AWS Certified Data Analytics Specialty 2021 – Hands-On - Machine Learning 101

The video tutorial introduces AWS machine learning services, highlighting their limitations and the importance of understanding machine learning concepts. It explains machine learning as a system that predicts unknown properties based on known attributes, using examples like house pricing, image classification, and fraud detection. The tutorial delves into supervised learning, describing how models are trained with historical data to predict unknown labels. It also covers model evaluation techniques, such as train and test methods, to measure prediction accuracy.

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