Training Compendium CE

Training goals dlearning

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.

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

Conspect Show list

  1. An overview of Tensorflow and Keras architecture
    • Basic concepts of Tensorflow and Keras computation graphs
    • The relationship between Tensorflow and Keras
    • Exercise 1
  2. Preparing an AI architecture
    • A description of designing AI architecture with Tensorflow
    • Moving from Tensorflow to Keras
    • Exercise 2
  3. Fitting and tuning the ML model
    • Selecting the best parameters for a particular problem with Tensorflow and Keras.
    • Exercise 3
  4. Moving from research to production
    • An overview of possibilities for moving from research to production with Tensorflow and Keras
    • Exercise 4
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Additional information

Requirements
  • Knowledge of Python or any other programming language on an intermediate level
  • Familiarity with basic Machine Learning Concepts
Difficulty level
Duration 1 day
Certificate

The participants will obtain certificates signed by Compendium CE.

Trainer

Certified Compendium CE Trainer.

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250 EUR

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FORM OF TRAINING ?

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Traditional training

Sessions organised at Compendium CE are usually held in our locations in Kraków and Warsaw, but also in venues designated by the client. The group participating in training meets at a specific place and specific time with a coach and actively participates in laboratory sessions.

Dlearning training

You may participate from at any place in the world. It is sufficient to have a computer (or, actually a tablet, or smartphone) connected to the Internet. Compendium CE provides each Distance Learning training participant with adequate software enabling connection to the Data Center. For more information, please visit dlearning.eu site

TRAINING MATERIALS ?

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Paper materials

Traditional Materials: The price includes standard materials issued in the form of paper books, printed or other, depending on the arrangements with the manufacturer.

Electronic materials

Electronic Materials: These are electronic training materials that are available to you based on your specific application: Skillpipe, eVantage, etc., or as PDF documents.

Ctab materials

Ctab materials: the price includes ctab tablet and electronic training materials or traditional training materials and supplies provided electronically according to manufacturer's specifications (in PDF or EPUB form). The materials provided are adapted for display on ctab tablets. For more information, check out the ctab website.

 

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