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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.

Join the learning!

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Shot #

24

Algo-Trading - Reality Hits Hard

💵 Everybody does algo-trading, so we thought: why not do it the One Shot Learning way? In this shot, we sat down for a high-intensity, 60-minute coding session to build a custom portfolio optimization engine. We needed assistance, so we hosted Shaked Shammah, a seasoned entrepreneur from the algo-trading world, to keep us grounded in reality. We dived deep into the standard buzzwords - Sharpe ratio, rebalancing, and uncorrelated stock selection - before throwing a curveball into the mix: Genetic algorithms. Does the theory hold up when the market hits back? Join us to find out!

Past Live Events

The Hosts

Yoel Zeldes

Algorithm Developer

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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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