Tag: Machine learning
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Announcing TensorFlow Quantum: An open source library for quantum machine learning
Posted on March 10, 2020, Level beginner Resource Length medium
Machine learning (ML), while it doesn't exactly simulate systems in nature, has the ability to learn a model of a system and predict the system's behavior. Over the past few years, classical ML models have shown promise in tackling challenging scientific issues, leading to advancements in image processing for cancer detection, forecasting earthquake aftershocks, predicting extreme weather patterns, and detecting new exoplanets. Posted by Alan Ho, Product Lead and Masoud Mohseni, Technical Lead, Google Research.
Tags big-data machine-learning software-architecture google
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How to teach Artificial Intelligence
Posted on February 22, 2020, Level intermediate Resource Length short
Tom Vander Ark writes about the future of learning, work and human development. Here we have his thoughts on how to teach Artificial intelligence (AI).
Tags machine-learning big-data data-science
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The magic of generating an Xcode project
Posted on February 21, 2020, Level intermediate Resource Length short
Planet Earth vs. Jupiter. There is the same order of magnitude between the ratio of these two planets and the amount of code that defined the SoundCloud iOS project before -- Jupiter -- and after -- Earth -- generating it using Tuist. By Andrea Cipriani.
Tags ios machine-learning app-development programming
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Mathematicians are studying planet-sized Quantum Computers with God-like powers
Posted on February 13, 2020, Level intermediate Resource Length medium
New research has exploded the space of problems that quantum computers can efficiently verify, simultaneously knocking down milestone problems in quantum physics and math. By Mordechai Rorvig.
Tags programming software-architecture machine-learning cloud
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Behavior-Based attribution using Google BigQuery ML
Posted on February 12, 2020, Level intermediate Resource Length medium
Constantine Yurevich is author of this article in which he argues why you should create a custom attribution tool. With out-of-the-box tools, you're limited by their functionality, data transformations, models, and heuristics.
Tags big-data machine-learning cloud
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Quantum computing for the very curious
Posted on February 2, 2020, Level intermediate Resource Length long
If aliens have computers, it's because computers are the answer to a question that naturally occurs to both human and alien civilizations. By Andy Matuschak and Michael Nielsen.
Tags how-to cloud data-science machine-learning big-data software
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Exploring an Apache Kafka to Pub/Sub migration: Major considerations
Posted on January 28, 2020, Level intermediate Resource Length medium
In many cases, Google's Pub/Sub messaging and event distribution service can successfully replace Apache Kafka, with lower maintenance and operational costs, and better integration with other Google Cloud services. By Leonid Yankulin.
Tags software-architecture apache streaming big-data machine-learning google
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Computer vision applications: The power and limits of deep learning
Posted on January 12, 2020, Level beginner Resource Length medium
This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. By Ben Dickson.
Tags big-data machine-learning miscellaneous
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Kubernetes with OpenShift 101: Exercises to enhance your apps with machine learning
Posted on December 6, 2019, Level intermediate Resource Length medium
With containers, you can create a clean, virtual environment to set up and train your neural networks in. Then, you can deploy the neural networks at scale with the exact same same environment. Article by Mo Haghighi.
Tags machine-learning data-science big-data
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Create a voice-controlled device with Alexa and Arduino IoT Cloud in 7 minutes
Posted on November 27, 2019, Level intermediate Resource Length medium
Umbobaldi wrote this piece about official announcement of the official Arduino Amazon Alexa skill launch.
Tags data-science big-data machine-learning robotics
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How to become a data scientist
Posted on November 26, 2019, Level beginner Resource Length medium
Author heard a question how one can become a data scientist by many people in recent months. So he decided to spend a great deal of time making this guide so that most people have access to it. By Marcos Silva.
Tags data-science big-data machine-learning learning
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Natural language processing for Node.js
Posted on November 21, 2019, Level intermediate Resource Length long
An article by Jordan Irabor about processing unstructured textual data using Natural language processing for Node.js.
Tags big-data data-science machine-learning robotics