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Generative AI Fundamentals (Online)

     

29 August 2024

 5 days (2 hrs per day) 

Fees

Rs. 1,500/-

Apply By

25 August 2024 

Course Description:The objective of this course is to explore the transformative power of generative AI. The candidate will learn popular generative models and how they work, how generative models are developed using tools like GPT and Hugging Face, text generation, image, audio, and video generation.Gain hands-on experience with cutting-edge tools and techniques, including GANs and recurrent neural networks, to create innovative AI applications.

Who can attend?

Anyone who is interested to learn Generative AI.  It is designed for

  • Students / Working Professionals.

Pre-requisites:  Basic Knowledge of Python and Machine Learning.

Course Contents :

Session

Topic

    1

Introduction to Data, Introduction to AI, AI Applications, Machine Learning-Classification, Regression, Clustering, Artificial Neural Networks, Deep Learning

2

Introduction to Generative AI, History and Evolution of Generative AI,

Capabilities of Generative AI, How Generative AI works/ Techniques in Gen AI, Generative AI applications, Tools for Text Generation, Tools for Image Generation, Tools for Audio and Video Generation, Tools for Code Generation

3

Sequence Generation Models: Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks

4

Introduction to Generative Adversarial Networks (GANs), Understanding of GANs architecture and training process. Generating Images with GANs. Implement a basic GAN in Python using TensorFlow.

5

Generative AI in Text and Language: Introduction to Text Generation, Basics of Transformers, Building Text Generators

Course Fee: Rs. 1,500/- (including GST )

Course Start Date:  29th August 2024
Last Date for Registration and Payment:  25th August 2024
Sharing of course page link and password ​  :   28th August 2024 

Minimum Requirements

Attendees must have a computer system with a good internet connection.​

Faculty Profile

  • Dr. Vimala Mathew, Scientist E

For More Details

9446017466 (from 9.00AM to 5.30PM)
Email: vimala[at]calicut[dot]nielit[dot]in

Certificate: Digitally signed Certificate of successful completion will be mailed to the registered email id after the successful completion of course*

Register Now

Terms and Conditions 

  1. In case any registered candidate could not attend the online session due to technical  issue at their side there will not be any refund of the course fee and the sessions will not be repeated.

  2. In case the online course is cancelled /postponed due to some technical issue at  NIELIT side and new date is not convenient to the candidate, our liability is limited  to the refund of the course fee and NIELIT shall not be responsible for any consequential damages.

  3. 60% attendance and feedback submission are mandatory for awarding ‘participation’  certificate.

For more details about our institution visit us

Website:     http://nielit.gov.in/calicut
Twitter:      https://twitter.com/CAL_NIELIT
Facebook:     https://www.facebook.com/CAL.NIELIT

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