Combinatorial optimization problems, such as the traveling salesman problem where we are looking for an optimal path with a discrete number of variables, are pervasive across science and industry. Practical (and yet notoriously challenging) …
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Protein folding simulations can consume huge CPU time on supercomputers. AlphaFold changed that by applying ML techniques to the task. Then the problem became ‘how do I run AlphaFold easily?’. The Healthcare AI/ML team at AWS …
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Somatic variants are genetic alterations which are not inherited but acquired during one’s lifespan, for example those that are present in cancer tumors. In this post, we will demonstrate how to perform somatic variant calling from matched …
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Many organizations today are either amongst a cloud migration projects or have it as a top priority, but as IT professionals know migrating to the cloud is not an easy task. It takes time, a detailed plan, and expert orchestration between …
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Drug discovery is an expensive proposition, with a $2.6 billion cost over 10 years and just a 12% success rate. AI promises to significantly improve the success rate by finding small molecule hits for undruggable targets. On the forefront …
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Over 3200 developers from across the PennyLane community came together to deliver impactful and creative solutions to quantum computing challenges during the virtual QHack event held February 14-25. Participants joined from 105 countries …
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Amazon Braket is AWS’s Quantum Computing service which gives you access to several Quantum Computers using a serverless programming model and … YOU ACTUALLY GET TO USE REAL QUANTUM COMPUTERS without needing a $50M budget and a …
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Organizations are adopting microservices architectures to build resilient and scalable applications using AWS Lambda. These applications are composed of multiple serverless functions that implement the business logic. Each function is …
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