Combining Decision Forest and Neural Network models with TensorFlow

Join us for an exciting Tech Talk organized by GDG Sofia, Hyqoo, and GDG Cloud BA featuring Radostin Cholakov, a Google Developer Expert and proud member of GDG Sofia. In this talk, Radostin will introduce us to TensorFlow Decision Forests, a powerful library that can train, run, and interpret decision forest models such as Random Forests and Gradient Boosted Trees.

Mar 16, 2023, 3:00 – 4:00 PM

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Key Themes

Community BuildingDataMachine LearningTensorFlowWomen Techmakers

About this event

Join us for an exciting Tech Talk organized by GDG Sofia, Hyqoo, and GDG Cloud BA featuring Radostin Cholakov, a Google Developer Expert and proud member of GDG Sofia. In this talk, Radostin will introduce us to TensorFlow Decision Forests, a powerful library that can train, run, and interpret decision forest models such as Random Forests and Gradient Boosted Trees.

We will begin with the basics of TF-DF for beginners and then move on to more advanced approaches for training these models using the hidden states of a neural network. You will learn how to use ensembling techniques to combine different models to achieve even better results.

In addition, we will explore how to handle textual features in a tabular dataset with the help of pre-trained embeddings. This will be especially useful for solving classification and regression problems in the real world.

Whether you are a data scientist, a machine learning engineer, or simply interested in cutting-edge technology, this Tech Talk is for you.
Join us on March 16th to learn more about TensorFlow Decision Forests and how you can use it to solve complex problems with ease.

Speaker

  • Radostin Cholakov

    GDE Machine Learning

Hosts

  • Marchela Mincheva

    GDG Sofia

    Organiser | WTM Ambassador

  • Giuliana Polsoni

    WTM Ambassador | GDGCloud Buenos Aires | Google for Startups Accelerator Mentor

Partner

Hyqoo logo

Hyqoo

Organizers

  • Tom Mladenov

    GDG

    Organizer

  • Marchela Mincheva

    Hyqoo

    Software Development Operations Manager

  • Boyan Iliev

    CreoTech

    CTO

  • Evgeniy Yanev

    CreoTech Group Ltd.

    CEO

  • Radostin Cholakov

    AzBuki.ML

    GDE Machine Learning

  • Sofia Lyateva

    Co-organiser

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