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An introduction to data analysis - Workshop Kraków!

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Location

Codete

7 Olszańska

31-513 Kraków

Poland

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Event description

Description

An introduction to data analysis

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.

Prerequisites

  • Basic knowledge of Python, preferably some experience with Jupyter Notebook

  • Understanding of data structures

Outcomes

  • An access to exclusive materials covering the scope of the workshops

  • A good understanding of the basic data analysis processes

Agenda

  • Introduction

    • An overview of data related professions and terms

    • Defining a problem to make it solvable with data science techniques

  • 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

  • Finding patterns

    • An overview of data characteristics

    • Analyzing collected dataset for finding the underlying regularities

    • Visualizing the outcomes and preparing reports

    • Exercise 2

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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