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Starts 4 June 2025 22:01
Ends 4 June 2025
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The Past, Present, and Future of AI for Application Developers
Explore the evolution of AI in software development, from early systems to modern LLMs, with practical examples of implementing intelligent features in your applications and insights into future UI paradigms.
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59 minutes
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Overview
Explore the evolution of AI in software development, from early systems to modern LLMs, with practical examples of implementing intelligent features in your applications and insights into future UI paradigms.
Syllabus
- Introduction to Artificial Intelligence
- Historical Perspectives on AI
- Modern AI Technologies
- Implementing AI in Applications
- Practical Examples of AI Features
- Ethical Considerations in AI
- Future Trends in AI and UI Paradigms
- Course Wrap-Up and Future Directions
Overview of AI concepts
Importance of AI in software development
Early AI systems and milestones
Key developments in AI technology
Machine learning basics
Deep learning and its impact
Large language models (LLMs)
Architecture and training
Use cases in application development
Identifying opportunities for AI in software
Integrating AI APIs and frameworks
Popular AI platforms and tools
AI-driven user interfaces
Developing chatbots and virtual assistants
Recommendation systems
Image and speech recognition
Bias and fairness
Privacy and data security
Emerging AI technologies
The future of user interfaces with AI
Preparing for AI advancements in software development
Summary of key concepts
Resources for further learning
Discussion on the future of AI in application development
Subjects
Computer Science
