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Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric

This Microsoft course DP-604T00 teaches learners the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric. Skills Gained Use...

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$675 USD
Duration 1 day
Course Code DP-604T00
Available Formats Classroom, Virtual

Upcoming Course Dates

  • Jun 17, 2025 - Jun 17, 2025 (1 day)
    Live Virtual | 9:00AM – 5:00PM EDT
    Language English
    Select from 1 options below
    Live Virtual |9:00AM – 5:00PM EDT
    Live Virtual | 9:00AM – 5:00PM EDT
    Enroll
    Enroll Add to quote
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Overview

This Microsoft course DP-604T00 teaches learners the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric.

Skills Gained

  • Use Microsoft Fabric to manage data, notebooks, experiments, and models for data science projects.
  • Explore and analyze data using notebooks in Microsoft Fabric to identify patterns and insights.
  • Preprocess and transform data using Data Wrangler in Microsoft Fabric to prepare it for machine learning model training.
  • Train, track, and manage machine learning models using MLflow in Microsoft Fabric to develop AI solutions.
  • Generate and utilize batch predictions from deployed machine learning models in Microsoft Fabric to enrich data and derive insights.

Prerequisites

Familiarity with basic data concepts and terminology.

Course Details

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
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Schedule

1 options available

  • Jun 17, 2025 - Jun 17, 2025 (1 day)
    Live Virtual | 9:00AM – 5:00PM EDT
    Language English
    Select from 1 options below
    Live Virtual |9:00AM – 5:00PM EDT
    Live Virtual | 9:00AM – 5:00PM EDT
    Enroll
    Enroll Add to quote

FAQ

How do I get a Microsoft exam voucher?

Pearson Vue Exam vouchers can be requested and ordered with your course purchase or can be ordered separately by clicking here.

  • Vouchers are non-refundable and non-returnable. Vouchers expire 12 months from the date they are issued unless otherwise specified in the terms and conditions.
  • Voucher expiration dates cannot be extended. The exam must be taken by the expiration date printed on the voucher.

Do Microsoft courses come with post lab access?

Most Microsoft official courses will include post-lab access ranging from 30 to 180 calendar days after instructor led course delivery. A lab training key in class will be provided that can be leveraged to continue connecting to a remote lab environment for the individual course attendee.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour-long after 3-3.5 hours of the class day.

What languages are used to deliver training?

Microsoft courses are conducted in English unless otherwise specified.

Reviews

Both course material and instructor demonstrated a sound foundation on Maximo material

The training was great . But i expected some of the Networking concepts would be covered in this certification .

The format of the class was concise. I learned new skills to use at my workplace.

The class covered the concepts needed for the AWS Cloud Practitioner Certification.

Very good couse and again we would like to see more videos on removing FRUs