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Introduction to Tensorflow and Keras - Workshop Kraków!

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Location

Codete

7 Olszańska

31-513 Kraków

Poland

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Event description

Description

Introduction to Tensorflow and Keras

The aim of the workshops is to present main concepts and workflow of two popular

Machine Learning libraries - Tensorflow and Keras. During the introduction, we are going to

work on prepared datasets and prepare an application using AI from the very beginning.

The workshop is intended to present how to use these tools in order to create a ML project,

but is not going to cover the theoretical background.

Prerequisites

  • Knowledge of Python or any other programming language on an intermediate level

  • Familiarity with basic Machine Learning concepts

Outcomes

  • Participants will prepare their first ML application from scratch

  • Each participant will get familiar with the basics of Tensorflow and Keras libraries and will be able to dive in a project using them

Agenda

  • An overview of Tensorflow and Keras architecture

    • Basic concepts of Tensorflow and Keras computation graphs

    • The relationship between Tensorflow and Keras

    • Exercise 1

  • Preparing an AI architecture

    • A description of designing AI architecture with Tensorflow

    • Moving from Tensorflow to Keras

    • Exercise 2

  • Fitting and tuning the ML model

    • Selecting the best parameters for a particular problem with Tensorflow and Keras.

    • Exercise 3

  • Moving from research to production

    • An overview of possibilities for moving from research to production with Tensorflow and Keras

    • Exercise 4

Timeline

1-day workshop


We provide a delicious complimentary meal, coffee, and snacks.

If you have any further questions please contact us via olga.sroka@codete.com

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Date and Time

Location

Codete

7 Olszańska

31-513 Kraków

Poland

View Map

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