Online Workshop on Machine Learning & Data Analytics by IIIT Allahabad [June 01-15, 2023]: Register by May 15

Applications are invited for Online Workshop on Machine Learning & Data Analytics by IIIT Allahabad. The last date for application is May 15, 2023.

Course Provider: Organization

Course Provider Name: IIIT Allahabad

Course Provider URL: https://mlda.iiita.ac.in/index.php

Editor's Rating:
4.9
Online Workshop on Machine Learning & Data Analytics by IIIT Allahabad [June 01-15, 2023]: Register by May 15

Applications are invited for Online Workshop on Machine Learning & Data Analytics by IIIT Allahabad. The last date for application is May 15, 2023.

Course Provider: Organization

Course Provider Name: IIIT Allahabad

Course Provider URL: https://mlda.iiita.ac.in/index.php

Editor's Rating:
4.9

Applications are invited for Online Workshop on Machine Learning & Data Analytics by IIIT Allahabad. The last date for application is May 15, 2023.

About IIIT Allahabad

The Indian Institute of Information Technology, Allahabad, is a public university located in Jhalwa, Allahabad, in Uttar Pradesh. It is one of the twenty-five Indian Institutes of Information Technology listed by the Ministry of Education and is classified as an Institute of National Importance.

About the workshop

This is the sixth workshop in the series and will be conducted online. The workshop will address the basics and recent research work on machine learning, security, and data analytics. In addition, the integration of three dimensions will be discussed with its importance and a project. This is the sixth workshop in the series and will be conducted online. The workshop will address the basics and recent research work on machine learning, security, and data analytics. In addition, the integration of three dimensions will be discussed with its importance and a project. This workshop is to motivate researchers to work in the area of machine learning, data analytics, and security.

Objectives of the Workshop

  • Bring academicians, researchers, industry practitioners, and students to discuss the importance of machine learning, data mining, and data security.
  • Provide practical experience in technologies.
  • Bring academicians, researchers, industry practitioners, and students to discuss the importance of machine learning, data mining, and security.
  • Provide practical experience in technologies. In the end, a capstone will be given to the participants to encourage the utilization of the learnings.

Workshop Focus Areas

Machine Learning

  • Non-Linear Dimensionality Reduction: PCA, Manifold Learning
  • Regression & Kernel Classifiers- SVM.
  • Deep Learning: CNN, RNN, LSTM, Auto-encoder &
    GAN.
  • Transfer Learning.
  • Natural Language Processing.

Data Mining and Analytics

  • Data Mining Algorithms.
  • Association Mining.
  • Classification.
  • Clustering of Large Data.
  • Big Data Analytics (MapReduce, Spark, NoSQL,
    Mongo).

Security

  • Data Security and Privacy.
  • Blockchain.
  • Security Risk in ML.

Workshop Schedule

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

Registration Fee

  • IIIT Student – Rs.1000/-
  • Non-IIITA Student – Rs.1180/-(including GST).
  • Others – Rs.2360/-(including GST)

Note: The registration fee is only for training.

How to Register?

Interested Candidates can apply for the workshop through this link.

After paying the respective registration fee using the following details and send the soft copy of the receipt to manish@iiita.ac.in before the last date.

Deadline

The last date for application is May 15, 2023.

Payment Details

Name of the Bank:State Bank of India
Bank Account Name:Indian Institute of Information Technology Jhalwa Allahabad
Bank Account Number:30996838478
Branch Code:10891
MICR Code:211002057
IFS Code:SBIN0010891
SWIFT Code:SBININBB00828

Contact

For Queries contact at:

  • Dr. Manish Kumar
  • Email: manish[at]iiita[dot]ac[dot]in.
  • Phone: 0532-2922196.

Click here to view the official notification of the Online Workshop on Machine Learning & Data Analytics by IIIT Allahabad.