What are the programming languages used in data science?

Data science relies on several programming languages for various tasks. Python is the most popular language for data science due to its simplicity and extensive library ecosystem, which includes powerful tools like NumPy, Pandas, and TensorFlow. R is another commonly used language in data science, particularly for statistical analysis and data visualization. SQL is vital for extracting and manipulating data stored in databases. Additionally, programming languages like Java and Scala are employed for big data processing with tools such as Apache Hadoop and Apache Spark. Overall, a combination of these languages is typically used in data science projects depending on the specific requirements and preferences of the data scientists.

This mind map was published on 5 August 2023 and has been viewed 136 times.