Practical AI: Machine Learning, Data Science
Technology:Software How-To
In this fully connected episode, Daniel & Chris discuss NVIDIA GTC keynote comments from CEO Jensen Huang about teaching kids to code. Then they dive into the notion of “community” in the AI world, before discussing challenges in the adoption of generative AI by non-technical people. They finish by addressing the evolving balance between generative AI interfaces and search engines.
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A developer's toolkit for SOTA AI
Cambrian explosion of generative models
Automated cartography using AI
From ML to AI to Generative AI
AI trends: a Latent Space crossover
Accidentally building SOTA AI
Controlled and compliant AI applications
Data augmentation with LlamaIndex
Creating instruction tuned models
The last mile of AI app development
Large models on CPUs
Causal inference
Capabilities of LLMs 🤯
Computer scientists as rogue art historians
Accelerated data science with a Kaggle grandmaster
Explainable AI that is accessible for all humans
AI search at You.com
End-to-end cloud compute for AI/ML
Success (and failure) in prompting
Applied NLP solutions & AI education
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