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

Course Overview

The DP-604T00: Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric course offered by CounselTrain is designed to equip data professionals with the skills needed to develop and deploy AI solutions using Microsoft Fabric. This course covers the entire data science lifecycle, from data preparation and feature engineering to model training and deployment. Participants will learn how to utilize Microsoft Fabric’s integrated tools and services to streamline data workflows, enhance model accuracy, and implement scalable machine learning solutions. The course emphasizes practical, hands-on experience, enabling learners to build and manage AI projects effectively, making it ideal for data scientists, machine learning engineers, and AI practitioners aiming to leverage Microsoft Fabric in their AI initiatives.

Multiple Routes of Delivery to
Fit Your Timetable

We understand that flexibility is key to effective learning and development, especially in today’s dynamic work environment. That’s why we offer multiple delivery formats for our IT trainings in UAE. Whether you prefer the interaction of in-person classes, the convenience of live virtual training, or the independence of self-paced online learning, we have a solution tailored to your schedule. Our goal is to make professional growth accessible to everyone, allowing you to upskill without compromising your other commitments.

Online Instructor Led

Learn from the comforts of your home/office with our expert trainers via online platforms.

Classroom Training

Face-to-face physical classroom training with max interactions at our 5* training venues.

Onsite Training

Learn in your own environment from our expert trainers for maximum impact.

Overseas Training

Choose your desired country for learning with our expert trainers.

Schedule Dates

13 February 2025

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

13 May 2025

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

13 August 2025

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

13 November 2025

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

Course Content

Introduce yourself and get familiar with your audience

Present section: Get started with data science in Microsoft Fabric
Demo the exercise

Present section: Explore data for data science with notebooks in Microsoft Fabric

Present section: Preprocess data with Data Wrangler in Microsoft Fabric

Present section: Train and track machine learning models with MLflow in Microsoft Fabric (

Present section: Generate batch predictions using a deployed model in Microsoft Fabric

Create opportunity for final questions and follow-up actions

FAQs

Participants should have a basic understanding of data science concepts, machine learning principles, and experience with programming languages such as Python. Familiarity with cloud computing and Microsoft Azure services is also beneficial.

By completing this course, you will gain skills in data preparation, feature engineering, model training and evaluation, deploying machine learning models, and using Microsoft Fabric’s integrated tools to manage and scale AI solutions.

While this course does not directly provide a certification, it prepares participants for certifications related to data science, machine learning, and AI on Microsoft platforms.

Yes, the course includes hands-on labs and practical exercises to help participants apply the concepts learned and gain practical experience with Microsoft Fabric.

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

Course Overview

Multiple Routes of Delivery to Fit Your Timetable

Online Instructor Led

Classroom Training

Onsite Training

Overseas Training

Schedule Dates

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

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

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

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

Course Content

Module 1:Introduction

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

Module 7:Conclusion – Wrap-up

FAQs

What are the prerequisites for this course?

What skills will I gain from this course?

Is there a certification associated with this course?

Will there be any hands-on labs or practical exercises?

Multiple Routes of Delivery to
Fit Your Timetable