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Learn how to get insights from Azure SQL Database: A sample data analytics project using Global Peace Index data

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The post Learn how to get insights from Azure SQL Database: A sample data analytics project using Global Peace Index data appeared first on Analytics Vidhya.

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9 most useful functions for PySpark DataFrame

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Spark is a data analytics engine that is mainly used for. The post 9 most useful functions for PySpark DataFrame appeared first on Analytics Vidhya.

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Text Analytics – Understanding the Voice of Consumers

BizAcuity

Another independent study backed by TripAdvisor found that more than 80% of the travelers spent time to read as many as 6 to 12 reviews before finalizing their hotel bookings. Similarly, another survey indicated that for 29% of consumers, positive online reviews are the most important factor in their booking decision.

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Text Analytics – Understanding the Voice of Consumers

BizAcuity

Another independent study backed by TripAdvisor found that more than 80% of the travelers spent time to read as many as 6 to 12 reviews before finalizing their hotel bookings. Similarly, another survey indicated that for 29% of consumers, positive online reviews are the most important factor in their booking decision.

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Exploring real-time streaming for generative AI Applications

AWS Big Data

This dynamic integration of streaming data enables generative AI applications to respond promptly to changing conditions, improving their adaptability and overall performance in various tasks. To better understand this, imagine a chatbot that helps travelers book their travel. versions).

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Build a decentralized semantic search engine on heterogeneous data stores using autonomous agents

AWS Big Data

Run the notebook There are six major sections in the notebook: Prepare the unstructured data in OpenSearch Service – Download the SEC Edgar Annual Financial Filings dataset and convert the company financial filing document into vectors with Amazon Titan Text Embeddings model and store the vector in an Amazon OpenSearch Service vector database.

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Unstructured data management and governance using AWS AI/ML and analytics services

AWS Big Data

Most companies produce and consume unstructured data such as documents, emails, web pages, engagement center phone calls, and social media. By some estimates, unstructured data can make up to 80–90% of all new enterprise data and is growing many times faster than structured data.