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40 Must-Know Data Science Skills and Frameworks for 2023

ODSC - Open Data Science

Computer Science and Computer Engineering Similar to knowing statistics and math, a data scientist should know the fundamentals of computer science as well. While knowing Python, R, and SQL are expected, you’ll need to go beyond that. Big Data As datasets become larger and more complex, knowing how to work with them will be key.

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Data science vs data analytics: Unpacking the differences

IBM Journey to AI blog

And you should have experience working with big data platforms such as Hadoop or Apache Spark. Additionally, data science requires experience in SQL database coding and an ability to work with unstructured data of various types, such as video, audio, pictures and text.

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Data Science skills: Mastering the essentials for success

Pickl AI

Aspiring Data Scientists must equip themselves with a diverse skill set encompassing technical expertise, analytical prowess, and domain knowledge. Whether you’re venturing into machine learning, predictive analytics, or data visualization, honing the following top Data Science skills is essential for success.

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How Dataiku and Snowflake Strengthen the Modern Data Stack

phData

From data ingestion and cleaning to model deployment and monitoring, the platform streamlines each phase of the data science workflow. Automated features, such as visual data preparation and pre-built machine learning models, reduce the time and effort required to build and deploy predictive analytics.