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Practical AI: Machine Learning, Data Science, LLM
Roles to play in the AI dev workflow
Jun 22, 2020
50:25
Snipd AI
Explore various roles in AI development workflow from scoping solutions to technical tasks. Discover resources for addressing bias and monitoring fairness in data/models. Discuss AI ethics, Streamlit advancements, GPU acceleration in Windows, and Microsoft's support for open source. Learn about integrating AI into software development, benefits of collaboration, and challenges in AI/ML development. Adoption of AI ethical principles across industries and expressing gratitude to the audience.
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Quick takeaways
- AI development involves diverse roles like scoping, experimentation, and technical engineering tasks.
- AI professionals can contribute to societal challenges by developing beneficial applications and engaging in AI ethics discussions.
Deep dives
AI Development within Software Development
Viewing AI development as a component of software development offers a broader context for managing the production process. The speaker emphasizes that these activities happen simultaneously, creating a larger interconnected ecosystem.
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Discover
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