Training Compendium CE

Training goals dlearning

During the training we will introduce the participants to the subject of data analysis. The workshops will show how to clean and prepare different kind of data, collected from non-heterogeneous systems, to be then analyzed. All the processing will be done in Python scripts with the publicly available tools. The workshops will cover some common data analysis issues, and the possible solutions to these problems. Any organization gathering any kind of data may find the training useful.

Outcomes

  • An access to exclusive materials covering the scope of the workshops
  • A good understanding of the basic data analysis processes

Conspect Show list

  1. Introduction
    • An overview of data related professions and terms
    • Defining a problem to make it solvable with data science techniques
  2. Data preparation<
    • Problem definition
    • Collecting the data from different sources: relational databases, HTTP REST API, web scraping, etc.
    • Different strategies for cleaning and pruning the data, depending on its type and found issues
    • Data enrichment for improving its quality
    • Exercise 1
  3. Finding patterns
    • An overview of data characteristics
    • Analyzing collected dataset for finding the underlying regularities
    • Visualizing the outcomes and preparing reports
    • Exercise 2
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Additional information

Requirements
  • Basic knowledge of Python, preferably some experience with Jupyter Notebook
  • Understanding of data structures
Difficulty level
Duration 1 day
Certificate

The participants will obtain certificates signed by Compendium CE.

Trainer

Certified Compendium CE Trainer.

Training thematically related

Programming

Web Design and Programming

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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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