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

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


  Beginner

Regular Price : $600.00
Offer Price :$300.00

Course Overview

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

Course Outline

Get started with data science in Microsoft Fabric

  • Introduction
  • Understand the data science process
  • Explore and process data with Microsoft Fabric
  • Train and score models with Microsoft Fabric

 

Explore data for data science with notebooks in Microsoft Fabrictroduction

  • Explore notebooks
  • Load data for exploration
  • Understand data distribution
  • Check for missing data in notebooks
  • Apply advanced data exploration techniques
  • Visualize charts in notebooks

 

Preprocess data with Data Wrangler in Microsoft Fabric

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

 

Train and track machine learning models with MLflow in Microsoft Fabric

  • Introduction
  • Understand how to train machine learning models
  • Train and track models with MLflow and experiments
  • Manage models in Microsoft Fabric

 

Generate batch predictions using a deployed model in Microsoft Fabric

  • Introduction
  • Customize the model's behavior for batch scoring
  • Prepare data before generating predictions
  • Generate and save predictions to a Delta table

Course Objectives

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

Pre-requisites

You should be familiar with basic data concepts and terminology

For any custom schedule, please email us at info@gtechlearn.com or Call us at 1-844-355-9898(Toll Free - North America) or 1800 309 9898 (Toll Free - India)


This course includes:

  • Official MS Learn Courseware
  • Exam Preps
  • Achievement Badge from Microsoft
  • Course Completion Certificate
  • Post Training Support
  • Experienced & Certified Instructors
  • Train from AnyWhere
  • Interactive Hands-On Labs
  • Personalized Learning Plans
  • Flexible Scheduling
  • Accredited Training
  • Cost-Effective Pricing

  • Need an expert opinion? Contact us today!    CONTACT US NOW