Introduction to Azure Machine Learning
Get your first machine learning model running on Azure. Learn the core concepts and tools.
Build a Classification Model
Explore how to train, evaluate, and deploy a classification model for predicting categorical outcomes.
Mastering Regression Tasks
Understand regression algorithms and how to use Azure ML to predict continuous values effectively.
Deploying Models with MLOps
Learn best practices for deploying, monitoring, and managing your machine learning models in production.
Natural Language Processing with Deep Learning
Dive into advanced NLP techniques using deep learning frameworks on Azure Machine Learning.
Ensuring Fairness in AI
Understand and implement techniques for building fair and ethical machine learning systems.
Data Preparation Best Practices
Learn essential steps for cleaning, transforming, and preparing your data for machine learning models.
Monitoring Deployed Models
Discover how to track model performance, detect drift, and maintain operational efficiency.