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.

Topics to be covered

Machine Learning

  • Introduction to Machine Learning

  • Linear Regression

  • Artificial Neural Network

  • Natural Language Processing

  • Deep Learning

  • Human Emotions in Video based on Trajectory Analysis

  • Multimodal Human Emotion Analysis Framework with a Deeper Dive on an Audio-based Perspective

Data Mining and Analytics

  • Data Mining Algorithms

  • Association Mining

  • Classification

  • Clustering of Large Data

  • Big Data Analytics (MapReduce, Spark, NoSQL, Mongo)

Data Security and Privacy

  • Data Analytics privacy

  • Security Risk in ML

  • Blockchain

  • Quantum Computing