2012 Citizen Data Scientist Data Preparation 
Dataconomy
MARCH 5, 2025
Job title history of data scientist The title “data scientist” gained prominence in 2008 when companies like Facebook and LinkedIn utilized it in corporate job descriptions. Data quality concerns: Inconsistencies and inaccuracies in data can lead to faulty conclusions.
AWS Machine Learning Blog
SEPTEMBER 23, 2024
Launched in 2021, Amazon SageMaker Canvas is a visual point-and-click service that allows business analysts and citizen data scientists to use ready-to-use machine learning (ML) models and build custom ML models to generate accurate predictions without writing any code. This is crucial for compliance, security, and governance.
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