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Schedule Optimization: Technological Approaches and Use Cases

Altexsoft

So, numerous techniques, including mathematical optimization, constraint programming, and machine learning (ML), are used to address this issue. Doing it manually is time-consuming and way too uneffective. What is schedule optimization? Depending on the industry and management domain, scheduling may refer to.

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How to Choose a Data Science and AI Consulting Company

Altexsoft

Innovata, which was incorporated by the FlightGlobal news and information site, is a leading provider of historical, current, and future schedule data for more than 900 airlines worldwide. Customer-facing applications powered by machine learning algorithms solve your customers’ problems. Price prediction engines (e.g.

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Dynamic Pricing Explained: Use in Revenue Management and Pricing Optimization

Altexsoft

We talked with experts from Perfect Price, Prisync, and a data science specialist from The Tesseract Academy to understand how various businesses can use machine learning for dynamic pricing to achieve their revenue goals. Would you consider fixed costs, competitor prices, or both? Dynamic pricing strategy 101 and key approaches.

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Airline Loyalty Programs: Main Aspects, Types, and a Technological Perspective

Altexsoft

A few years ago, Joe DeNardi, a Stifel analyst, published a sensational report that contained estimated values of some of the biggest US airlines’ loyalty programs. According to it, American Airlines’ AAdvantage was worth $37.6 All these impressive numbers unveil the hidden power behind airlines’ loyalty programs. Those include.

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Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks

AWS Machine Learning - AI

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them.

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Conversational AI: How Advanced Chatbots Work

Altexsoft

In this post, we’ll focus on what conversational AI is, how it works, and what platforms exist to enable data scientists and machine learning engineers to implement this technology. Also, such chatbots do not learn from interactions with a user: They only perform and work with the previously known scenarios you wrote for them.

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Propensity Model: How to Predict Customer Behavior Using Machine Learning

Altexsoft

To help companies unlock the full potential of personalized marketing, propensity models should use the power of machine learning technologies. This post is going to shed light on propensity modeling and the role of machine learning in making it an efficient predictive tool. What is a propensity model?