Generative AI – Immersive Workshop

Description:

The "Gen AI Essentials – Immersive Workshop” is a comprehensive 5-day program designed to equip participants with a deep understanding of cutting-edge AI technologies. Over the course of the workshop, attendees will delve into essential topics such as the practical applications of ChatGPT, the art of prompt engineering and the ethical considerations of AI,. Furthermore, participants will explore advanced techniques including DALL·E Whisper for image generation, stable diffusion for image manipulation, and the utilization of Large Language Models (LLMs) for natural language processing tasks. Through a combination of lectures and hands-on exercises, this workshop aims to empower individuals with the knowledge and skills needed to navigate the evolving landscape of Generative AI.

Throughout the workshop, participants will have access to free software tools and APIs for hands-on exercises. The comprehensive curriculum aims to provide participants with a solid understanding of Generative AI and the ability to leverage AI technologies effectively in various applications.

Duration:  5 days

Course Code: BDT330

Learning Objectives

• Gain a solid understanding of AI and Gen – AI fundamentals
• Master practical techniques like ChatGPT and DALL·E and Whisper
• Gain expertise on App building and Coding with Gen AI tools
• Develop hands-on skills in Python programming and data manipulation
• Collaborate on Gen AI projects to apply knowledge and skills effectively
• Explore ethical considerations in AI development

• Basic Programming Skills: Participants should have a fundamental understanding of programming concepts, preferably in Python, as many AI libraries and tools are implemented in Python.
• Familiarity with Python: A basic understanding of Python programming language is beneficial though not mandatory.
• Curiosity and Eagerness to Learn: An open mind and a willingness to explore new concepts and technologies are essential for maximizing the learning experience in the workshop.

While these are recommended prerequisites, the workshop will accommodate participants with varying levels of expertise by providing additional resources and support materials as needed. Additionally, hands-on exercises and practical projects throughout the workshop will help reinforce concepts and provide opportunities for learning and skill development.

This workshop is suitable for a diverse range of professionals and enthusiasts:

• Software Developers / UX/UI Designers and Creatives
• Data Scientists and Analysts
• AI Enthusiasts and Hobbyists
• Entrepreneurs and Business Owners
• Educators and Trainers
• Professionals from non-technical fields and Students from all domains

This workshop is suitable for a diverse range of professionals and enthusiasts:

• Software Developers / UX/UI Designers and Creatives
• Data Scientists and Analysts
• AI Enthusiasts and Hobbyists
• Entrepreneurs and Business Owners
• Educators and Trainers
• Professionals from non-technical fields and Students from all domains

Course Outline:

Module :  Introduction to AI and Generative AI

• Fundamentals of AI
• History and Evolution of AI
• Ethical Considerations in AI Development
• Introduction to Python Programming
• Hands-on Exercise: Setting up Python Environment (Using Free Software)
• Hands-on Exercise: Basic Data Manipulation and Visualization with Pandas and Matplotlib

Module:  Natural Language Processing , Large Language Models and ChatGPT

• Introduction to Natural Language Processing (NLP)
• Overview of Large Language Models (LLMs)
• Exploring GPT-3 and its Applications
• Hands-on Exercise: Text Generation with ChatGPT (Using Free API)
• Hands-on Exercise: Natural Language Understanding and Generation with GPT-3 (Using Free API)
• Advanced NLP Techniques: Text Summarization, Sentiment Analysis, and Named Entity Recognition
• Hands-on Exercise: Implementing Advanced NLP Tasks with Python Libraries (Using Free Software)

Module: Image Generation and Manipulation with AI

• Introduction to Image Generation with AI
• Exploring DALL·E Whisper and its Capabilities
• Hands-on Exercise: Generating Images with DALL·E Whisper (Using Free API)
• Introduction to Stable Diffusion for Image Manipulation
• Hands-on Exercise: Editing and Manipulating Images with Stable Diffusion

Module: Gen AI Studio & App Building with Gen AI

• Introduction to Gen AI Studio platform for AI model creation.
• Setting up an account and accessing the platform.
• Creating a new project in Gen AI Studio.
• Integrating input and output functionalities into the app.
• Testing the app within Gen AI Studio.
• Gen AI App showcase