Stats, Causality and Experimentation

Oct 28, 2021 · Tel Aviv-Yafo, Israel

Agenda:
18:00-18:30 Gathering
18:30-18:45 A word from our sponsor
18:45-19:15 3 Challenges of real-world experimentation (Niv Geron, Pagaya)
19:15-19:30 Break
19:30-20:00 Online Predictions using Vector Similarity (Ohad Levi, HyperSpace)
20:00-20:30 Community detection in graphs (Alex Levin, Hunters.ai)

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Online Predictions using Vector Similarity / Ohad Levi
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The value of moving from offline (batch) predictions to (real time) online predictions. Focus on Vector Similarity use cases, challenges and optional solutions..

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Community detection in graphs (Alex Levin, Hunters.ai)
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Community detection is a key tool in order to understand the structure of the graph. In this talk we will go over 2 popular algorithms (Louvain & BigCLAM), we will learn their theory and also see code examples..

Event organizers
  • PyData Tel Aviv

    PyData brings together data scientists and developers to share ideas and learn from each other. The goals are to provide data science enthusiasts, across various domains, a place to discuss how best to apply languages and tools to the challenges of data management, processing, analytics, and visualization. PyData Tel Aviv will start with a series of meetups and continue with a PyData conference. Each meetup will include a few lectures from industry experts in various practical data science fields.

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