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AWS News Blog Amazon SageMaker – Accelerating Machine Learning Machine Learning is a pivotal technology for many startups and enterprises. Despite decades of investment and improvements, the process of developing, training, and maintaining machine learning models has still been cumbersome and ad-hoc. The process of incorporating machine learning into an application often involves a team of experts
AWS News Blog Machine Learning, Recommendation Systems, and Data Analysis at Cloud Academy In today’s guest post, Alex Casalboni and Giacomo Marinangeli of Cloud Academy discuss the design and development of their new Inspire system. — Jeff; Our Challenge Mixing technology and content has been our mission at Cloud Academy since the very early days. We are builders and we love technology, but we al
AWS Big Data Blog Building a Numeric Regression Model with Amazon Machine Learning Guy Ernest is a Solutions Architect with AWS We need to predict future values in our businesses. These predictions are important for better planning of resource allocation and making other business decisions. Often, we settle for a simplified heuristic of average values from the past and some change assumption becau
by Xavier Amatriain and Justin Basilico In our previous posts about Netflix personalization, we highlighted the importance of using both data and algorithms to create the best possible experience for Netflix members. We also talked about the importance of enriching the interaction and engaging the user with the recommendation system. Today we’re exploring another important piece of the puzzle: how
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