Machine Learning and Artificial Intelligence Tools

Machine learning is a part of Artificial Intelligence (AI) that allows systems to learn and improve from experience without being directly programmed to do so. ML systems analyze and interpret patterns in data, enabling applications to make predictions, automate decision-making, and enhance user experiences. On AWS, ML becomes accessible to developers and data scientists through a comprehensive suite of services and tools. AWS provides robust infrastructure, managed services, and scalable solutions that simplify the process of building, training, and deploying ML models, allowing organizations to harness the power of their data for actionable insights and advanced analytics. From Amazon SageMaker for end-to-end ML workflows to specialized AI services, such as Amazon Rekognition and Amazon Comprehend, AWS offers a diverse set of tools to accelerate and optimize ML initiatives.

We will start this section by looking at Amazon Sagemaker...