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Use of AI and Big Data Analytics to Manage Pandemics

Pickl AI

Summary: This blog examines the role of AI and Big Data Analytics in managing pandemics. It covers early detection, data-driven decision-making, healthcare responses, public health communication, and case studies from COVID-19, Ebola, and Zika outbreaks, highlighting emerging technologies and ethical considerations.

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Getir end-to-end workforce management: Amazon Forecast and AWS Step Functions

AWS Machine Learning Blog

Amazon Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts. Calculating courier requirements The first step is to estimate hourly demand for each warehouse, as explained in the Algorithm selection section.

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Beyond data: Cloud analytics mastery for business brilliance

Dataconomy

Predictive analytics: Predictive analytics leverages historical data and statistical algorithms to make predictions about future events or trends. For example, predictive analytics can be used in financial institutions to predict customer default rates or in e-commerce to forecast product demand.

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Big Data Becomes Pivotal to the Construction Industry

Smart Data Collective

Brown University became the first college to use big data analytics in construction in 2015, and others soon followed. Portland State University and Oregon State University both saved $10 million on construction projects by using big data like this. Big data offers the insight to do so.

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Demand forecasting at Getir built with Amazon Forecast

AWS Machine Learning Blog

Getir used Amazon Forecast , a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts, to increase revenue by four percent and reduce waste cost by 50 percent. Deep/neural network algorithms also perform very well on sparse data set and in cold-start (new item introduction) scenarios.

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How Analytics Shapes Our Music Tastes in the Era of Digital Streaming

Dataversity

Next in our blog series exploring interesting analytics use cases, we examine how machine learning algorithms dictate the music we listen to every day. In 2019, the music streaming market was valued at $12,831.2 million – a figure that’s expected to nearly double by 2027.

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How Getir reduced model training durations by 90% with Amazon SageMaker and AWS Batch

AWS Machine Learning Blog

His focus was building machine learning algorithms to simulate nervous network anomalies. He joined Getir in 2019 and currently works as a Senior Data Science & Analytics Manager. Hasan Burak Yel received his bachelor’s degree in Electrical & Electronics Engineering at Boğaziçi University.

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