AWS Machine Learning Blog
NOVEMBER 12, 2024
NOTE : Since we used an SQL query engine to query the dataset for this demonstration, the prompts and generated outputs mention SQL below. A user can ask a business- or industry-related question for ETFs. The question in the preceding example doesn’t require a lot of complex analysis on the data returned from the ETF dataset.
Dataconomy
MAY 27, 2024
Despite the furore that erupted after Cambridge Analytica, the dirty data problem hasn’t gone away: major breaches are commonplace, with a report by Apple last year indicating that the total number of data breaches tripled between 2013 and 2022. In the past two years alone, 2.6
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AWS Machine Learning Blog
JANUARY 4, 2024
One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries. The primary goal is to automatically generate SQL queries from natural language text. What percentage of customers are from each region?”
AWS Machine Learning Blog
JUNE 13, 2023
The natural language capabilities allow non-technical users to query data through conversational English rather than complex SQL. The AI and language models must identify the appropriate data sources, generate effective SQL queries, and produce coherent responses with embedded results at scale.
IBM Journey to AI blog
JANUARY 10, 2023
This data will be analyzed using Netezza SQL and Python code to determine if the flight delays for the first half of 2022 have increased over flight delays compared to earlier periods of time within the current data (January 2019 – December 2021). Figure 9 – Flight delays were lower during 2013 through 2018.
AWS Machine Learning Blog
MARCH 10, 2025
Founded in 2013, Octus, formerly Reorg, is the essential credit intelligence and data provider for the worlds leading buy side firms, investment banks, law firms and advisory firms. We had to migrate our AuthZ backend from Airbyte to native SQL replication so that it can support access management in near real time at scale.
Alation
FEBRUARY 7, 2023
It wouldn’t be until 2013 that the topic of data lineage would surface again – this time while working on a data warehouse project. Data warehouses obfuscate data’s origin In 2013, I was a Business Intelligence Engineer at a financial services company.
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