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