Given how uncertain ML projects are, this is an incremental strategy that you can adopt as your project matures; it includes test examples to provide a clear idea of how these tests look in practice, and a complete project implementation is available on GitHub. By the end of the post, you’ll be able to develop more robust ML pipelines.
In this week's data science web nugget roundup, see articles from around the web on using PyTorch to calculate derivatives, using data science to find the best start words for Wordle, why math poses a problem for data science newbies, using breakpoints for debugging in Python, and software engineering skills that data scientists.
This article was published as a part of the Data Science Blogathon. Introduction Feedforward Neural Networks, also known as Deep feedforward Networks or Multi-layer Perceptrons, are the focus of this article. For example, Convolutional and Recurrent Neural Networks (which are used extensively in computer vision applications) are based on these networks. We’ll do our best to […]
This post is tentative to explain by "human factor" - a typical Python vs. R user, the widespread opinion that Python is better suited than R for developing production-quality code.
A highly popular pseudonymous Cardano ($ADA) whale says that in 2022 he expects the L1 blockchain’s transaction throughput to increase to 500-1000. According to a report published by CoinDesk earlier today, “ADA Whale” (“cardano_whale” on Twitter) told them via a Twitter chat: “Keep eyes on the various scaling initiatives coming to Cardano the next months… […]
In a recent interview (with Crypto Capital Venture Founder Dan Gambardello) Cardano founder Charles Hoskinson talked about his vision for Cardano in 2022. According to a report by The Daily Hodl, here are a few highlights from that interview: “I think everything will get done that I outlined – the sidechains, the pipelining, the import […]
It's hard to have a crystal ball in the world of security, but if one were to make a safe prediction, it's this: Organizations will need to further integrate their cybersecurity and physical security functions throughout 2022 and beyond. So argues former chief psychologist for the US Secret Service, Dr. Marisa Randazzo, who now heads up Ontic's Center of Excellence.
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Web3Games is a blockchain gaming ecosystem that aims to bring decentralization and permissionless capabilities to more players worldwide. Traditional games, without a doubt, have their strengths, especially in the aspect of gameplay, which is why many titles under this category have converted countless gamers into loyalists. But two major problems that remain unsolved in these […]
Madeline Endres, Kevin Boehnke, and West Le Weiner recently co-authored a publication that studies the cannabis usage pattern, perception, and motivation of software programmers in the country. The trio set out to determine whether or not software developers rely on cannabis to get into the right zone to debug or create unique codes. In this survey of programmers' cannabis inclinations, the authors based their findings on 803 developers.
Artificial intelligence (AI) and machine learning (ML) technologies have a huge potential to change the way we look at our current health care practices. AI/ML enable new insights derived from the huge amount of data that is collected every day in the health care sector. This blog provides an overview of the FDA action plan […]