“The Microsoft Fabric implementation program gave our data engineering team a structured path from legacy pipelines to a modern lakehouse architecture.”
Microsoft Official Curriculum
Implement a data science and machine learning solution for AI with Microsoft Fabric
This course is designed to build practical skills in implementing data science and machine learning solutions using Microsoft Fabric. The course explores the complete end-to-end data science process, from understanding and exploring data to preparing and transforming datasets for analysis. Students will learn how to train, evaluate, and track machine learning models, as well as how to deploy those models and generate predictions using Microsoft Fabric tools and capabilities.
Role-Based Certification PrepTrack: DP-604T00Official Source: Microsoft LearnMicrosoftBeginner
Download Program Brief (PDF)Program Snapshot
Engagement scoped to cohort
Duration1 day
FormatVirtual, On-site, or Hybrid
LevelBeginner
Course CodeDP-604T00
Certification TrackDP-604T00
SubjectData
- MCT-led delivery
- Private cohort / virtual ILT
- Typical response: 1 business day
Scoping call typically scheduled within one business day
VNode ITeS delivers Implement a data science and machine learning solution for AI with Microsoft Fabric as an MCT-led Microsoft program for Ai Engineer, Data Scientist. Typical duration is 1 day (Virtual, On-site, or Hybrid). Labs follow production-shaped scenarios rather than slide-only walkthroughs. Certification prep maps to DP-604T00 without turning the week into a dump of Learn modules. Private cohorts can shift emphasis by role mix, workspace or repo constraints, and rollout timing.
Audience Profile
Built for these roles
This course is intended for data professionals and practitioners who regularly work with machine learning models and are responsible for building, evaluating, and deploying data science solutions. Students should already be familiar with the data science process, Python, and common open-source machine learning frameworks such as scikit-learn.
- AI Engineer
- Data
- Certification Readiness
- Tailored Team Delivery
Overview
Executive overview
Official Microsoft Learn-aligned instructor-led program for Implement a data science and machine learning solution for AI with Microsoft Fabric.
Prerequisites
- Relevant foundational experience in the target technology area.
- Comfort with hands-on labs in a cloud or GPU-accelerated environment.
Program Outcomes
Capabilities your teams will gain
- Strengthen capability in ai engineer scenarios
- Strengthen capability in data scientist scenarios
- Strengthen capability in microsoft fabric scenarios
Enterprise Delivery
Official learning & delivery options
Review the vendor learning resource, then book a consultation or request a private cohort for your team.
Curriculum
Curriculum roadmap
- Ai Engineer
- Data Scientist
- Microsoft Fabric
1Module 1
Implement a data science and machine learning solution for AI in Microsoft Fabric
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Module 1
Implement a data science and machine learning solution for AI in Microsoft Fabric
Explore the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric. (DP-604T00)
- Introduction to end-to-end analytics using Microsoft Fabric
- Get started with data science in Microsoft Fabric
- Explore data for data science with notebooks in Microsoft Fabric
- Preprocess data with Data Wrangler in Microsoft Fabric
- Train and track machine learning models with MLflow in Microsoft Fabric
- Generate batch predictions using a deployed model in Microsoft Fabric
Delivery Models
Delivery models
Virtual ILTOnsiteHybridExecutive WorkshopBootcampWeekend
Engagement Fit
Engagement fit
- Certification readiness
- Implementation-focused labs
- Private cohort delivery
- Beginner practitioner depth
Enterprise Customization
Enterprise customization
Tailor this program to your organization's priorities: Builds current Microsoft credential readiness for Implement a data science and machine learning solution for AI with Microsoft Fabric using the official Microsoft Learn outline.
- Align labs to your production environment and platform priorities
- Add readiness reviews and instructor-led practice sessions
- Extend into project-specific architecture or delivery coaching
Credentials
Certification & official source
- •DP-604T00
Aligned to the official Microsoft Learn course and learning path for this program.
View Official Microsoft Learn PageResources
Program resources
Yes. Most enterprise clients prefer private delivery scoped to role mix, timezone, and rollout timeline. We align lab environments and scenarios to your tenant context where applicable.
Enterprise Proof
Trusted delivery outcomes
Delivery Capability
Enterprise-grade instruction
MCT-led delivery
Programs led by Microsoft Certified Trainer practitioners
Enterprise program oversight
Founder-led specialist delivery with structured rollout planning
Global delivery
APAC · EMEA · Americas · Virtual & Onsite
Implementation-focused
Hands-on labs aligned to production scenarios
