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Using Cloudera Machine Learning to Build a Predictive Maintenance Model for Jet Engines

Cloudera

Running a large commercial airline requires the complex management of critical components, including fuel futures contracts, aircraft maintenance and customer expectations. Airlines, in just the U.S. Airlines typically operate on very thin margins, and any schedule delay immediately angers or frustrates customers. Introduction.

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Cathay Pacific to take cloud journey to new heights

CIO

Instead, the publicly held operator of Cathay Pacific Airlines and HK Express is shifting from migration to optimization mode in an effort to wrest additional benefits from its all-in cloud transformation. This is helpful in an era in which airliners are having difficulty finding pilots to hire.

Airlines 298
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WestCap and Peter Thiel-backed FLYR Labs closes $150M Series C

TechCrunch

Airlines have a relatively straightforward goal — getting people in seats — but they’ve traditionally relied on inefficient and outdated statistical modeling methods to predict what prices and other conditions will sell tickets. Enter FLYR Labs. — the model will get smarter over time, FLYR says.

Airlines 248
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10 emerging innovations that could redefine IT

CIO

Once wild and seemingly impossible notions such as large language models, machine learning, and natural language processing have gone from the labs to the front lines. The IT department has a big role in this debate as it tests and deploys the second and third generation of collaboration tools. Or maybe just ten or five or one?

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How Attribute-Based Shopping Will Change Hotel Booking

Altexsoft

Airlines realized long ago that unbundling their product and allowing customers to buy valued ancillaries not only improved revenue and margins but actually improved customer satisfaction. One approach is to use machine learning to present high propensity, best fit bundles that already incorporate most probably desired attributes.

Hotels 111
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Flight Price Predictor: Training Models to Pinpoint the Best Time for Booking

Altexsoft

Pricing in the airline industry is often compared to a brain game between carriers and passengers where each party pursues the best rates. How dynamic pricing in the airline industry works. Airlines employ the technology to forecast rates of competitors and adjust their pricing strategies accordingly. Internal factors include.

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Machine Learning Metrics: How to Measure the Performance of a Machine Learning Model

Altexsoft

Choosing the machine learning path when developing your software is half the success. Yes, it brings automation, so widely discussed machine intelligence, and other awesome perks. So, how would you measure the success of a machine learning model? So, how would you measure the success of a machine learning model?