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Crypto price predictions with TensorFlow | Deephaven

Crypto price predictions with TensorFlow | Deephaven

The biggest players in the crypto space all use AI to predict prices and manage investments. So should you. Doing so isn't as difficult as you might think.With the right AI, crypto portfolio management becomes easier and safer.This is the second of a six-part blog series on real-time crypto price predictions with AI. In this blog, I'll build a model that can predict crypto prices with TensorFlow. Keep up with the blog series:Acquire up-to-date crypto data with Apache AirflowImplement real-time AI with TensorFlowImplement real-time AI with Nvidia RAPIDSTest the models on simulated real-time dataImplement the models on real-time crypto data…
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The BigInteger and BigDecimal Classes

The BigInteger and BigDecimal Classes

The BigInteger and BigDecimal classes can be used to represent integers or decimal numbers of any size and precision. If you need to compute with very large integers or high-precision floating-point values, you can use the BigInteger and BigDecimal classes in the java.math package. Both are immutable. The largest integer of the long type is Long.MAX_VALUE (i.e., 9223372036854775807). An instance of BigInteger can represent an integer of any size. You can use new BigInteger(String) and new BigDecimal(String) to create an instance of BigInteger and BigDecimal, use the add, subtract, multiply, divide, and remainder methods to perform arithmetic operations, and use…
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Solving the mystery of how an ancient bird went extinct

Solving the mystery of how an ancient bird went extinct

AI provides a new tool for studying extinct species from 50,000 years agoResearchers Beatrice Demarchi from the University of Turin, Josefin Stiller from the University of Copenhagen, and Matthew Collins from the University of Cambridge and University of Copenhagen share their AlphaFold story.Could burn marks on ancient eggshells explain the disappearance of the giant flightless bird Genyornis newtoni? This ostrich-sized “thunderbird”, dubbed “the demon-duck of doom” for its huge head, disappeared from Australia’s fossil record about 50,000 years ago. The discovery of burned eggshells led scientists, including a team of scientists led by Gifford Miller at the University of Colorado…
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Panasonic has revealed the followup to the popular Lumix GH6 vlogging camera

Panasonic has revealed the followup to the popular Lumix GH6 vlogging camera

Panasonic just announced the followup to its popular Lumix GH6 vlogging camera, the GH7. This Micro Four Thirds mirrorless camera comes just two years after the release of the GH6, which is pretty quick in the videography world. The GH5 was released five full years before the GH6.The 25.2-megapixel BSI CMOS sensor is likely the same as the one on the photo-centric Lumix LG9 II announced earlier this year. It also offers improved autofocus performance, which has been a much-requested feature, thanks to phase detection auto-focus (PDAF). There’s also a newly added real-time auto-focus recognition algorithm for use on airplanes…
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Nvidia RAPIDS for crypto price prediction | Deephaven

Nvidia RAPIDS for crypto price prediction | Deephaven

The biggest players in the crypto space all use AI to predict prices and manage investments. You can take advantage of this strategy as well, and it's surprisingly easy.The GPU is a great and simple way to accelerate your machine learning workflows.This is the third of a six-part blog series on real-time crypto price predictions with AI. In this blog, I'll build a linear regression model using Nvidia RAPIDS to predict crypto prices. The model is basic, but is built with the best tool for leveraging CUDA-enabled GPUs. Keep up with the series:Acquire up-to-date crypto data with Apache AirflowImplement real-time…
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[WIP] Test UI?

[WIP] Test UI?

There are different solutions on test UI Jest unit testing Jest Snapshots Integration testing Image comparison testing Accessibility reports Manual testing When to us what? In my experience a big project will end up using all of them. Let start with the first Jest unit testing Unit testing is a type of software testing that focuses on individual units or components of a software system. Nice... but let also mention that: we want to test behavior and not implementation The goal is I can change 100% the implementation and the test will still pass How? the style is called "Black…
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Supporting the next generation of AI leaders

Supporting the next generation of AI leaders

We’re partnering with six education charities and social enterprises in the United Kingdom (UK) to co-create a bespoke education programme to help tackle the gaps in STEM education and boost existing programmes through funding, volunteering, and the development of new AI resources.Access to STEM education remains a challenge for many young people in the UK, especially those from underrepresented backgrounds. Research shows that 38% of schools do not offer GCSE computer science at all, and many schools, mostly situated in disadvantaged areas, do not enrol students in triple science subjects (physics, biology, and chemistry) - limiting opportunities to study science…
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YouTube is putting new age restrictions on gun videos

YouTube is putting new age restrictions on gun videos

YouTube quietly snuck in a policy change that will age-restrict some gun-related videos and bar others altogether. Content featuring homemade and automatic firearms will be banned for viewers under 18, while tutorials for removing safety devices will be prohibited regardless of age. The new policy will take effect on June 18.“Starting June 18, 2024, certain content showing how to remove safety devices will be prohibited,” a disclaimer on YouTube’s firearms policy page now reads. “Content showing the use of homemade firearms, automatic firearms, and certain firearm accessories will be age restricted.”In a statement to Engadget, YouTube spokesperson Javier Hernandez wrote,…
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Testing machine learning models on simulated real-time data feeds | Deephaven

Testing machine learning models on simulated real-time data feeds | Deephaven

To maintain a competitive edge in the crypto space, you should be using AI to predict prices and manage investments. Doing so isn't as difficult as you might think.Testing your models on real-time data doesn't have to be difficult - simulate a real-time feed in just a few lines of code.This is the fourth of a six-part blog series on real-time crypto price predictions with AI. In this blog, I'll test the AI models I created in the previous two installments on a simulated real-time feed. Keep up with the rest of the blog series:Acquire up-to-date crypto data with Apache…
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Computex 2024 Day Two: Lars Reger Talks Edge AI – EE Times

Computex 2024 Day Two: Lars Reger Talks Edge AI – EE Times

//php echo do_shortcode('[responsivevoice_button voice="US English Male" buttontext="Listen to Post"]') ?> In my roundups over the last two days at Computex 2024, I received feedback that there was too much of a focus on large AI, and not enough on the small AI that many more people are likely to be working on. So, we have an interview with NXP Semiconductors executive VP and CTO Lars Reger, recorded just before he delivered his keynote speech on the second day of Computex. In this interview, he talks about edge AI, the role of Taiwan and startups. You can watch the video interview…
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