Towards AI

APRIL 10, 2024

Beyond Words: LLMs Enhance Data Analysis from Genomics to StrategySource: Image by Nicole Herero on Unsplash Over the past two years, Large Language Models (LLMs) including ChatGPT, Antropic, and Mistral have transformed our engagement with technology. It does this by converting time… Read the full blog for free on Medium.

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ODSC - Open Data Science

MAY 12, 2023

Weather forecasting is very reliant on computer technology to perform accurately. There are two types of weather predictions — short-range and long-range forecasts. Short-range forecasts range from one to 14 days, whereas long-range forecasts are predictions over 14 days. What Does it Take to Predict the Weather?

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Google Research AI blog

APRIL 20, 2023

Posted by Rajat Sen and Abhimanyu Das, Research Scientists, Google Research Time-series forecasting is an important research area that is critical to several scientific and industrial applications, like retail supply chain optimization, energy and traffic prediction, and weather forecasting.

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AWS Machine Learning Blog

JANUARY 30, 2023

Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts, without requiring any prior ML experience. You can use Forecast to seamlessly conduct what-if analyses up to 80% faster to analyze and quantify the potential impact of business levers on your demand forecasts.

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Data Science Dojo

SEPTEMBER 17, 2023

The winds of change are sweeping through the accounting profession, driven by the rapid integration of Artificial Intelligence into our daily business operations. As we embrace the undeniable benefits that AI brings to the table, we must also acknowledge the potential challenges it poses to our traditional roles.

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Dataconomy

JANUARY 2, 2024

It has become pretty popular lately due to negative changes in nature, but what is climate tech, and what it means for the future of humanity? Imagine it as a superhero, not with capes and masks, but with innovations and solutions to combat our planet’s greatest adversary: climate change. So, what is climate tech?

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Towards AI

FEBRUARY 21, 2024

Time series are often used to forecast future behavior to support decision-making. However, forecasting time series is usually more difficult compared to other ML tasks. If we do not address these characteristics our forecast model might fail to produce good forecasts.

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Data Science Dojo

FEBRUARY 7, 2023

Get ahead in data analysis with our summary of the top 7 must-know statistical techniques. Similarly, when it comes to making predictions about the future, it is important to factor in not just the accuracy of the forecast but also whether it is credible. Master these tools for better insights and results.

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AWS Machine Learning Blog

FEBRUARY 27, 2024

Our challenge To stay competitive in terms of cloud services and AI/ML, Axfood chose to partner with AWS and has been collaborating with them for many years. We decided to build a prototype from one of the currently most developed ML models within Axfood: forecasting sales in stores.

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Google Research AI blog

APRIL 7, 2023

As part of Google's Crisis Response and our efforts to address the climate crisis , we are using machine learning (ML) models for Flood Forecasting to alert people in areas that are impacted before disaster strikes.

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Towards AI

FEBRUARY 29, 2024

In this week’s Learn AI Together newsletter edition, I’m excited to introduce a new video series that will dive into AI’s impact on our society. Our must-read articles 1. Can Machine Learning Outperform Statistical Models for Time Series Forecasting? If you want to publish with Towards AI, check our guidelines and sign up.

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Dataconomy

AUGUST 3, 2023

Can the consumer rely on AI to provide the best ideas and prices, or should we stick with our trusty VPN Chrome extension to stay secure and find the best travel deals online? Now, AI enables them to integrate any number of other factors that might play a role in forecasts. Featured image credit: Greg Rosenke/Unsplash

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ODSC - Open Data Science

FEBRUARY 29, 2024

In an unprecedented surge, Nvidia’s market capitalization galloped past the $2 trillion mark post-Thursday’s trading session, according to Reuters , setting a new pace in the tech industry and surpassing Wall Street’s already optimistic forecasts. Subscribe to our weekly newsletter here and receive the latest news every Thursday.

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Dataconomy

DECEMBER 20, 2023

Make sure the HR department anticipates future skill requirements based on business projections, technological advancements, and industry trends. Skill development and training : Recruiters should identify current and future skill requirements. Develop scenarios and contingency plans to address various potential future situations.

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AWS Machine Learning Blog

APRIL 6, 2023

For this engagement, they sought to generate monthly sales forecasts for new and existing products across different material groups and business lines. In this post, we demonstrate how the MLSL and NXP employed Amazon Forecast and other custom models for long-term sales predictions for various NXP products. “We

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Dataconomy

DECEMBER 11, 2023

Supply chain optimization Artificial intelligence in the construction industry can forecast demand for materials, automate ordering processes, and optimize logistics, ensuring that materials arrive on time and are allocated efficiently. The future is bright The potential for AI in construction is vast.

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Ocean Protocol

FEBRUARY 1, 2024

Aviation Weather Forecasting Using METAR Data’ is the second data challenge in 2024, and the second opportunity to score points in the Championship Leaderboard for this season. The dataset used for the ‘Aviation Weather Forecasting Using METAR Data’ challenge holds METAR scores that update every hour of every day.

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Dataconomy

AUGUST 7, 2023

Exploring the mysteries of astrology may provide fascinating information about our personalities, relationships, and the future. Thanks to recent technologic innovations, you can now rely on AI tools to learn more about your future, etc. Our goal is to make self-improvement and well-being more accessible to everyone.

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Women in Big Data

APRIL 17, 2024

A special shoutout to our esteemed workshop leader, Professor Naveen Gudigantala. We would also like to express our sincere gratitude to the University of Portland , particularly the Pamplin School of Business , for their collaboration in hosting the workshop. It learns from historical data to make predictions about future events.

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Ocean Protocol

FEBRUARY 2, 2023

Our ongoing Predict ETH Challenge → [link] “How do I predict future asset prices?” Moving on to the fun stuff… Setting up our environment First, we’ll set up our environment with a Prophet machine learning model to forecast prices. Chat with the Ocean Protocol core team on our Discord with any questions!

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Heartbeat

OCTOBER 13, 2023

Understanding time series data is crucial because it provides insights into evolving trends, patterns, and dependencies, enabling informed decision-making, forecasting, and anomaly detection. This concept is fundamental for modeling and predicting future data points. The model is used to understand past or predict future data.

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DrivenData Labs

MARCH 30, 2023

These technologies could advance innovation and collaboration in new fields and help harness the power of data to tackle some of our most pressing societal challenges. You can read about the results of Phase 1 in our previous "Meet the Winners" post. That’s why the U.S. This post introduces the U.S.

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Ocean Protocol

JUNE 13, 2023

This data competition challenged data scientists, analysts and data engineers around the world to develop data analytics reports and machine learning models to assist in forecasting or evaluating the rental/selling price of real estate properties. Stay tuned for our next exciting data challenge!

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Smart Data Collective

APRIL 20, 2020

Using Data to Understand the Future. Corporations need data to forecast the market’s future and the recent drop in the price of fossil fuels have invigorated alternative energy projects globally. Data can be used to change our world as well as the way we live and work. Analytics will become integral to our lives.

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Towards AI

SEPTEMBER 28, 2023

Graph Neural Networks and Transformers for Time Series Forecasting on Heterogeneous Graphs to Predict Butte Trade Volumes. What happens then when we have time series data stored within graphs for which we want to predict future values? Our goal is then to forecast worldwide butter trade volumes for the next three months.

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DataRobot

OCTOBER 19, 2021

State governments must enhance their crisis response for the future immediately—and AI can help. Many available forecasts provide less than four weeks notice at the state and county level. Many available forecasts provide less than four weeks notice at the state and county level. reporting backlogs).

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Becoming Human

MAY 19, 2023

The use of top AI use cases in the logistics industry will help provide accurate forecasts on the movement of raw materials, predictive analysis for the movement of vehicles, and pre-information about the routes, weather, and forecast data. Our logistics solutions help businesses ensure real-time tracking of inventory and shipments.

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Heartbeat

JANUARY 3, 2024

Photo by Guy Bowden on Unsplash Weather forecasting is our trusty crystal ball, keeping us safe from storms, floods, and heat waves. Our planet sends distress signals through extreme weather events, melting ice caps, and vanishing species. But can ML also be the game-changer in our fight against climate change?

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DataRobot

JULY 22, 2021

Using machine learning in conjunction with existing business intelligence solutions can give retailers and manufacturers a much more accurate and realistic insight into future demand, even in uncertain times. percent improvement in forecasting accuracy. Updated forecasts. Connect forecasts to planning.

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ODSC - Open Data Science

JULY 10, 2023

SaaS and other technology companies rely not only on analyzing the available data but also on predictive analytics to accurately forecast the future. Near-accurate demand forecasting to choose the best option Predictive analytics can also lead to demand forecasting, an asset for business planning and strategy.

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Heartbeat

MARCH 21, 2023

In this tutorial, we will go through steps on how to use Comet to monitor our time-series forecasting model. We will carry out some EDA on our dataset, and then we will log the visualizations onto the Comet experimentation website or platform. This can be useful for utility companies looking to plan for future energy needs.

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Ocean Protocol

JANUARY 10, 2024

Understanding trends of the past and simulating future outcomes through available data seeks to lead to better awareness, business intelligence, and policy shaping in years to come. This model, based on Long Short-Term Memory (LSTM) neural network architecture, is designed to forecast CO2 and GHG emissions by continent.

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Precisely

MAY 25, 2023

As part of that journey here are 10 Tips for Successful Retail Site Selection from our experts in demography, location intelligence, and data science. At Precisely we recommend running all location-based data through our geo addressing solutions. This could mean missed opportunities and other impacts in spatial modelling.

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IBM Journey to AI blog

JANUARY 9, 2024

An IDC survey forecasting the primary reasons for an increase in enterprise storage spending in 2023 cites, “greater data protection needs” was the most selected primary driver by IT decision makers. According to IDC, 78% of IT organizations agree that XaaS offerings are a key part of their future strategy.

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Mlearning.ai

AUGUST 6, 2023

Essentially, it was a time series forecasting problem where we had utilized the London Energy Dataset and the London Weather Dataset to build Ensemble models, such as XGBoost and LGBM, in order to accurately estimate the future needs of electric power. In our scenario, should we choose 1 lag, 2 or 100?

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IBM Journey to AI blog

MAY 25, 2023

Our CoE is ready to help accelerate our clients’ business transformations with enterprise-grade AI, including the newly announced IBM watsonx , as well as technology from our ecosystem of business partners. The CoE is off to a fast start.

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Ocean Protocol

MARCH 11, 2024

METAR, Miami International Airport (KMIA) on March 9, 2024, at 15:00 UTC In the recently concluded data challenge hosted on Desights.ai , participants used exploratory data analysis (EDA) and advanced artificial intelligence (AI) techniques to enhance aviation weather forecasting accuracy.

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