What’s Included?
High-Quality Video, E-book & Audiobook
Module Quizzes
AI Mentor
Access for Tablet & Phone
Prerequisites
- Familiarity with basic data concepts and terminology
- Understanding of machine learning fundamentals
- Experience with data exploration and analysis
- Access to Microsoft Fabric workspace
Skills You’ll Gain
- Notebook-Based Exploration
- Data Preprocessing Tasks
- Model Training Automation
- MLflow Model Management
- Prediction Generation
- Model Deployment Insights
- Collaborative Data Science
- Workflow Integration
Self Study Materials Included
Videos
Engaging visual content to enhance understanding and learning experience.
Podcasts
Insightful audio sessions featuring expert discussions and real-world cases.
Audiobooks
Listen and learn anytime with convenient audio-based knowledge sharing.
E-Books
Comprehensive digital guides offering in-depth knowledge and learning support.
Module Wise Quizzes
Interactive assessments to reinforce learning and test conceptual clarity.
Additional Resources
Supplementary references and list of tools to deepen knowledge and practical application.
Tools You’ll Master
MLflow
Microsoft Fabric
Data Wrangler
Pandas Dataframe
What You’ll Learn
Explore Data with Notebooks
Uncover patterns and insights using interactive notebooks.
Transform with Data Wrangler
Clean and shape data for analysis and modeling.
Train and Track Models
Use MLflow to manage model lifecycle in Fabric.
Deploy and Predict
Generate batch predictions from deployed AI models.
Course Modules
Lesson 1: Implement a data science and machine learning solution for AI in Microsoft Fabric
Module 1: Introduction to end-to-end analytics using Microsoft Fabric
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
Frequently Asked Questions
It’s a unified platform for managing data, training models, and generating AI-driven insights.
Basic familiarity with data science workflows and tools like notebooks is helpful.
Yes, it includes practical labs and exercises for real-world scenarios.
MLflow is a tool for tracking experiments, managing models, and streamlining the machine learning lifecycle.
Data scientists, analysts, and engineers looking to build AI solutions in Microsoft Fabric.