NIT Kurukshetra | Hands-on Workshop on Machine Learning Techniques and Applications, Apply by 25th February 2024!
Overview:
Department of Computer Engineering, NIT Kurukshetra is inviting applications for a Hands-on Workshop on Machine Learning Techniques and Applications. Interested ones can apply. This workshop aims to introduce the participants to Machine Learning and its several applications.
Objectives:
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The training program will begin with an introduction to machine learning and Python programming.
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It focuses on data exploration, feature extraction, classification, and clustering techniques.
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In addition, some real-world ML applications will be covered through theoretical and algorithmic approaches.
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After completing the training program, the participant will be able to understand and implement the various machine learning models using Python with their pros and cons.
Course Contents:
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Module 1. Machine Learning Primer: Introduction to Machine Learning, Basics of Machine Learning, Types of Machine Learning.
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Module 2. Python Primer: Introduction of Python syntax and programming logic.
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Module 3. Descriptive Data Analysis using Python: Understanding Data, its types, Data visualization and preparation.
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Module 4. Supervised Learning: Classification, Regression, Classification using Decision Tree, Linear Regression, Logistic Regression.
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Module 5. Performance Metrics in ML
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Module 6. Unsupervised Learning: Clustering, K-mean clustering
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Module 7. Introduction in Ensembles: Bagging, Boosting, Stacking etc.
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Module 8. Machine Learning Applications
Important Dates:
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Last date for Registration: 25 February 2024
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Confirmation to the participants (by email): 28 February 2024 E-Certificates will be provided to all the participants.
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Duration of the Workshop: 01th - 05th March 2024
Who can attend:
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This workshop is targeted to participants who are interested in having an early introduction to machine learning concepts and tools.
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Pre-requisites: Knowledge of computers basic concepts of programming and algorithms.
Registration Fees:
|
Participant’s Category |
Registration Fee |
|
Students/ Research Scholars |
Rs. 250/- |
|
Faculty |
Rs. 500/- |
|
Industry/ R&D / Govt. Organization |
Rs. 1000/- |
Note: The Registration fee is non-refundable.
Mode of Registration:
The Registration fee is to be paid through SBI Collect.
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Step 1: Go to SBI Collect or click on: https://www.onlinesbi.sbi/sbicollect/icollect home.htm
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Step 2: Select Educational Institutions.
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Step 3: Select State Haryana and search for DIRECTOR NIT KURUKSHETRA in the search bar (on the left side). Then Select DIRECTOR NIT KURUKSHETRA option at the bottom
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Step 4: Select Payment Category (MLTA-2024), Proceed (Fill in the requested details & Submit), and collect the receipt.
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Step 5: Registration with the following Link: https://forms.gle/WNeK3gQ2W4nHLW6Q9