The Microsoft Azure Enterprise Data Scientist Associate (AI-500) program prepares students with advanced skills for developing, deploying, and managing machine learning solutions using Microsoft Azure. Students learn data science workflows, machine learning models, Azure Machine Learning, data preparation, model training, deployment, MLOps practices, responsible AI, and enterprise AI solution development. The course focuses on applying data science techniques to real-world business problems and preparing learners for advanced AI and machine learning roles.
Curriculum
- 12 Sections
- 0 Lessons
- 12 Weeks
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- Week 1 Introduction to Enterprise Data Science and Azure AI0
- Week 2 Data Preparation and Exploration0
- Week 3 Azure Machine Learning Workspace and Tools0
- Week 4 Machine Learning Model Development0
- Week 5 Advanced Machine Learning Techniques0
- Week 6 Deep Learning and AI Solutions0
- Week 7 Model Training and Deployment with Azure ML0
- Week 8 MLOps and Machine Learning Operations0
- Week 9 Data Science Security and Governance0
- Week 10 Generative AI and Advanced AI Applications0
- Week 11 Enterprise AI Solution Design0
- Week 12 AI-500 Certification Preparation & Capstone Project0
