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.

MEHR LESEN
Duration: 1 day
Level: advanced

Introduction to Tensorflow and Keras

1000
PLN NET
Nearest term:
- ,  2019 Kraków

Group Discounts:

1+2 friends
700.00PLN
1000.00PLN   30% off
1+1 friend
800.00PLN
1000.00PLN   20% off
Individual measure - Kontaktiere uns

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

Trainer

Trainer image

Kacper Łukawski

Data Engineer

Kacper Łukawski is Data Engineer and Tech Lead at Codete. Currently involved in Big Data projects and internal research in the field of Machine Learning. An enthusiast of applying data science in various sectors.

Workshop Schedule

- ,  2019
Warszawa
- ,  2019
Lublin

Kontakt

CONTACT PERSONS

contact person

Olga Sroka

Workshop Advisor

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contact person

Maciej Szczepański

Workshop Advisor

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                  width=   maciej.szczepanski@codete.com

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