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Models of Generative AI
- Generative AI Models
- Foundation Models
- GPT 4 and Google Gemini: Multimodal Foundation Models
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| 2 |
Introduction and capabilities of Generative AI
- Introduction to Generative AI
- Capabilities of Generative AI
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| 3 |
Application and tools of Generative AI
- Applications of Generative AI
- Tools for Text Generation
- Tools for Image Generation
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| 4 |
- Tools for Audio and Video Generation
- Tools for Code Generation
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| 5 |
Data Science and Generative AI
- Generative AI in Data Science
- Generative AI for Data Preparation and Data Querying
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| 6 |
Use of Generative AI for Data Science
- Generative AI Tools for Model Development
- Generative AI for Understanding Data and Model Development
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- Considerations While Using Generative AI in Industries
- Challenges While Using Generative AI
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| 8 |
Limitations, Concerns, and Ethical Issues of Generative AI
- Limitations of Generative AI
- Issues and Concerns About Generative AI
- Hallucinations of Text and Image Generating LLMs
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| 9 |
- Hallucinations of Code-Generating LLMs
- AI Portraits and Deepfakes
- Enhancing LLM Accuracy with RAG
- Legal Issues and Implications of Generative AI
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| 10 |
Social and Economic Impact and Responsible Generative AI
- Implementing Responsible Generative AI Across Domains
- AI Ethics: Perspective of Key Players
- Economic Implications of Generative AI
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| 11 |
- Social Implications of Generative AI
- A Reimagined Workforce with Generative AI
- Generative AI and Corporate Social Responsibility
- Generative AI’s Influence on Mental Health
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| 12 |
Generative AI and Software Development
- Introduction to Generative AI in Software Development
- Leveraging Generative AI in Software Development Lifecycle
- Large Language Models (LLM) and Transformers
- Natural Language Processing (NLP) and its Significance
- Leveraging AI for Technical Help and Best Practices on Design Patterns and Architecture
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| 13 |
- Generative AI for Software Coding and Architecture
- Generating Static Website using Generative AI
- Generating Architecture and Design Diagrams using Generative AI
- Useful prompts for software design and development
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| 14 |
Generative AI: Impact and Opportunities for Career
- Career Opportunities in Generative AI
- Enhancing Your Career with Generative AI
- Generative AI for Content Creators
- Generative AI for IT Professionals
- Generative AI for Leaders and Managers
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