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AI could help predict floods where traditional methods struggle

Credit: Unsplash/CC0 Public Domain An artificial intelligence (AI) model could improve the accuracy of flood forecasting, according to a new study published in Nature. The system is shown to be as accurate as, or an improvement on, current leading methods and could provide earlier warnings of large flooding events. Human-caused climate change has increased the frequency of flooding in some…

Comparison of Methods to Inform K-Means Clustering

A Brief TutorialPhoto by Nabeel Hussain on UnsplashK-Means is a popular unsupervised algorithm for clustering tasks. Despite its popularity, it can be difficult to use in some contexts due to the requirement that the number of clusters (or k) be chosen before the algorithm has been implemented.Two quantitative methods to address this issue are the elbow plot and the silhouette score. Some authors regard the elbow plot as “coarse” and recommend data scientists use the silhouette score . Although general advice is useful in…

Easy Methods for Causal Inference

Use your favorite models in combination with meta-learners to make valid causal statementsContinue reading on Towards Data Science » Use your favorite models in combination with meta-learners to make valid causal statementsContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their…

Princeton Study Uncovers Unseen Pitfalls of Popular Clean Energy Procurement Methods

Companies striving for net-neutral climate impact find common clean energy procurement strategies largely ineffective in the U.S., according to a Princeton-led study. However, an hourly matching approach—procuring clean energy in real-time to match consumption—significantly reduces emissions, unlike the common annual matching strategy which fails to impact long-term emissions.In the pursuit of attaining a climate-neutral impact, numerous businesses are opting to purchase extra electricity from renewable energy sources.…

How to play Fortnite on a Mac: all methods, explained

It’s no secret that Apple and Epic Games don’t exactly see eye to eye, with the two companies frequently at loggerheads over Apple’s App Store practices and commissions. The fallout from that dispute has made it much more difficult to play Fortnite on a Mac than it used to be, as Epic has placed numerous restrictions on gamers running Apple’s hardware. The good news is that it is still possible to play Fortnite on a Mac -- it's just not as straightforward as it was in the past. Alex Blake /…

Monte Carlo Methods Decoded

Solving complex problems with simulationsContinue reading on Towards Data Science » Solving complex problems with simulationsContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of the content and do not want…

Scientists Unveil the Physics Behind 300-Year-Old Firefighting Methods

The 1725 Newsham fire engine inspired the authors to examine the Windkessel effect and capture the physics behind the enduring technology of a steady stream of water under pressure. Credit: Photo used courtesy of The Colonial Williamsburg Foundation. Museum PurchaseStabilizing the flow of water in pumping systems marked a significant breakthrough in the 18th century.Today, the technology behind water pressure is widespread, benefiting anyone who takes a shower, irrigates a garden, or combats fires. However, in the 17th…

Google Ads investigating payment methods and credit card bugs

Google Ads is currently investigating issues related to payments and credit cards. Users experiencing these problems are unable to update their payment methods or credit card details at this time.Why we care. If your campaign is impacted by these issues, rest assured that the problem lies with Google Ads, and they are actively working to resolve it. First spotted. The bug was first flagged by marketing consultant Lior Krolewicz, who uploaded a preview clip onto his X account: Krolewicz discovered a “Fix

BigQuery Methods For Re-Creating Pandas’ Top EDA Functions

In this guide, we’ll explore how to re-create key Pandas functions used for EDA such as describe and corr in BigQueryContinue reading on Towards Data Science » In this guide, we’ll explore how to re-create key Pandas functions used for EDA such as describe and corr in BigQueryContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to…