Tag Archives: programming

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This blog post is adapted from a lightning talk I gave at the Boston Golang meetup in December of 2015. For a while, it seemed like everyone was crazy for microservices. You couldn’t open up your favorite news aggregator of choice without some company you had never heard of touting how the move t

Source: Microservices – Please, don’t

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While deep learning has achieved remarkable success in supervised and reinforcement learning problems, such as image classification, speech recognition, and game playing, these models are, to a large degree, specialized for the single task they are trained for. This course will cover the setting where there are multiple tasks to be solved, and study how the structure arising from multiple tasks can be leveraged to learn more efficiently or effectively. This includes:goal-conditioned reinforcement learning techniques that leverage the structure of the provided goal space to learn many tasks significantly fastermeta-learning methods that aim to learn efficient learning algorithms that can learn new tasks quicklycurriculum and lifelong learning, where the problem requires learning a sequence of tasks, leveraging their shared structure to enable knowledge transferThis is a graduate-level course. By the end of the course, students will be able to understand and implement the state-of-the-art multi-task learning and meta-learning algorithms and be ready to conduct research on these topics.

Source: CS 330 Deep Multi-Task and Meta Learning

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This year PHP turned 25 and, as with all things, the hope is that with age comeswisdom and maturity. Often derided as a great way to write bad (andinsecure) code, PHP is hard to ignore completely when it is used in nearlyeight out of tenwebsites. With PHP 7.4.5 released inApril, it’s worthwhile to take a look at modern PHP, how it has evolved to address the criticisms of thepast, and what lies ahead in its future.

Source: PHP showing its maturity in release 7.4 [LWN.net]