Predicting

Leveraging Business Analytics & Machine Learning (ML) to Predict Employee Performance In today’s continuously changing company environment, precisely anticipating employee performance is critical for optimizing resource use and fostering a highly productive staff. Organizations may reveal vital insights into employee potential by leveraging data analytics and machine learning. Let’s look at the essential components of this comprehensive framework. Understanding the challenge: Predicting staff performance…

Clustering of beta coefficients across pre-stimulus logistic regression analyses of most predictive traits against chills likelihood (a-d). Absorption (MODTAS) and prestimulus arousal seem to differentially drive chills likelihood than extraversion and KAMF, i.e. while all are strong predictors when considering all stimuli together, either absorption/arousal, or extraversion/KAMF dominantly drive chills in specific sets of videos, indicating possible…

Jason Turer has been an Oscars obsessive since he was a teenager. The first Academy Awards he watched was the controversial 1999 ceremony, when Shakespeare in Love took home the best picture gong over Saving Private Ryan; since 2001, he’s attempted to predict Oscar nominees and winners every year. For many Oscars fans, predictions often take the form of, say, an office sweep or game between friends; others might make a list in their notes app and check off correct predictions on the night.But for the past 10 years,…

A groundbreaking study has identified a universal set of microbes responsible for decomposing animal flesh, providing a potential new tool for determining the time of death in forensic investigations. Credit: SciTechDaily.comResearch reveals a consistent microbial network involved in animal decomposition, promising advancements in forensic science and beyond, with implications for accurately estimating time of death and potential applications in agriculture.For the first time, researchers have identified what appears to…

A study by researchers from Mass Eye and Ear and the Broad Institute has revealed that retinal imaging combined with genetic analysis can predict the risk of developing eye and systemic diseases. Credit: SciTechDaily.comMass Eye and Ear physician-researchers show that retinal imaging can help predict a person’s risk of developing ocular, neuropsychiatric, cardiac, metabolic, and pulmonary diseases.The team also identified genetic loci associated with retinal thinning, which could help develop personalized treatment plans…

Getting Started Predicting Time Series Data with Facebook ProphetThis article aims to take away the entry barriers to get started with time series analysis in a hands-on tutorial using ProphetWhen getting started with data science, time series analysis is a common thing people would love to try themselves! The general idea here is to learn from historical patterns over time to predict the future. Typical use cases could be weather predictions or sales forecasting. But what does all this have to do with this wise prophet …

I’ve tested out dozens of weather apps over the years, and there’s one consistent frustration I’ve had with all of them, including Apple’s stock weather app: snow. I live in an area that consistently experiences heavy winter snowfall, and yet most weather apps offer snow prediction primarily in terms of the percentage chance of snow. You can often find more information if you dig more deeply into the app, but not in the iPhone widget or even on the first page of the app. Those of us living with real winters know that’s…

Why Thanos should’ve snapped twiceContinue reading on Towards Data Science » Why Thanos should’ve snapped twiceContinue 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…

Credit: Pixabay/CC0 Public Domain What happened to the scorching El Niño summer we were bracing for? Why has the east coast of Australia been drenched while the north and west gets the heat? For beachgoers, a wrong weather forecast is annoying. For farmers, it can be very expensive. And for northern Queensland residents surprised by flooding after…

AI weather forecasting: As it celebrates 150th year of its establishment, the India Meteorological Department (IMD) has now set its eyes on fine-tuning its weather forecast models using artificial intelligence (AI) and faster supercomputers even though it struggles to predict small-level severe weather events. In an interview with PTI, IMD Director General Mrutyunjay Mohapatra said the weather office was setting up test beds in Odisha and Madhya Pradesh to better understand the physical processes leading to the formation…