forecast Archives - Tech Laugh

Jua

The Jua Model is an AI-powered weather model that revolutionizes weather forecasting on a global scale. Unlike traditional models, Jua utilizes deep neural network learning and millions of data sources to provide high-accuracy and high-precision forecasts. With a spatial resolution of 1 km2, Jua offers extreme accuracy for up to 48 hours into the future, surpassing leading numerical models.

It predicts weather changes on a 5-minute temporal resolution, 12 times more frequently than other models. Jua is 100% AI-powered and does not rely on post-processed modeling, making it a more reliable tool. It caters to various industries and researchers can collaborate with Jua.ai to explore its capabilities.

With unparalleled accuracy and precision, Jua Model sets a new standard in weather forecasting.

NimbusWx

NimbusWx is an AI-powered weather app available on the App Store for iPhone, iPad, and iPod touch devices. It provides users with easy access to weather information, including real-time updates and current conditions.

The app’s description on the store includes customer reviews, ratings, and screenshots to assist users in making informed decisions about downloading it. While there is limited information available about its features and functionality, NimbusWx appears to offer a convenient way for users to stay updated on the weather while on the go.

NimbusWx

Demand Forecast

The Demand Forecast App with Artificial Intelligence is a web application aimed at micro and small companies to help them accurately forecast the demand for their products or services. This innovative tool utilizes powerful classical and machine learning algorithms to analyze historical sales data, considering its variability and seasonality, to predict future demand with great precision.

The app offers an intuitive and easy-to-use interface, allowing users to load their data sets in Excel and obtain the best forecast using estimated models such as ets, arima, prophet, random forest, and svm. The intelligent algorithm automatically selects the most suitable model for each product.

Once the models are trained, the app provides clear visualizations and interactive graphs displaying the predicted demand over time. These predictions enable companies to make informed decisions about production, inventory, and supply chain, optimizing efficiency and reducing operating costs.

The Demand Forecast App is ideal for companies undergoing digital transformation and wanting to optimize resources. It is designed to reliably forecast demand and maximize business performance in an increasingly competitive marketplace.

Key characteristics of the app include historical data viewing in tables and graphs, demand forecasts for a maximum 12-month horizon, detection and imputation of outliers and lost data, an intelligent model competition algorithm supporting up to 5 model families, selection of the best forecast model, prediction system KPIs (MASE and MAPE), support for up to 100 products or SKUs, permanent updates, and free email support.

Atmo AI

Atmo AI is an AI-enabled hardware-software system that utilizes Deep Learning and Numerical Weather Prediction techniques to revolutionize weather forecasting. Its solutions are affordable and accessible, aiming to provide accurate and early weather prediction to governments, businesses, and communities worldwide.

Atmo offers high-accuracy time horizons for up to 14 days, with a spatial resolution of up to 1 km² and the ability to process up to 500 km² per minute. By combining NWP and DNNs, Atmo’s hybridization enhances its forecast horizon, spatial, and temporal resolution. Remarkably, it operates reliably in extreme temperatures ranging from -30C to 45C, without the need for a datacenter or even a roof.

With its advanced capabilities, Atmo predicts weather sooner and better, providing citizens with clear and accessible data to take proactive measures. Its solutions play a crucial role in supporting national security and public safety by enabling governments to prepare for disasters based on early and accurate weather forecasting.

Moreover, Atmo proves invaluable to military organizations by anticipating extreme weather conditions and mitigating weather-related risks. By leveraging Atmo’s tailored and cost-effective solution, nations worldwide can obtain accessible and clear weather information, benefiting businesses, citizens, and organizations alike.

Backed by a team of experts in AI, meteorology, and government, Atmo is dedicated to empowering leaders to protect and enrich their citizens with superior weather prediction.

Rainbow

Rainbow.ai is a hyperlocal weather app focused on providing users with accurate and reliable weather forecasts. Using AI technology, the app delivers precise rain forecasts and future radar information. It aims to help users plan their day by giving them the necessary weather insights to avoid getting caught in unexpected rain showers.

The app’s main feature is its super accuracy in rain forecasting, allowing users to rely on the information provided. It also notifies users about weather changes specific to their precise location, ensuring they stay informed and prepared. Rainbow.ai’s mission is to prioritize user safety and keep them dry by delivering timely and precise weather information.

The app is available for download on both the Apple App Store and Google Play Store. It emphasizes the importance of staying ahead of weather conditions and encourages users to download the app using a QR code. Rainbow.ai is developed by Weather Forecast Technologies Ltd and is described as a product of the Rainbow.ai team. It has a presence on social media platforms like Facebook, Instagram, and Twitter. The app’s website includes links to its terms of service and privacy policy for users to review.

Overall, Rainbow.ai is a reliable and user-friendly hyperlocal weather app that utilizes AI technology to provide accurate rain forecasts and keep users informed about weather changes in their specific location.

Safewaters

SafeWatersAI is an AI application that utilizes deep learning algorithms and artificial intelligence to forecast and predict the risk of shark attacks in specific conditions and at given times. This innovative tool empowers swimmers, surfers, and beach-goers to assess their risk and make informed decisions about their safety. With the app available for both Android and IOS, users can conveniently access risk assessments on the go.

In addition to providing valuable risk assessments, SafeWatersAI is committed to supporting ocean cleanup and conservation efforts. The company plans to donate 5% of all profits towards these important initiatives. Furthermore, SafeWatersAI aims to contribute to the scientific community by publishing research efforts and findings made by both external organizations and their own team.

To further expand the reach and impact of their technology, SafeWatersAI will develop and offer an API that allows access to their data. This will enable other IOS/Android applications or websites to implement the risk assessment capabilities provided by SafeWatersAI.

While currently running a Kickstarter campaign, SafeWatersAI is set to launch the app in the summer. In a world where concerns about shark attacks are increasing, SafeWatersAI offers users the opportunity to make informed decisions about their safety while also supporting vital ocean conservation efforts.

Nextatlas Generate

Nextatlas Generate is an innovative AI tool that revolutionizes trend forecasting by utilizing advanced natural language processing and machine learning algorithms. By analyzing vast amounts of data from social media platforms, it accurately predicts future consumer trends across various industries and markets. This cutting-edge service significantly reduces the time and resources required for trend reporting.

Generate harnesses the natural language generation capabilities of GPT-4 to produce high-quality, human-like content tailored to specific industries and topics. It generates blog articles, social media posts, and trend reports, enabling businesses to stay ahead of the competition. Additionally, Generate offers a Casefinder feature, an AI-driven matchmaker for business cases, and visualization tools for effective data interpretation.

As the first of its kind in the world, Nextatlas Generate focuses solely on identifying forecasted trends and consumer behaviors. It caters to businesses seeking to predict emerging trends and gain actionable insights. The service provides two subscription plans: Personal, designed for freelancers and small teams, and Enterprise, tailored for larger businesses with multiple users and increased query allowances.

Generate draws data from over 300k cross-industry innovators, continuously crawling major social media platforms. This ensures that the generative reports are firmly grounded in collective intelligence and reality, offering valuable insights for companies’ strategy and foresight. The tool is currently available in multiple languages, including English, Chinese, Spanish, Italian, French, and Russian. It covers a wide range of industries, such as advertising and branding, agriculture, art and design, automotive and transport, fashion and accessories, financial, food and beverage, government and public sector, health, home and interiors, media and entertainment, nonprofit and social cause, packaging and graphics, pets, retail, sports and leisure, technology, and travel.

Functime

Functime is an automated machine learning (AutoML) tool designed for modern-day business forecasting at scale. It allows users to forecast, backtest, and score 100,000 time series in under 10 seconds, which is 100x faster compared to other tools such as Amazon Forecast and u8darts. Functime is built from the ground up for speed and uses 20x less memory usage.

Functime seamlessly integrates holiday, weather, economic, and other external data to support exogenous features and causal analysis, which can be added from API integrations or user-provided datasets. The tool offers out-of-the-box utilities for adding exogenous features and interpreting every forecast using feature importance plots, Shapley values, and sensitivity analysis.

Functime also features GPT-4-enabled trend-seasonality analysis, which provides a fully customizable and fine-tuned GPT-4 model to describe and justify every prediction. Visualizations made with the ECharts and Plotly libraries can be shared instantly with other data scientists and business stakeholders or directly embedded into products.

The tool provides blazing-fast hyperparameter tuning and supports embarrassingly-parallel and robust probabilistic forecasts using quantile regression and state-of-the-art conformal prediction techniques. Additionally, Functime offers zero-inflated and censored forecast options for datasets with messy or numerous zeros.

Overall, Functime is a powerful and easy-to-use API for AI/ML forecasting that enables users to run and scale time-series machine learning models in the cloud with ease.

Earth.atmo

Atmo Global Forecast is an AI-powered tool that generates daily weather forecast reports based on its AI model. The tool is accessed through a web application that requires JavaScript to run.

The generated forecast is provided for a range of days and includes temperature, rainfall, and wind predictions. The reports are generated using data-driven models that use machine learning algorithms to analyze weather patterns and predict future weather conditions.

Atmo Global Forecast offers a reliable and accurate weather forecasting service that can be used by various industries, including agriculture, transportation, and outdoor event planning. The generated weather forecast reports can help these industries make informed decisions based on upcoming weather conditions, such as deciding to harvest crops or canceling outdoor events.

The Atmo Global Forecast tool is user-friendly and is accessible through a simple and intuitive web interface. It is developed by Atmo, a company that specializes in developing AI-driven weather forecasting solutions. The map used in the tool is provided by Mapbox and includes information from OpenStreetMap.

The user can also provide feedback on the tool to help improve its accuracy and functionality. Overall, Atmo Global Forecast is a reliable and convenient AI-powered tool that can help various industries make informed decisions based on accurate weather predictions.

forecast

Jua

NimbusWx

NimbusWx

Demand Forecast

Atmo AI

Rainbow

Safewaters

Nextatlas Generate

Functime

Earth.atmo

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