Microsoft Fabric und Data Science - Schulung in Wien

Microsoft Fabric and Data Science - Training in Vienna

Event by: ATVISIO Consult GmbH

Location: Austria Trend Hotel Europa Wien, Neuer Markt 3, Wien - Innere Stadt

Online event

Tickets: 1200 EUR · Get tickets

Talks & discussions

About event

You will get an overview of Microsoft Fabric and its role in the data science process.

Description

You will learn the basics of data Science, including machine learning and statistical analysis. Data integration and preparation using tools such as Power Query are also covered. Practical exercises on installing Python libraries and applying AI in various scenarios such as sales forecasting and fraud detection round out the training. The conclusion is the evaluation and optimization of models for better results.

Target group

Business users, data scientists, business analysts

Duration

1 day

Content in detail

Introduction to Microsoft Fabric

  • What is Microsoft Fabric?
  • Overview of key features and components
  • How does Microsoft Fabric fit into the data science process

Introduction to data science concepts

  • What is data science?
  • Basic concepts and use cases
  • Overview of machine learning and statistical analysis

Data integration and -preparation

  • Dataflows for loading the lakehouse
  • Data transformation with Power Query
  • Bring raw data into an analyzable format

Installation and AI examples

  • Installation of Python libraries
  • Sales forecast
  • Fraud detection
  • Forecast of Customer aversion
  • Time series prediction
  • Uplift modeling
  • Predictive maintenance
  • Hands-on exercise on an AI use case

Model evaluation and optimization

  • Evaluation of models based on metrics
  • Optimization of models for better Results

ATVISIO consulting practice: “Best practice” and avoidable mistakes

New: Book online training now

On the mutually agreed training day, your trainer will contact you and first mirror his screen onto your computer - and vice versa if necessary. Ideally, you should have a second PC or laptop ready for your own exercises. Then the training can begin.

With online training you save time and travel costs and can use the hours gained productively for your daily business.

For further information, call us.

Further information

For companies, this training can also be carried out as in-house training. Please contact Rebecca Kunz about this - by email kunz@atvisio.de or by phone 0631/4140140

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