What tools are commonly used in data science?
Data science utilizes various tools like Python, R, SQL, and libraries such as Pandas and TensorFlow.
Can you explain the role of Python in data science?
Python is widely used for data analysis, machine learning, and visualization due to its simplicity and rich libraries.
What about data visualization tools?
Popular data visualization tools include Tableau, Matplotlib, and Seaborn, which help in presenting data insights effectively.
Are there any specific tools for big data?
Yes, tools like Apache Hadoop, Spark, and NoSQL databases are essential for handling big data.
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