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Tag: demand forecasting

AI Being Applied in Hopes of Speeding COVID-19 Vaccine Supply Chain 

By John P. Desmond, AI Trends Editor  The application of AI to the COVID-19 vaccine distribution involves separate supply chain problems:...

Training, debugging and running time series forecasting models with the GluonTS toolkit on Amazon SageMaker

Time series forecasting is an approach to predict future data values by analyzing the patterns and trends in past observations over time. Organizations...

Top Use Cases of Artificial Intelligence in Retail Industry

In This COVID-19 Pandemic, The Retail Industry To Transform 100% With AI know more about Retail AI The retail industry has been struggling with rapidly...

What does integration of artificial intelligence and advanced analytics mean in business?

By PreetipadmaDisruptive technologies like artificial intelligence (AI) and advanced analytics have had a transformational impact on the finance industry. They are also changing the way enterprises interact...

How Foxconn built an end-to-end forecasting solution in two months with Amazon Forecast

This is a guest post by Foxconn. The content and opinions in this post are those of the third-party author and AWS is...

How AI is Helping with COVID-19 Vaccine Rollout and Tracking 

By John P. Desmond, AI Trends Editor   AI has been employed since the early days of the COVID-19 pandemic to track...

Amazon Forecast Weather Index – automatically include local weather to increase your forecasting model accuracy

We’re excited to announce the Amazon Forecast Weather Index, which can increase your forecasting accuracy by automatically including local weather information in your...

How Machine Learning Optimizes Supply Chain?

Machine Learning in Supply Chain Machine learning is a revolutionary technology that helps industries optimizes their day-to-day processes. It has made its mark in...

Amazon Forecast can now use Convolutional Neural Networks (CNNs) to train forecasting models up to 2X faster with up to 30% higher accuracy

We’re excited to announce that Amazon Forecast can now use Convolutional Neural Networks (CNNs) to train forecasting models up to 2X faster with...

Digital Order Taking

These are challenging times for all of us. As we try to find new ways to ensure business continuity with minimal impact, digital...

Using Amazon SageMaker with Amazon Augmented AI for human review of Tabular data and ML predictions

Tabular data is a primary method to store data across multiple industries, including financial, healthcare, manufacturing, and many more. A large number of...

Managing missing values in your target and related datasets with automated imputation support in Amazon Forecast

Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts without requiring any prior ML experience....

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