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Spatiotemporal variability in California Current Ecosystem properties and carbon export. a Spatial map of mean net primary production (NPP). b Time-series of net primary productivity near the Point Conception upwelling center and in the offshore, oligotrophic region. c Time-series of the multivariate El Niño-Southern Oscillation index and normalized Bakun upwelling index. d–f Carbon export via d sinking particles, e active transport mediated by diel…

Successful gambling involves making the right decisions and best choices that increase your chances of winning. However, making the right gambling decisions is not as straightforward as it sounds because it also involves an element of luck. Additionally, it is easy for gamblers to get emotional and make irrational choices whenever luck is not on their side. Fortunately, you can employ certain strategies to help you make better gambling decisions and analyses. When you talk to experienced gamblers, they will tell you they…

We aggregate data in Power BI all the time. Sometimes we want to query our data model manually or need intermediary tables within our Measures. Let’s look at how we can do this.Photo by Isaac Smith on UnsplashHave you ever asked yourself:What happens behind the scenes of a Power BI Visual?OrHow can I write a query to get the result shown in a Power BI Visual?OK, you can catch the Query with Performance Analyzer and copy the Query in a Text Editor or, even better, in DAX Studio.But do you understand what happens in the…

In this increasingly AI-driven era, creative and media teams will probably need to employ the technology to up their game on analyzing their creative assets and A/B testing — or someone else will simply beat them to the punch. Alison is a startup out of Israel that analyzes creative work, such as typeface characters, colors, sounds, and text. It then gives the creative team a data-driven creative brief prompt that they can use to feed either into a generative AI production platform like Midjourney or (even!) their…

Generative AI can automatically generate code or models used in IT systems. This can help to speed up the development process and reduce the amount of manual labor required. Generative AI can also create new designs or solutions for IT systems that human developers may not have considered. By analyzing large amounts of data and identifying patterns, generative AI can develop novel solutions to complex problems. Generative AI models learn patterns and features in large datasets and then generate new content that matches…

Use prompt engineering to analyze your documents with langchain and openai in a ChatGPT-like way(Original) photo by Laura Rivera on Unsplash.ChatGPT is definitely one of the most popular Large Language Models (LLMs). Since the release of its beta version at the end of 2022, everyone can use the convenient chat function to ask questions or interact with the language model.But what if we would like to ask ChatGPT questions about our own documents or about a podcast we just listened to?The goal of this article is to show you…

Credit: Pixabay/CC0 Public Domain In May 2022, Bongbong Marcos won the presidential election in the Philippines with a commanding 59% of the vote, stunning many political scholars. "How, some asked, could the son of the former autocrat, Ferdinand Marcos, a man who suspended elections, eroded checks and balances, curtailed media…

A quick guide on how to make clean-looking, interactive Python plots to validate your data and modelPhoto by Markus Winkler on UnsplashIntroductionPlots have become the de facto tool to help data scientists and stakeholders understand the process and results of machine learning projects. In this story, we’ll show you how to use the ATOM library to easily make clean-looking, interactive plots, in order to quickly analyze the dataset, inspect the pipeline, assess the model’s performance and interpret the model’s results.…

Top 10 Ways to Analyze the Crypto Market Trends Before Investing in the cryptocurrency The cryptocurrency world is vast and does not revolve solely around Bitcoin and blockchain. According to crypto market capitalization aggregators, there are over 5,000 cryptocurrencies on the market today, with more being launched by the day — making it difficult for investors to decide which to invest in. There are a lot of them out there that aren’t real. Scammers have identified potential opportunities in the crypto space and…

The concept of generative AI describes machine learning algorithms that can create new content from minimal human input. The field has rapidly advanced in the past few years, with projects such as the text authorship tool ChatGPT and realistic image creator DALL-E2 attracting mainstream attention. Generative AI isn't just for content creators, though. It's also poised to transform technical work in the software engineering and DevOps fields. For example, GitHub Copilot, the controversial "AI pair programmer," is already…