Generative AI for Software Development

Program Description

  • This program is beneficial for a broad audience with varying interests and backgrounds. AI enthusiasts, developers, designers, content creators, and students looking to venture into the world of AI will find this program valuable.
  • Additionally, professionals in fields such as marketing, entertainment, education, and creative industries can leverage generative AI to enhance their products and services.
  • Entrepreneurs and business owners can also benefit by understanding how generative AI can be integrated into their offerings to create personalized and engaging experiences for their customers.
  • Overall, anyone seeking to stay at the forefront of technological advancements and explore the exciting realm of  generative AI will find this program highly beneficial.

Key Highlights

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Using Generative AI for Software development

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Program delivered by Top Professionals & Instructors from IIT

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Exploring Generative AI tools for various Ideas generation & Implementation.

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Finding new use cases in the software development and consumer applications

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Understanding basics of LLMs and how they work

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Project based learning

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Certificate by IITM Pravartak and CrionVersity

Learning Format

Online

Duration

4 weeks

Certified by

IITM Pravartak Technologies Foundation
Technology Innovation Hub (TIH) of IIT Madras and
Crion

Program Fee

Rs. 15000 + GST

Program Description

Program Brochure

Education Qualification

Anyone interested to learn about the latest AI Tools and Generative AI. College students, working professionals, professors.

Suggested Prerequisites

● A solid grasp of linear algebra, probability, statistics, and a basic understanding of neural networks.
● Deep learning ability.

Teaching Hours

30 hours

Learning Schedule

Introduction to Generative AI, What to expect from this program, Intro to course mentors, Self- Introductions

What is a Prompt? Elements of a Prompt. Tips for Designing Prompt, Example prompts for various use cases.

Introduction to AI Chatbots, Working of AI Chatbots,  Popular AI Chatbots, ChatGPT and its working, How to use ChatGPT, Usecases of ChatGPT for various users.

Role of AI in Image Generation, Image Sourcing Vs, Image Generation, Popular AI tools for Image Generation. Mid Journey for Image Generation, Working of mid journey, Advantages and disadvantages of Midjourney, How to use Midjourney, Use Cases of Midjourney.

AI Tools in Video Making, Working of AI Video Makers, Benefits of AI Video Makers, Popular AI Video Makers, Introduction to Synthesia, Features of Synthesia, Who should use Synthesia? Compatibility of Synthesia, Pros and Cons of Synthesia, How to use Synthesia, How to make AI Videos in 10 minutes, Practical Case studies of Synthesia.

Role of AI Tools in Programming, Copilot by Github, Working of Copilot, Copilot Compatibility, Advantages and Drawbacks of Copilot, How to use Copilot, How to Install the GitHub Copilot Extension, Converting Comments to Code using Copilot, Auto filling Repetitive Code using Copilot, Running Tests using Copilot, Navigating In Unfamiliar Territory with Copilot, Creating an Application Entirely With Copilot, Some useful keyboard shortcuts for Github’s Copilot.

Alternative Chatbots, Comparison of ChatGPT, Bard, LLAMA, Claude.

Build a web application clone of MakeMyTrip with the help of generative AI tools replicating the core functionalities of Makemytrip.com with a great UI experience.

Understanding OpenAI APIs, OpenAI playground, creating API keys, Authentication, making requests.

Build chatbots, integration with OpenAI API keys

Train with custom data set

Build a chatbot to converse about a city with details about how to reach, places to visit, stay,etc.

From simple perceptron to multi-layer perceptron and its training.

Introducing deep learning and architectures such as CNN, RNN, GAN and transformers.

Detailed description of transformer architecture, use cases and various models for natural language processing.

Training, fine tuning, evaluation and feedback through reinforcement learning

Detailed description of GAN architecture, its training and variants.

Complete one chatbot building project from various available projects in domains like Travel, E-Commerce. Finance, Healthcare, Education, Legal, etc.

Basics of various AI tools available & How to use them

How to get into Generative AI domain, why genAI is special, future of genAI, Next steps.



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