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American Airlines takes flight with analytics transformation

CIO

American Airlines, the world’s largest airline, is turning to data and analytics to minimize disruptions and streamline operations with the aim of giving travelers a smoother experience. When the pandemic started, all of a sudden we were canceling thousands of flights as travel bans were implemented. Touchless, seamless, stressless.

Airline 545
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AI agents loom large as organizations pursue generative AI value

CIO

Importantly, these systems learn from their task history, human feedback, and other inputs to regularly improve their performance as well as adapt to changes in their environment. Think of all the logistical planning and steps to navigate as you secure various travel arrangements, lodging, meals, etc.

Travel 538
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New Deep Learning Systems Profoundly Disrupt Fleet Management Operations

Smart Data Collective

Deep learning tech is influencing and enhancing many industries, promising to provide insights into key business operations which were not previously possible to unearth. One of the biggest applications of this technology lies with using deep learning to streamline fleet management. Transportation and logistics is a prime example.

Learning 274
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How Italian CIOs produce value with gen AI

CIO

This is the case of Alpitour World, one of Italy’s largest travel companies, where gen AI projects have merged with preexisting uses of AI. Another gen AI application winning over CIOs is its knack for coding, according to Alessio Maffei, ICT manager of Milan-based student and family-focused travel company Inter-studioviaggi. “At

Travel 448
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What is predictive analytics? Transforming data into future insights

CIO

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. Airlines frequently use predictive analytics to set ticket prices reflecting past travel trends.

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What is data visualization? Presenting data for decision-making

CIO

The map used two dimensions to depict the number of troops, distance, temperature, latitude and longitude, direction of travel, and location relative to specific dates. For example, cartograms use distortions of maps to convey information such as population or travel time. Data Analysis and Visualization with Power BI (Udacity).

Travel 537
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Data Science Journey Walkthrough – From Beginner to Expert

Smart Data Collective

it is overwhelming to learn data science concepts and a general-purpose language like python at the same time. Exploratory Data Analysis. Exploratory data analysis is analyzing and understanding data. For exploratory data analysis use graphs and statistical parameters mean, medium, variance. Basics of Machine Learning.

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