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.
Course Content
7 modules · 8 topics01Module 1:Introduction1 topic
- Introduce yourself and get familiar with your audience
02Module 2: Get started with data science in Microsoft Fabric2 topics
- Present section: Get started with data science in Microsoft Fabric
- Demo the exercise
03Module 3: Explore data for data science with notebooks in Microsoft Fabric1 topic
- Present section: Explore data for data science with notebooks in Microsoft Fabric
04Module 4:Preprocess data with Data Wrangler in Microsoft Fabric1 topic
- Present section: Preprocess data with Data Wrangler in Microsoft Fabric
05Module 5: Train and track machine learning models with MLflow in Microsoft Fabric1 topic
- Present section: Train and track machine learning models with MLflow in Microsoft Fabric (
06Module 6: Generate batch predictions using a deployed model in Microsoft Fabric1 topic
- Present section: Generate batch predictions using a deployed model in Microsoft Fabric
07Module 7:Conclusion – Wrap-up1 topic
- Create opportunity for final questions and follow-up actions
Schedule Dates
4 upcoming batches| Batch Dates | Duration | Batch Options | Language | Action |
|---|---|---|---|---|
| 13 November 2026 | 1 Day | 8 hours & 4 hours | English / Arabic | |
| 13 February 2027 | 1 Day | 8 hours & 4 hours | English / Arabic | |
| 13 May 2027 | 1 Day | 8 hours & 4 hours | English / Arabic | |
| 13 August 2027 | 1 Day | 8 hours & 4 hours | English / Arabic |
Can’t find a suitable date? Request a schedule that fits your team.
Request More InformationFAQs
What are the prerequisites for this course?
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.
What skills will I gain from this course?
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.
Is there a certification associated with this course?
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.
Will there be any hands-on labs or practical exercises?
Yes, the course includes hands-on labs and practical exercises to help participants apply the concepts learned and gain practical experience with Microsoft Fabric.
Flexible Training Options to Meet Your Needs
Choose how you learn — live online, in-classroom, at your workplace, or internationally. CounselTrain delivers certified IT training across the UAE in the format that fits your team.
Select the method that best suits your needs.
Online Instructor-Led Training
Learn from the comfort of your workplace or at home through live virtual sessions led by expert trainers.
Learn moreHighlights
Classroom Training
Participate in interactive, face-to-face training in our top 5-star training facilities in Dubai.
Learn moreHighlights
Onsite Training
Learn a customised curriculum in your workplace to ensure the most impact and team participation.
Learn moreHighlights
Overseas Training
Participate in our international training sessions and improve your abilities with world-class instructors.
Learn moreHighlights