DP-604T00: Implement a data science and machine learning solution for AI in Microsoft Fabric

Course code: NP1323

This beginner-level learning path introduces data scientists, analysts, and engineers to the data science lifecycle in Microsoft Fabric. You’ll learn to explore and preprocess data, train machine learning models, track experiments, and generate predictions—all within a unified analytics platform. The course emphasizes collaboration, scalability, and integration across Fabric’s AI capabilities.

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Course dates

Starting date: Upon request

Guaranteed

Type: Self-paced

Course duration: 8 hours

Language: en

Price without VAT: 285 EUR

Register

Starting date: Upon request

Guaranteed

Type: Self-paced

Course duration: 8 hours

Language: en

Price without VAT: 75 EUR

Register

Starting
date
Place
Type Course
duration
Language Price without VAT
G Upon request Self-paced 8 hours en 285 EUR Register
G Upon request Self-paced 8 hours en 75 EUR Register
G Guaranteed course

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Course description

Explore Data with Notebooks

Uncover patterns and insights using interactive notebooks.

Transform with Data Wrangler

Clean and shape data for analysis and modeling.

Train and Track Models

Use MLflow to manage model lifecycle in Fabric.

Deploy and Predict

Generate batch predictions from deployed AI models.

Course structure

Lesson 1: Implement a data science and machine learning solution for AI in Microsoft Fabric

Module 1: Introduction to end-to-end analytics using Microsoft Fabric

Module 2: Get started with data science in Microsoft Fabric

Module 3: Explore data for data science with notebooks in Microsoft Fabric

Module 4: Preprocess data with Data Wrangler in Microsoft Fabric

Module 5: Train and track machine learning models with MLflow in Microsoft Fabric

Module 6: Generate batch predictions using a deployed model in Microsoft Fabric

Prerequisites

  • Familiarity with basic data concepts and terminology
  • Understanding of machine learning fundamentals
  • Experience with data exploration and analysis
  • Access to Microsoft Fabric workspace

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