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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    recreational opportunities, making it an ideal place to live and work.


    Plumbing repair costs in Tukwila can vary depending on the type of
    service required. Basic services like drain cleaning or faucet repair might range from $100 to $300, while more extensive work
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    Tukwila experiences a range of temperatures, with summer highs reaching around 76°F and winter lows dropping to approximately 37°F.
    These temperature variations make it essential for residents to have reliable plumbing systems
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    Tukwila offers numerous points of interest that cater to
    various tastes and preferences. Angle Lake Park is a popular destination for outdoor activities, offering beautiful views
    and recreational opportunities. The Aviation Pavilion at the Museum of
    Flight showcases an impressive collection of historic aircraft.
    The Highline SeaTac Botanical Garden features stunning displays of local and
    exotic plants. Bowlero South Seattle provides fun and entertainment for families
    and friends. Lastly, the Great American Casino Tukwila offers gaming and dining
    experiences for those seeking a night out. Each of these attractions provides unique experiences that highlight Tukwila's diverse
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    For those living in Tukwila, Chipper Plumbing and Radiant is the trusted partner for maintaining a functional and efficient plumbing system, ensuring peace
    of mind and comfort throughout the year.

    In Tukwila, Washington, maintaining a reliable plumbing system is essential
    due to the region's climate and infrastructure. Chipper Plumbing and Radiant offers crucial services such as emergency plumbing,
    drain cleaning, and water heater installation. Serving neighborhoods
    like Foster and Riverton Heights, Chipper Plumbing ensures
    that residents have dependable plumbing systems to handle everything from minor leaks
    to major repairs. The importance of skilled plumbers in Tukwila cannot be
    overstated, as proper plumbing maintenance and prompt repairs are vital for ensuring
    a safe and comfortable living environment.

    Chipper Plumbing and Radiant operates in Tukwila, a city founded
    in 1908. Tukwila has grown into a vibrant community with a population of 21,377
    as of 2022 and 8,098 households. The city is well-connected by major
    highways, including I-5, which facilitates easy travel across the region. An interesting fact about Tukwila is its
    cultural diversity and its status as a key retail destination, home to Westfield Southcenter,
    one of the largest shopping centers in the area. This dynamic city
    offers a mix of residential, commercial, and recreational opportunities, making it an ideal place to live
    and work.

    The cost of plumbing repairs in Tukwila can vary widely depending on the
    service required. Basic services like drain cleaning or
    faucet repair might range from $100 to $300, while more
    extensive work such as water heater installation or sewer repair can cost
    between $500 and $3,000. Tukwila experiences a range of temperatures, with summer highs reaching around 76°F and winter lows dropping to approximately 37°F.
    These temperature fluctuations make reliable
    plumbing systems essential for maintaining indoor comfort year-round.
    Regular maintenance and timely repairs are crucial to prevent system
    failures, especially during the colder months.


    Tukwila offers numerous points of interest that cater to a variety of
    tastes and preferences. Angle Lake Park is a popular destination for outdoor activities, offering beautiful views and recreational opportunities.

    The Aviation Pavilion at the Museum of Flight showcases an impressive collection of
    historic aircraft. The Highline SeaTac Botanical Garden features stunning displays of local and
    exotic plants. Bowlero South Seattle provides fun and entertainment for families and friends.

    Lastly, the Great American Casino Tukwila offers
    gaming and dining experiences for those seeking a night out.
    Each of these attractions provides unique experiences that highlight Tukwila's diverse cultural
    and recreational offerings.

    Choosing Chipper Plumbing and Radiant for plumbing services in Tukwila
    is a wise decision for residents seeking reliable and efficient solutions.
    The company offers a comprehensive range of services,
    including leak detection, pipe repair, and sump
    pump installation. Chipper Plumbing’s commitment to quality workmanship and exceptional customer service ensures
    that all plumbing needs are met promptly and professionally.
    For those living in Tukwila, Chipper Plumbing and Radiant is the trusted partner for maintaining a functional and efficient plumbing system, ensuring peace of mind and comfort throughout the year.


    In Tukwila, Washington, dependable plumbing services are crucial
    due to the city's varied climate and infrastructure needs.
    Chipper Plumbing and Radiant offers vital services such as emergency plumbing, drain cleaning, and water heater installation. Serving neighborhoods like South Beacon Hill and Orillia,
    Chipper Plumbing ensures that residents have reliable plumbing
    systems to handle everything from minor leaks to major repairs.
    The significance of having a skilled plumber in Tukwila cannot be
    overstated, as proper plumbing maintenance and timely repairs
    are essential for ensuring a safe and comfortable living environment.


    Chipper Plumbing and Radiant is situated in Tukwila, a city
    founded in 1908. Tukwila has developed into a thriving community with
    a population of 21,377 as of 2022 and 8,098 households.
    The city is well-served by major highways, including I-5, which facilitates easy travel across the
    region. An interesting fact about Tukwila is its role as
    a significant retail hub, home to Westfield Southcenter, one of the
    largest shopping centers in the Pacific Northwest.
    This dynamic city offers a blend of residential, commercial, and recreational opportunities, making it an ideal
    place to live and work.

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