Implement a data science and machine learning solution for AI with Microsoft Fabric

Datum
11/12/2024
Ganztägig
Kalender-Import: iCal

Veranstaltungsort
ETC Trainingscenter
Modecenterstraße 22, 1030 - Wien

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Sie sollten mit grundlegenden Datenkonzepten und der zugehörigen Terminologie vertraut sein.

Erkunden Sie den Data Science-Prozess und lernen Sie, wie Sie maschinelle Lernmodelle trainieren, um künstliche Intelligenz in Microsoft Fabric zu erreichen.

Get started with data science in Microsoft Fabric

– Understand the data science process

– Explore and process data with Microsoft Fabric

– Train and score models with Microsoft Fabric

Explore data for data science with notebooks in Microsoft Fabric

– Explore notebooks

– Load data for exploration

– Understand data distribution

– Check for missing data in notebooks

– Apply advanced data exploration techniques

– Visualize charts in notebooks

Preprocess data with Data Wrangler in Microsoft Fabric

– Understand Data Wrangler

– Perform data exploration

– Handle missing data

– Transform data with operators

Train and track machine learning models with MLflow in Microsoft Fabric

– Understand how to train machine learning models

– Train and track models with MLflow and experiments

– Manage models in Microsoft Fabric

Generate batch predictions using a deployed model in Microsoft Fabric

– Customize the model’s behavior for batch scoring

– Prepare data before generating predictions

– Generate and save predictions to a Delta table

490,00

Kategorien

• Seminar