Foundations of AI in Microsoft Azure - Episode3: Fundamentals of machine learning

Discover the fundamentals of machine learning in this beginner-friendly episode designed to demystify one of today’s most powerful technologies. Learn what machine learning is, how it evolved from statistics and data modeling, and how it works through its two key phases: training and inferencing. We’ll explore the main types of machine learning—including regression, binary and multiclass classification, and clustering—with real-world examples and an introduction to model evaluation metrics. Plus, get an overview of deep learning and how Azure Machine Learning, Microsoft’s cloud-based ML platform, helps streamline machine learning workflows. Whether you're new to AI or looking to enhance your understanding, this episode is your gateway into the world of artificial intelligence, data science, and cloud-based machine learning.

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