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Expanding your horizon,

one shot at a time

In each shot we'll dive into a different data science challenge, demonstrating tools, concepts and methodologies.

So what's a shot? It's a single video shot that starts with an empty Jupyter Notebook, and finishes with a working solution.

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Shot #

22

Pseudo Surveys

Humans are constantly trying to understand the patterns behind AI. But what if we used AI to understand the patterns behind humans? Let’s put it to the test! One of the best tools for studying behavior is survey. But instead of asking people to participate, we will ask the AI (Gemini in this shot) to predict how the population’s behavior would be reflected in the survey’s results. In this shot, we’ll see if the AI can actually predict human behavior. Then, we’ll take it to the next level. We’ll improve the AI’s performance by introducing a specific human dimension that should correlate with the survey’s results and we’ll ask the AI to use that as a reasoning constraint to refine its predictions.

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The Hosts

Yoel Zeldes

Algorithm Developer

  • LinkedIn
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Almost two decades of experience as a software engineer and algorithm developer in various domains, including NLP, recommender systems, vision, and cybersecurity.

I am passionate about good quality code, interesting ideas and sophisticated algorithms. I love encountering elegant equations while trying to solve real-life problems.

Shuki Cohen

Data Scientist

  • LinkedIn
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Seasoned Data Scientist with an emphasis on NLP, classical ML, visualization and experimentation.

 

Driven by great passion for the field, I am inspired by unintuitive insights and inferences made by smart algorithms. In my talks, I try to convey my typical spirit and enthusiasm while delivering crisp takeaways.

You can contact us at
oneshotlearningchannel@gmail.com

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