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DP-604: Implement a Data Science Machine Learning Solution for AI with Microsoft Fabric Course

Class Dates
(click date for class times)
(click Enroll for locations)
4/23
Class Dates and Times
04/23/2026Thursday 10:00-4:45 EDT
  9:00-3:45 CDT
  8:00-2:45 MDT
  7:00-1:45 PDT
Last Reg Date4/20
 
5/21
Class Dates and Times
05/21/2026Thursday 10:00-4:45 EDT
  9:00-3:45 CDT
  8:00-2:45 MDT
  7:00-1:45 PDT
 
6/18
Class Dates and Times
06/18/2026Thursday 10:00-4:45 EDT
  9:00-3:45 CDT
  8:00-2:45 MDT
  7:00-1:45 PDT
 
7/16
Class Dates and Times
07/16/2026Thursday 10:00-4:45 EDT
  9:00-3:45 CDT
  8:00-2:45 MDT
  7:00-1:45 PDT
 
8/13
Class Dates and Times
08/13/2026Thursday 10:00-4:45 EDT
  9:00-3:45 CDT
  8:00-2:45 MDT
  7:00-1:45 PDT
 
9/10
Class Dates and Times
09/10/2026Thursday 10:00-4:45 EDT
  9:00-3:45 CDT
  8:00-2:45 MDT
  7:00-1:45 PDT
 
Fee:  $595

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DP-604: Implement a Data Science Machine Learning Solution for AI with Microsoft Fabric Course

 

Overview

This course is designed to equip learners with the skills to implement data science and machine learning solutions using Microsoft Fabric. Participants will gain hands-on experience managing data, notebooks, experiments, and models, enabling them to seamlessly integrate data from across their organization and collaborate effectively with other data professionals. By the end of the course, attendees will be proficient in data exploration, preprocessing, model training, and generating predictions, all within the robust Microsoft Fabric environment.

Throughout the course, learners will delve into the data science process, explore datasets using notebooks, preprocess data with Data Wrangler, and utilize MLflow for model management. This comprehensive training ensures that participants can confidently build and deploy machine learning models to generate actionable insights, enhancing their data science capabilities.

Audience Profile

This course is ideal for data scientists, data analysts, and machine learning engineers who are looking to enhance their skills in implementing data science solutions using Microsoft Fabric. It is also suitable for professionals responsible for managing and integrating data within their organizations, seeking to leverage advanced data science tools and techniques.

Prerequisites

You should be familiar with basic data concepts and terminology.

COURSE OUTLINE

Module 1: 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

Module 2: 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

Module 3: 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

Module 4: 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

Module 5: 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

 

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ADP604

Attend hands-on, instructor-led DP-604: Implement a Data Science Machine Learning Solution for AI with Microsoft Fabric training classes at ONLC's nationwide locations. Not near one of our locations? Attend these same live classes from your home/office PC via our Remote Classroom Instruction (RCI) technology.

For additional training options, check out our list of Courses and select the one that's right for you.

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