7th Workshop on Machine Learning & Data Analytics (MLDA)

(Online and Self Sponsored Programme)
1st July 2024 to 15th July 2024
16th July 2024 to 30th July 2024

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.


Workshop is postponed. New date is 16th July 2024 to 30th July 2024

Tentative Schedule
Date Session 1 ( 10.00 AM - 12.00 Noon) Session 2 (4.00 PM - 6.00 PM)
16/07/2024 Inauguration
Introduction to Machine Learning 		Basics (Python, Anaconda, NumPy, Google Collab) Hands-on
17/07/2024 Introduction to Classification (Logistic Regression/ Perceptron)
Linear Regression
Linear Regression (Hands-on)
Support Vector Machine (SVM)
SVM (Hands-on)
18/07/2024 Artificial Neural Network (ANN)
Introduction to NLP and text classification 		NLP (Hands-on)
Artificial Neural Network (ANN) (Hands-on)
19/07/2024 Deep Learning (CNN/RNN)
 Introduction to Deep Learning (Hands-on)
20/07/2024 Applied Mathematics for Data Science
Classification Algorithms on Google Colab (Hands-On)
21/07/2024 Deep Learning Mathematics for ML by Dr. Sakashi, SHUATS, Prayagraj Hadoop MR/Spark based mining (Hands-On)
22/07/2024 Data Preparation and Feature Extraction/ Engineering by Dr. Ashutosh Mishra, IIIT Allahabad
Data Classification Methods by Dr. Tinku Singh, Chungbuk National University, South Korea [ Lecture is from 3.00 pm to 5.00 pm ]
23/07/2024 Data Classification (Hands-on)
Big Data Analytics: Exploring parallel & Distributed Approach of Mining Algorithm
24/07/2024 Hands On - Big Data (Hadoop, MR, HDFS) mining algorithm
Mining Data Streams by Dr. Sonali Agarwal, IIIT Allahabad
25/07/2024 Process Mining by Prof. O. P. Vyas, IIIT Allahabad
Weather Forecasting using ML/DL by Dr. Ramesh Ragala (Scientist-D), IMD Delhi 		Data Security
26/07/2024 Machine Learning for Cyber Security [Practical] Introduction to Blockchain
27/07/2024 Blockchain Handson Elastic Search, Logstash and Kibana (ELK) Stack Demo and Capstone Project Preparation
28/07/2024 - 29/07/2024 Capstone Project Preparation and Meetings
30/07/2024 Capstone Project Evaluation