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Program AI 3 – Application of Generative AI - Master generative AI techniques and creative applications using modern tools
ADVANCEDai
4.9(35 reviews)

Program AI 3 – Application of Generative AI

Master generative AI techniques and creative applications using modern tools

Duration

24 lessons

Class Size

Max 8 students

Learning Mode

hybrid

6 modules•24 topics•24 lessons•24 total hours

About This Course

Explore advanced generative AI concepts and applications including prompt engineering, text-to-image generation, interactive storytelling, and audio synthesis.

Key Learning Outcomes

  • Generative AI Fundamentals

    Understand the core principles of generative AI models

  • Creative Tool Mastery

    Apply AI tools across various creative domains

Course Modules

Course Curriculum

A comprehensive learning path structured in modules

6 modules
24 total topics
24 lessons

1
Foundations of Generative AI

Understanding core concepts and vocabulary in generative AI

4 lessons

1.1Generative AI 101

Exploring key definitions, the role of LLMs, and self-supervised learning

1.2Data, Training, and Bias

Understanding data curation, training processes, and bias in AI models

1.3Word Representations

Learning about embeddings and neural networks in language models

1.4Advanced Model Mechanisms

Exploring attention mechanisms and output generation processes

2
Prompt Engineering & LLM Customization

Learning effective interaction methods and advanced prompt strategies

4 lessons

2.1Prompt Engineering Basics

Crafting effective prompts and understanding model interactions

2.2Advanced Prompt Strategies

Implementing few-shot learning and chain-of-thought techniques

2.3Evaluating Models

Creating model cards and exploring fine-tuning approaches

2.4Ethical Chatbot Design

Developing AI assistants with ethical considerations

3
Creative AI Applications

Exploring artistic and creative applications of generative AI

4 lessons

3.1Creative Image Generation

Using tools like Midjourney for AI-powered visual art

3.2Interactive Storytelling

Creating branching narratives with Twine and AI assistance

3.3Audio Generation & Music

Exploring AI-powered music and sound creation

3.4Video Creation & Animation

Implementing AI tools for video synthesis and animation

4
Practical AI Tools

Using AI-powered tools for education and content creation

4 lessons

4.1AI for Education

Exploring educational applications of generative AI

4.2Virtual Reality & AI

Combining AI with immersive experiences

4.3Content Creation

Using AI tools for efficient and creative content production

4.4AI Prototyping

Building rapid prototypes with AI assistance

5
Project Planning & Development

Designing and planning your AI-powered creative project

4 lessons

5.1Project Workshop

Brainstorming and planning your generative AI project

5.2Prototype Development

Building an initial version of your creative AI application

5.3User Testing

Gathering feedback on your generative AI project

5.4Iteration & Refinement

Improving your project based on user feedback

6
Final Project & Showcase

Completing and presenting your generative AI project

4 lessons

6.1Personalized Project Development

Finalizing the implementation of your unique AI project

6.2Documentation

Creating comprehensive documentation for your project

6.3Presentation Preparation

Preparing to showcase your generative AI application

6.4Final Showcase

Demonstrating your completed AI project to an audience

Key Benefits

AI creativity

Students will learn to use AI for creative projects

Practical AI skills

Students will gain hands-on experience with generative AI tools

Critical AI analysis

Students will develop skills in evaluating AI capabilities and limitations

Course Details

Information about this course

Duration

24 lessons

Session Length

1 hour

Learning Mode

HYBRID

Age Group

13 years old and above