Noa Barbiro // Dima Goldenberg

Group Product Manager // Data Scientist & Team Lead, Booking.com
  • 14:45

The Fundamentals Of Building Machine Learning Products 

The product manager’s journey to find the product/market fit is akin to the Templars quest of the Holy Grail. Everyone wishes to find it, but nobody knows what exactly is it, where is it and how to start. Often this process is very “soft”, based on gut feeling, emotions, anecdotes, and a few conversations with customers. How then, in a world where PMs don’t decide what to have for breakfast without A/B testing their cereal, the decisions on the most crucial element of product strategy are made as a form of art?

In this session, we will discuss how the product/market fit can be discovered, measured, and improved upon using quantitative frameworks. How to use it to engage and convince stakeholders of the product strategy and specifically how to collaborate with the marketing, sales and customer success organizations to establish the required synergy to deliver a great product based on the newly-found and proven product/market fit.

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    The cost of HVAC repairs in Glendale can vary significantly.
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    Glendale's climate features extreme temperatures, with summer highs often exceeding 105°F
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    The Arizona Doll and Toy Museum showcases an extensive collection of
    dolls and toys. The Deer Valley Petroglyph Preserve is home
    to numerous ancient rock carvings. The Desert Diamond Casino
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    Downtown Glendale is known for its historic charm, with numerous shops, restaurants, and cultural events.


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    An interesting fact about Glendale is its rich history in agriculture, which has transformed into a
    modern city known for its sports and entertainment venues,
    such as the State Farm Stadium.

    The cost of HVAC repairs in Glendale can vary widely
    depending on the service required. Basic air conditioning repairs may cost a
    few hundred dollars, while more extensive system upgrades
    or installations can be more expensive. Glendale experiences significant temperature variations, with summer highs often exceeding 105°F and winter lows averaging around 40°F.
    This makes efficient HVAC systems essential for maintaining indoor comfort.
    Regular maintenance and timely repairs are crucial to prevent system breakdowns, especially during the hot summer months.


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    The Arizona Doll and Toy Museum features a vast collection of dolls and toys from different
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