Notes:
Extract Transform Load (ETL) is a process that is used to collect, transform, and load data from various sources into a target database or data warehouse. It typically involves three main stages: extraction, transformation, and loading.
In the extraction stage, data is collected from various sources, such as databases, files, or web services. This data is often extracted in its raw, unstructured form, and may need to be cleaned and formatted in order to be usable.
In the transformation stage, the extracted data is transformed into a format that is more suitable for the target database or data warehouse. This may involve a variety of operations, such as filtering, sorting, joining, or aggregating the data. The goal of the transformation stage is to prepare the data in a way that makes it easier to analyze and query.
In the loading stage, the transformed data is loaded into the target database or data warehouse. This typically involves creating tables and columns in the target database, and inserting the transformed data into these tables.
ETL processes can be used in a variety of applications, including chatbots. For example, a chatbot might use an ETL process to collect data from various sources, such as databases or APIs, and transform it into a format that is suitable for natural language processing or other components of the chatbot. This can help to improve the accuracy and performance of the chatbot by providing it with more relevant and structured data.
Wikipedia:
See also:
100 Best Business Intelligence Tool Videos | 100 Best CloverETL Videos
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- Clark C Evans: Multi Database Colaboration and Extract – Transform – Load with HTSQL
- Prognoz Platform – ETL (Extract Transform Load)
- Extract Transform and Load system – part of StruxureWare Data Center Operation.
- ETL Extract-Transform-Load Demo
- Business Intelligence Component – Extract, Transform, and Load (ETL)
- Extract, Transform and Load with Talend Open Studio for MDM, Video Tutorial Talend ETL
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- RapidMiner Extract Transform Load Transforming Attributes with Functions
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- RapidMiner Extract Transform Load – Sampling, Selecting Rows, Attributes.avi
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- Your “Principal ETL (Extract, Transform, Load) Software QA Quality Assurance Engineering Lead