Azure Fabric Solutions for Data Science and AI
Why You’ll Learn Azure Fabric Solutions for Data Science and AI
Microsoft Azure Fabric is revolutionizing the way enterprises manage data science and AI projects. It integrates big data analytics, machine learning workflows, and scalable compute resources into a single platform, empowering businesses to accelerate innovation. Learning Azure Fabric equips professionals with the ability to build, deploy, and manage end-to-end AI solutions, opening doors to roles such as Data Engineer, Machine Learning Engineer, Cloud Solutions Architect, and AI Specialist.
Program Overview
- KTitle: Azure Fabric Solutions for Data Science and AI (Certificate Program)
- KDelivery: Hybrid (Online or Onsite), Part-Time
- K Duration: 40 hours (flexible schedule over evenings/weekends)
- K Audience: Data professionals, engineers, and developers (basic Python or data knowledge recommended)
- KCredential: Certificate of Completion, co-signed by industry experts
This program combines theoretical foundations with hands-on labs and real-world projects, ensuring learners gain practical experience with Azure Fabric’s tools and services.
Industry Insights
- KCloud-native AI and data science platforms are reshaping industries from finance to healthcare and manufacturing
- KEnterprises prioritize scalable, secure, and automated solutions to deliver insights faster
- KProficiency in Azure Fabric is highly sought after by companies undergoing digital transformation
- KCloud AI experts are instrumental in bridging the gap between data science innovation and production-grade deployment
Types of Projects You’ll Work On
- KBuilding machine learning models on Azure and deploying them as cloud services
- KDeveloping predictive analytics solutions for sales forecasting or churn prediction
- KCreating data integration pipelines connecting on-premise and cloud data sources
- KVisualizing insights in Power BI dashboards linked to Azure Fabric data
- KImplementing real-time monitoring and alert systems using Azure tools
Learning Outcomes
- KUnderstand Azure Fabric’s architecture and core components
- KBuild and manage data pipelines and ML workflows on Azure
- KDeploy, monitor, and optimize AI solutions in a cloud environment
- KEnsure security, compliance, and cost-efficiency in cloud operations
- KComplete a capstone project demonstrating end-to-end AI solution delivery
- KDevelop practical, job-ready skills aligned with industry needs
Program Delivery Options
- KOnline: Live expert-led sessions + recorded modules + hands-on labs
- KOnsite: Intensive workshops at our training facility
- KHybrid: Flexible blend of online and onsite delivery for busy professionals
Who Should Join?
- KData Scientists, Machine Learning Engineers, Data Engineers
- KCloud Engineers and Solution Architects seeking Azure AI expertise
- KIT professionals and developers exploring cloud AI deployment
- KStudents and early-career professionals aiming to break into cloud-based AI roles
Certification Details
- KOfficial Certificate of Completion
- KEndorsed by top industry practitioners and cloud experts
- KCapstone project to feature in portfolios or professional resumes
Modules in This Program
Introduction to Azure Fabric and Cloud AI
– Overview of Azure Fabric architecture
– Key services and capabilities
Data Integration and Management
– Connecting to diverse data sources
– Data ingestion, storage, and preparation
Building Machine Learning Pipelines
– Using Azure Machine Learning Studio
– Automating ML workflows and pipelines
Advanced Analytics and Visualization
– Power BI integration
– Real-time analytics using Azure Synapse
Model Deployment and Monitoring
– Deploying ML models at scale
– Monitoring performance and managing drift
Security, Governance, and Cost Optimization
– Ensuring compliance and secure AI operations
– Managing cloud resources effectively
Final Project & Capstone
– End-to-end AI solution development
– Present findings, demonstrate business impact, and receive certificate award