation Lab (ITIL), Victoria University, Melbourne, Australia.


Schedule (Time is according to Indian Standard Time (IST))
Date Session 1 ( 8.00 AM - 11.00 AM) Session 2 (12.00 Noon - 2.00 PM)
20/06/2022 8.00 am to 8.15 am - Inauguration
8.15 am to 9.15 am - Multimodal Human Emotion Analysis Framework with a Deeper Dive on an Audio-based Perspective [Dr. Assefa, VU]
9.15am onwards - Introduction to Machine Learning [Prof. Verma, IIITA] 		Basics (Python, Anaconda, NumPy, Google Collab) Hands-on [Dr. Ojha, IIITA]
21/06/2022 8.00 am to 9.00 am - Introduction to Classification (Logistic Regression/ Perceptron) [Prof. Verma, IIITA]
9.00 am to 10.00 am - Linear Regression [Dr. K. P, IIITA]
10.00am to 11.00 am - Linear Regression (Hands-on) [Dr. K. P, IIITA]
12.00 to 01.00 pm - Support Vector Machine (SVM) [Prof. Verma, IIITA]
01.00 pm to 02.00 pm - SVM (Hands-on) [Prof. Verma/ Mr. Indrajeet, IIITA]
22/06/2022 8.00 am to 10.00 am - Artificial Neural Network (ANN) [Dr. K. P, IIITA]
10.00am to 11.00 am - Introduction to NLP and text classification [Dr. Sudha, VU] 		12.00 to 01.00 pm - NLP (Hands-on) [Dr. Sudha, VU]
01.00pm to 02.00 pm - Artificial Neural Network (ANN) (Hands-on) [Dr. K. P, IIITA]
23/06/2022 9.00 am to 10.00 am - Deep Learning (CNN/RNN) [Dr. Ojha, IIITA]
10.00am to 11.00 am - Audio Deep Learning with Python [Dr. Ayman, VU] 		12.00 to 01.00 pm - Audio Deep Learning (Handson) [Dr. Ayman, VU]
01.00pm to 02.00 pm - Introduction to Deep Learning (Hands-on) [Dr. Ojha, IIITA]
24/06/2022 8.00 am to 9.00 am - Applied Mathematics for Data Science (Dr. Satakshi, SHUATS)
10.00 am to 11.00 am - Introduction to Data Mining and Classification (DT, BC) (Dr. Manish, IIITA)
12 to 2.00 pm Classification Algorithms on Google Colab (Hands-On)
25/06/2022 8 am to 10 am - Big Data and Distributed Mining( Hadoop MR, Spark based algorithms) (Dr. Manish, IIITA)
10.00 to 11.00 am Visualization of Multi-Dimensional Data (Prof. Pavan, IIITA) 		12 to 2.00 pm Hadoop MR/Spark based mining (Hands-On)
26/06/2022 8.00 am to 10.00 am - Data Security [Dr. Venkat, IIITA]
10.00am to 11.00 am - Introduction to Blockchain [Dr. Kokila, IIITA] 		12 to 2.00 pm Blockchain (Hands-On) [Dr.Venkat/Mr. Yuvaraj/Mr. Raghav, IIITA]
27/06/2022 8.00 am to 9.00 am - Blockchained federated learning framework in industry 4.0 [Dr. Bruce, VU]
9.00 am to 11.00 am - Quantum Computing for Computer Scientist [Dr. Khandakar, VU] 		12.00 noon - 12. 30 pm - IBM Quantum Composer (Hands-on) [Dr. Khandakar, VU]
12.45 pm to 2.00 pm - Security Risk in Machine Learning [Dr. Venkat/Ms.Varsha, IIITA]
28/06/2022 Capstone Project Discussion
29/06/2022 Capstone Project Discussion