Data Visualization Chapter 1: Introduction to Data Science Process

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30 Questions

Data Science process is a linear process.

False

Machine Learning is a synonym for Data Science.

False

Data Visualization is a stage in the Data Science process.

True

The three Vs of Big Data are Volume, Velocity, and Value.

False

Data Science involves making decisions or taking actions based on the results of the analysis.

True

Hadoop is a type of data visualization tool.

False

Big Data and Data Science are exactly the same thing.

False

Data Visualization is only used for high-level data analysis.

False

The 4Vs of Big Data are Volume, Velocity, Variety, and Veracity.

False

Data Visualization is the process of presenting data in the form of texts or tables.

False

Data Science can only be done on large data sets.

False

The 4Vs of Big Data are related to the characteristics of data in terms of size, speed, and complexity.

True

Rania AlHalaseh allows users to store up to 100MB of information with its free plan.

False

Users can import information from spreadsheets, databases, and live feeds into Rania AlHalaseh.

True

Rania AlHalaseh requires users to have programming skills to create visualizations.

False

Rania AlHalaseh's charts are static and do not allow users to interact with them.

False

Rania AlHalaseh provides a tremendous bank of photos and icons only for Facebook and Twitter.

False

Rania AlHalaseh's chart building wizard allows users to have complete control over every aspect of the chart.

True

Python is a developer tool used for Data Visualization.

True

Falcon SQL consumer is a paid service for Business Intelligence.

False

Dash is a Data Science tool used for Data Visualization.

True

Plotly.js is a developer tool used for Data Visualization.

False

Chart Studio is a tool used for creating Slide Decks.

False

C.Wilke is an author of a book on Data Visualization in Python.

True

Python can be used for creating interactive visualizations as image files.

False

Seaborn is a geospatial library/extension.

False

Matplotlib is a dynamic plotting library.

False

Python can be used for automating the production of maps and charts.

True

Plotly is a geospatial library/extension.

False

CartoPy is a static plotting library.

False

Explore the fundamentals of data science process, including data collection, exploration, modeling, analysis, and visualization. Learn about the different terms used to describe data science endeavors, such as statistics, artificial intelligence, machine learning, and data analytics.

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