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Add your ODL content here.

Price: $295.00

Train your entire team with our Private Group Training solutions. AstraTech specializes in creating customized training programs to fit your organization’s unique learning needs and business objectives. Take advantage of multiple student discounts, customized curriculum and flexible scheduling with Private Group Training from AstraTech!

    On-Demand Learning (ODL) is a self-paced training solution designed to work around your individual schedule, budget, and learning needs. Our ODL courses provide you with exclusive access to interactive platforms combining high-quality instructor videos from subject matter experts, official courseware and study materials, hands-on labs, practice exercises, skill assessments and knowledge checks. The modular, self-paced ODL course structure adapts to your unique learning needs and style, providing an optimal training experience.

    Train your entire team with our Private Group Training solutions. AstraTech specializes in creating customized training programs to fit your organization’s unique learning needs and business objectives. Take advantage of multiple student discounts, customized curriculum and flexible scheduling with Private Group Training from AstraTech!

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

    $295 - $695 | 1 day

    Upgrade your tech skills with this , training course. Launch your career to the stars with AstraTech IT Certification Training!

    Please select a Learning Method below to get started:

    There are currently no upcoming course dates scheduled. Please complete the form to request a date/receive schedule update notifications:

      • Microsoft Fabric
      • Microsoft Technical

      About this Course

      SKILL LEVEL: 
      • Intermediate

      DP-604T00 Implement a data science and machine learning solution for AI with Microsoft Fabric Course Outline

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

      0

      You should be familiar with basic data concepts and terminology.

      0

      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

      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

      3 – Preprocess data with Data Wrangler in Microsoft Fabric

      • Understand Data Wrangler
      • Perform data exploration
      • Handle missing data
      • Transform data with operators

      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

      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