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

DP-604 teaches you to build data science and machine learning solutions using Microsoft Fabric. You'll learn how to process and analyze data, train predictive models, and deploy them to solve real problems. The course is hands on, so you'll work through the full ML workflow from data to deployment.

📘 Fabric 👥 134 Enrolled ⏱️ 1 Day 💼 Foundation Level ⭐ 5 | 45 Reviews

Why Microtek Learning?

500+

Courses

10+ Years

Experience

95K+

Global Learners

Virtual Instructor-Led Training

$599

Course Overview

This course covers implementing data science and machine learning workflows in Microsoft Fabric. The focus is on AI model training and deployment. You'll go from processing raw data to building and deploying models that work in production. It's designed for professionals who want practical ML experience, not just theory.

Mode of Training

🏫 Classroom 💻 Live Online 🧪 Blended 👨‍👩‍👧‍👦 Private Group

What you will learn

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

Who Should Attend This Course?

Data Scientist
Data Analyst
Fabric Analytics Engineer

Prerequisites

You should be familiar with basic data concepts and terminology.

📞 Talk to a Learning Advisor

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

Understand the data science process
Train models with notebooks in Microsoft Fabric
Track model training metrics with MLflow and experiments
Lab: Explore data science in Microsoft Fabric

Load data and perform initial data exploration.
Gain knowledge about different types of data distributions.
Understand the concept of missing data, and strategies to handle missing data effectively.
Visualize data using various data visualization techniques and libraries.
Lab: Use notebook for data exploration in Microsoft Fabric

Learn Data Wrangler features, and its role in the data science workflow.
Perform different types of preprocessing operations in data science.
Learn how to handle missing values, and imputation strategies.
Use one-hot encoding and other techniques to convert categorical data into a format suitable for machine learning algorithms.
Lab: Preprocess data with Data Wrangler in Microsoft Fabric

Train machine learning models with open-source frameworks
Train models with notebooks in Microsoft Fabric
Track model training metrics with MLflow and experiments in Microsoft Fabric
Lab: Train and track a model in Microsoft Fabric

Save a model in the Microsoft Fabric workspace
Prepare a dataset for batch predictions
Apply the model to dataset to generate new predictions
Save the predictions to a Delta table
Lab: Generate and save batch predictions

Still have questions?

Reach out to our learning advisors for personalized guidance on choosing the right course, group training, or enterprise packages.

📞 Talk to an Advisor

What You Get with Microtek Learning

Instructor-Led Excellence

✓ Certified Instructor-led Training
✓ Top Industry Trainers
✓ Official Student Handbooks

Measurable Learning Outcomes

✓ Pre- & Post-Training Assessments
✓ Practice Tests
✓ Exam-Oriented Curriculum

Real-World Skill Building

✓ Hands-on Activities & Scenarios
✓ Interactive Online Courses
✓ Peer Collaboration (Not in self-paced)

Full Support & Perks

✓ Exam Scheduling Support ^*
✓ Learn & Earn Program ^*
✓ Support from Certified Experts
✓ Gov. & Private Pricing ^*

Our Clients

For over 10 years, Microtek Learning has helped organizations, leaders, students and professionals to reach their maximum potential. We have led the path by addressing their challenges and advancing their performances.