Episodes

  • Machine Learning Engineering in Action Author Interview with Ben Wilson
    Dec 2 2023

    📚 Get the book: https://amzn.to/46BZnBX 📚 Join our book club: http://dsbookclub.github.io/

    Show More Show Less
    55 mins
  • Scaling Machine Learning with SparkBook author interview with Adi Polak
    Oct 31 2023

    📚 Get the book: https://amzn.to/3scTtcn 📚 Join our book club: http://dsbookclub.github.io/

    Show More Show Less
    55 mins
  • 🚀AI papers deep dive: Transparency, Self-RAG, Fuyu-8b, Dalle 3, Habitat 3.0
    Oct 22 2023

    The Foundation Model Transparency Index Self-RAG: Learning to Retrieve, Generate and Critique through Self-Reflections Fuyu-8B: A Multimodal Architecture for AI Agents Dalle-3: Improving Image Generation with Better Captions Habitat 3.0: A Co-habitat for Humans, Avatars, and Robots

    Show More Show Less
    15 mins
  • Crazy week in the AI world
    Sep 30 2023

    Latest in AI: Meta's Smart Glasses, Cloudflare, Mistral 7B, DALLE3, and More!

    Show More Show Less
    5 mins
  • Modeling Mindsets author interview with Christoph Molnar
    Sep 29 2023

    📚 Get the book: https://amzn.to/3tiLtqn📚 My reading notes: https://sophiamyang.medium.com/modeling-mindsets-author-interview-and-reading-notes-cddc167067a7?sk=263ec3ad4afd1d94e8bcf6ea5542d27c 📚 Join our book club: http://dsbookclub.github.io/

    Show More Show Less
    51 mins
  • 🚀AI Highlights: Anaconda Assistant, Falcon 180B, open-interpreter, RLAIF, Prompt2Model & more
    Sep 8 2023

    🐍Anaconda introduces Anaconda Assistant, a generative AI to generate code in Anaconda Notebooks. 💻Explore 'open-interpreter,' an open-source project enabling large language models to run code locally on your computer. 🦅TII drops Falcon 180B, the highest-scoring openly released pre-trained LLM on the Hugging Face Leaderboard. 📝Discover Prompt2Model, an open-source gem that generates efficient models from prompts, outperforming GPT3.5turbo while being significantly smaller. 🤖RLAIF research found that reinforcement learning from AI feedback can reach human-level performance and offer a potential solution to the scalability limitations of RLHF. ⏰Learn about speculative execution for LLMs from Andrej Karpathy, a clever approach to optimize inference time.

    Show More Show Less
    5 mins
  • Causal Inference in Python author interview with Matheus Facure
    Sep 1 2023

    📚 Get the book: https://amzn.to/45QlGnA📚 My reading notes: https://sophiamyang.medium.com/causal-inference-in-python-author-interview-and-reading-notes-7de940cacc?sk=207910c58c40b21c78afd150d4c4828d📚 Join our book club: http://dsbookclub.github.io/

    Show More Show Less
    1 hr and 1 min
  • 🚀 AI Highlights: Python in Excel, Code Llama, Seamless, 🤗 models, and More!
    Aug 26 2023


    🤖 Exciting AI updates this week:

    🐍Python in Excel: Anaconda & Microsoft's new release lets you write Python code right in Excel. A game-changer for Excel analytics. https://www.anaconda.com/excel

    🧠 OpenAI introduces Fine-tuning API for GPT-3.5 Turbo and announces partnership with 

    Scale.

    🚀 Meta's Code Llama is a hit! Built on Llama 2, supports multiple programming languages. Top of code model leaderboard; fine-tuned models rival GPT-4. Check it out: https://huggingface.co/blog/codellama

    🌐 SeamlessM4T: Unified text/speech translation model, five tasks, multilingual support. Try the demo: seamless.metademolab.com

    🌟  Hugging Face's big week: $235M series D funding, new model IDEFICS for image Q&A, SafeCoder for enterprise code LLM. 

    💰Arm files IPO, Databricks in fundraising talks. 

    📢 Do AI systems possess consciousness? A deep dive into how to assess AI consciousness: https://arxiv.org/pdf/2308.08708.pdf

    Stay tuned for more! Let me know what I missed. 🙌🔍 #AI #TechNews #AINews

    Show More Show Less
    5 mins