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

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Training DP-604T00

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

Rozwiązania IT Microsoft

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Training

Price of training from PLN 1,080 ^net

Lowest price in the last 30 days: PLN 1,080 ^net

Language: polish

*the price depends, among others on the form of training and the date

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Additional products

No additional books or exams are specified for this training.

5h dydaktycznych

Opis szkolenia

Explore the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric.

Prerequisites

You should be familiar with basic data concepts and terminology.

Modules in this course

Get started with data science in Microsoft Fabric
Explore data for data science with notebooks in Microsoft Fabric
Preprocess data with Data Wrangler in Microsoft Fabric
Train and track machine learning models with MLflow in Microsoft Fabric
Generate batch predictions using a deployed model in Microsoft Fabric

Zakres

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
- Exercise – Explore data science in 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
- Exercise: Use notebook for data exploration in Microsoft Fabric
Preprocess data with Data Wrangler in Microsoft Fabric
- Understand Data Wrangler
- Perform data exploration
- Handle missing data
- Transform data with operators
- Exercise: Preprocess data with Data Wrangler in Microsoft Fabric
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
- Exercise – Train and track a model 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
- Exercise – Generate and save batch predictions
- Knowledge check
- Summary

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Training: DP-604T00

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

Currently, there is no trainings in the selected form.

Filters:

Date guarantee

location:

Training: DP-604T00

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

Currently, there is no trainings in the selected form.

Filters:

Date guarantee

form:

Training: DP-604T00

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

Currently, there is no trainings in the selected form.

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