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.

MEHR LESEN
Duration: 1 day
Level: intermediate

An introduction to data analysis

1000
PLN NET

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

      • 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
      • Analyzing collected dataset for finding the underlying regularities
      • Exercise 2

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.

Kontakt

CONTACT PERSONS

contact person

Olga Sroka

Workshop Advisor

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                  width=   olga.sroka@codete.com

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contact person

Maciej Szczepański

Workshop Advisor

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                  width=   maciej.szczepanski@codete.com

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