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Software Intensive Systems

Systems and Software Excellence - Workshops

Data Analytics Hands-On Workshop

Gain an overview of theoretical concepts and important tools for data analysis.

From online shopping to the smart toothbrush to the new car, advancing digitalization leads to more and more data. To take advantage of the full potential of collected data, it is important to have a good strategy ready.

The Data Analytics Hands-On Workshop provides an overview of theoretical concepts and important tools for data analysis. Through many practical exercises, the complete data analytics pipeline is demonstrated and implemented. The focus is on the preparation and visualization of data.

Traditional BI Tools are limited mostly to SQL capabilities. This workshop is intended to focus on the possibilities to programmatically prepare and visualize data to get more out of it.

Duration

2 days

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Key Takeaways

Basics

  • Concepts of data analysis
  • Data analytics pipeline

Tools

  • Python
  • Pandas
  • Jupyter Notebook

Data visualization

  • Data visualization with Python
  • Matplotlib, Seaborn
  • Storytelling

Practical exercises

  • Loading, managing and manipulating data
  • Preparation of data sets
  • Traversing the complete data analytics pipeline

Outlook on various areas of application for data analysis

  • Understand and evaluate concepts of data analysis.
  • Use Jupyter Notebook to realize your own projects.
  • Process and prepare datasets.
  • Interpret data and recognize and highlight its important aspects.
  • Visualize data in different ways and choose a suitable form.
  • Develop and implement your own approaches to data analysis tasks.

This workshop's learning objectives are the following:

  • Understand and evaluate concepts of data analysis.
  • Use Jupyter Notebook to realize your own projects.
  • Process and prepare datasets.
  • Interpret data, and recognize and highlight its important aspects.
  • Visualize data in different ways and choose a suitable form.
  • Develop and implement your own approaches to data analysis tasks.

Target Audience

Software developers, data scientists, data analysts, business analysts

Prerequisites

Experience in software development is an advantage.

Examination

There is no exam following this workshop.

Course Dates

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GENERAL INFORMATION
Training ID:
Location:Onsite-Training
Date:2/7 -2/10/2024
Duration:31 Days
Time:09:00 AM - 05:00 PM
Language:English (EN)
Examination Fee:$Xx per participant
Online Price:#Xx per participant, plus vat
Services Provided by:UL
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Cancellation Policy

Contractual cancellation right

The registration can be cancelled free of charge 30 days before the training date, after which the following rules apply: 

  • 30 days – 14 days before the start of the training: 50% of the participation fee
  • 14 days or less before the start of the training: 100% of the participation fee
  • This shall not apply when a substitute attendee is named. This is possible until the registration at the beginning of the event.

The relevant cut-off date for the calculation of the cancellation period is the first training day of a bindingly booked training.

The cancellation must be declared in writing and sent by email to the training provider.

Naming substitutes

The participant may, after receiving the registration confirmation, name a substitute in writing prior to the beginning of the seminar.

This change of reservation is free of charge; seminars spanning several days may be transferred only in their entirety, i.e. attended by one substitute.

Date cancellations and date changes

The training provider has the right to change the location of events and/or specify a different date as a substitute. The training provider also reserves the right to cancel dates for organizational reasons (e.g. number of participants too low, illness of the speaker at short notice).

The training provider will notify the participant of the cancellation and of the reason with-out undue delay and will attempt to change the participant's reservation, provided that he agrees to a different date or event location. Otherwise, the full amount of any already paid attendance fee will be refunded in the case of a cancellation; no further claims exist, particularly no refund of travel and/or accommodation cost.

Within UL Solutions we provide a broad portfolio of offerings to many industries. This includes certification, testing, inspection, assessment, verification and consulting services. In order to protect and prevent any conflict of interest, perception of conflict of interest and protection of both our brand and our customers brands, UL Solutions has processes in place to identify and manage any potential conflicts of interest and maintain the impartiality of our conformity assessment services.