ChiPy __Main__ Meeting

When: Dec. 9, 2021, 6 p.m.

Where: Remote Meeting


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  • Machine learning: pitfalls and opportunities
    By: Paul Ebreo
    Experience Level: Intermediate
    Length: 45 Minutes

    Part 1a. What is ai / ml?

    Part 1b. Limitations of current approach

    The current way of doing ML is necessary but limited. If we truly want "intelligence", we need a new way of doing things i.e. an AI that can think beyond its training, an AI that requires much less data, and an AI that is much more adaptable than current AI. Here we give case studies of current AI systems and biology highlighting the limitations and potential of what a real intelligent system looks like.

    Part 1c. The upcoming AI / ML winter

    Part 2a. What does python have to do  with ML?

    Part 2b. The new approach to ML

    What use is Python at all? Is it possible to conceptualize ML with or without python? In this section, I explain how Python is used to conceive AI/ML. Then I propose a new way of approaching the problem. I explain the various ways Python is used in ML from deep learning, reinforcement learning etc.

    Part 3. A new way of thinking

    In this section, I propose a different way of thinking of the problem and propose a solution.