Practical AI Applied NLP solutions & AI education
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Feb 22, 2023 Jay Alammar, a prominent AI educator and applied NLP practitioner at co:here, shares insights on effective NLP solutions and the role of public writing in mastering machine learning. He discusses the balance between the reliability of advanced NLP models and their accessible integration into real-world applications. The conversation also covers the exciting advancements in multimodal models that merge text and image generation. Alammar emphasizes the importance of educational resources to foster innovation in AI.
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Public Writing and Learning
- Write publicly and learn publicly to track progress and solidify learning.
- Start with any medium, emulate those you admire, and don't be afraid to iterate.
Jay Alammar's Journey
- Jay Alammar's journey into machine learning started with TensorFlow's open-source release.
- This led to blog posts, collaborations with Udacity, and a YouTube channel.
Reliability vs. Flash
- Flashy AI demos don't always reflect real-world reliability.
- Consider if examples are cherry-picked and research use-case reliability before building products.