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Travel Analytics: Data Sources, Use Cases, and Real-Life Examples

AltexSoft

Learn more about the functions of internal systems with our dedicated articles about hotel property management systems and passenger service systems. Social media and travel blogs contain valuable information about travelers’ experiences, recommendations, preferences, and popular upcoming events.

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Natural Language Processing: A Guide to NLP Use Cases, Approaches, and Tools

AltexSoft

Using linguistics, statistics, and machine learning, computers can not only derive meaning from what’s said or written, but also catch contextual nuances and a person’s intent and sentiment in the same way humans do. Sentiment analysis. Sentiment analysis results by Google Cloud Natural Language API.

Process 139
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20 Web Scraping Projects Ideas for 2023

ProjectPro

Web Scraping Project Idea #1 Customers Review Analysis Businesses that want to stay in the market for a long time must value their customers’ feedback. Project Idea: For this project, you can scrape data for any specific product available on Amazon and analyze its customers’ reviews. content length, meta tags, etc.

Project 52
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15 Top Machine Learning Projects for Final Year Students

ProjectPro

Datasets like Google Local, Amazon product reviews, MovieLens, Goodreads, NES, Librarything are preferable for creating recommendation engines using machine learning models. They have a well-researched collection of data such as ratings, reviews, timestamps, price, category information, customer likes, and dislikes.

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15+ AWS Projects Ideas for Beginners to Practice in 2023

ProjectPro

This blog presents some of the most unique and innovative AWS projects from beginner to advanced levels. Sentiment Analysis on Real-time Twitter Data 23. Data Description The Amazon eCommerce website hosts various products from various sellers and thus has a massive dataset of its customers' reviews.

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Prompt Engineering: The Guide to Mastering The Art of Talking to AI

AltexSoft

Say you’re a CTO or software engineer in the hospitality industry, and you’re integrating a generative AI chatbot to answer staff queries about your hotel’s Property Management System (PMS). Connections and principles explained Data analysis and interpretation. What is an API? Experimentation and iteration.

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ChatGPT Implementation in Travel: Unleashing the Potential of GPT Models in Real-World Projects

AltexSoft

It marks the onset of an open-ended conversation where users can get personalized recommendations on destinations, hotels, modes of transportation, and attractions based on their interactions with the chatbot. The plugin acts as a virtual travel agent capable of recommending flights and hotels. Turbo model via the OpenAI API.

Project 52