Implement a data science and machine learning solution for AI with Microsoft Fabric
DP-604Master AI and machine learning with Microsoft Fabric in this hands-on DP-604 course. Build, train, and deploy intelligent data-driven solutions using unified analytics and Azure ML integration.
🚀 Transform Your AI Skills with Microsoft Fabric
Unlock the full potential of artificial intelligence and machine learning with this comprehensive, instructor-led DP-604 course. Designed for data professionals ready to build enterprise-grade AI solutions, this training combines Microsoft Fabric's unified analytics platform with Azure Machine Learning to deliver 40-50% hands-on practical experience.
💡 What You'll Master
- End-to-End AI Lifecycle: From data preparation and feature engineering to model deployment and monitoring
- Advanced ML Techniques: Build supervised, unsupervised, and reinforcement learning models using Python, scikit-learn, and TensorFlow
- Spark-Based Processing: Leverage Fabric notebooks and OneLake for scalable data transformations
- Model Operationalization: Deploy models as REST APIs with automated retraining and drift monitoring
- Business Integration: Embed AI insights into Power BI dashboards for actionable intelligence
- Governance & Security: Implement ethical AI practices with compliance controls and auditing
🎯 Perfect For
Data scientists, ML engineers, AI developers, and data engineers building intelligent solutions in unified analytics environments. Ideal preparation for advanced Microsoft Fabric certifications.
✨ Real-World Impact
Gain practical expertise through hands-on scenarios that mirror actual business challenges. Learn to accelerate innovation by operationalizing AI models that drive data-driven decision-making across your organization.