Implement a Data Science and Machine Learning Solution for AI in Microsoft Fabric (DP 604)
Data Science · 1-DayA hands-on, one-day programme that takes data professionals through the complete data science and machine learning workflow on Microsoft Fabric. Participants explore and prepare data in notebooks and Data Wrangler, train and track models with MLflow, and generate batch predictions from a deployed model — all within the Fabric Data Science experience
Program Fee
1-on-1 doubt clearing, WhatsApp support group, lab environment access
Request Syllabus / Call BackProgram Overview
A hands-on, one-day programme that takes data professionals through the complete data science and machine learning workflow on Microsoft Fabric. Participants explore and prepare data in notebooks and Data Wrangler, train and track models with MLflow, and generate batch predictions from a deployed model — all within the Fabric Data Science experience and guided by a Microsoft Certified Trainer.
What You'll Learn
- Navigate the Microsoft Fabric Data Science experience
- Explore and profile data in Spark-powered notebooks
- Clean and transform data with Data Wrangler
- Train and track machine learning models with MLflow
- Manage and version registered models in Fabric
- Generate and store batch predictions from a deployed model
Who Can Join
- •Data Scientists
- •Data Analysts
- •Data Engineers
PREREQUISITES
• Basic Python familiarity
• Understanding of fundamental data concepts
• No prior machine learning experience required
Curriculum
→ End-to-end analytics with Fabric
→ Workspaces and governance
→ Data teams and Fabric
→ Enable and use Fabric
→ AI capabilities in Fabric
Total: 6h 59m across 6 modules
Tools & Technologies
Projects Included
- ▹ Lab 0: Workspace setup and enable the Data Science experience
- ▹ Lab [M01]: Get started with data science
- ▹ Lab [M02]: Explore data for data science with notebooks
- ▹ Lab [M03]: Preprocess data with Data Wrangler
- ▹ Lab [M04]: Train and track ML models with MLflow
- ▹ Lab [M05]: Generate batch predictions using a deployed model
Official Certifications
No Microsoft certification exam associated with this course. A CertTulen Academy Certificate of Completion is awarded upon successful completion of the one-day programme.
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