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AI in Short-Term Rentals: How Machine Learning Shapes STR

Altexsoft

This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making. The key terms that everyone should know within the spectrum of artificial intelligence are machine learning, deep learning, computer vision , and natural language processing.

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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?

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Next Best Action Marketing: How to Implement Hyper-Personalization with Machine Learning

Altexsoft

In this article, we’ll discuss what the next best action strategy is and how businesses define the next best action using machine learning-based recommender systems. The funnel for each customer is unique as each customer learns about a company or its services at their own pace and style. This changes the game for marketers.

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Should you build or buy generative AI?

CIO

In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations.

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Udacity raises $75M in debt, says its tech education business is profitable after enterprise pivot

TechCrunch

Online education tools continue to see a surge of interest boosted by major changes in work and learning practices in the midst of a global health pandemic. Udacity said that part of the business is growing fast, with Q3 bookings up by 120% year-over-year and average run rates up 260% in H1 2020.

Education 295
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Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

Over the years, machine learning (ML) has come a long way, from its existence as experimental research in a purely academic setting to wide industry adoption as a means for automating solutions to real-world problems. There is also a trade off in balancing a model’s interpretability and its performance.

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B2B Travel Platform For Corporate Travel Management

Altexsoft

This guide delves deep into the specifics of building a custom B2B travel booking platform specifically tailored for corporate travel. Features such as expense management, policy compliance, risk management , and detailed reporting are critical in a corporate travel booking system. Different booking flow.

Travel 52