Shape


In Data Science, shape refers to the dimensions of a dataset, represented as a tuple of integers indicating the size of the dataset along each dimension. The shape of a dataset is important because it determines how the data can be manipulated and analyzed. For example, if two datasets have different shapes, they cannot be combined or compared directly. The shape of a dataset can be determined using the shape attribute of a NumPy array or the shape method of a Pandas DataFrame. In addition, the shape of a dataset can be changed using various methods such as reshaping, transposing, or concatenating.


Your Previous Searches
Random Picks

  • Systematic Error: In Data Science, Systematic Error refers to a type of error that occurs consistently in the same direction and magnitude in a dataset. It is caused by flaws in the data collection process or measurement tools, and can lead to biased results ... Read More >>
  • Time Series Analysis: Time Series Analysis is a statistical technique used to analyze and extract meaningful patterns and insights from time series data. It involves identifying patterns and trends in the data, as well as forecasting future values based on histo ... Read More >>
  • Explainability: Explainability refers to the ability of a machine learning model to provide clear and understandable explanations for its predictions or decisions. It is an important aspect of artificial intelligence and data science, especially in applica ... Read More >>
Top News

Inside the $3 billion school security industry as shootings continue...

Products like AI surveillance monitoring and collapsible safe rooms have hefty price tags for schools, while bulletproof backpacks and school supplies are marketed to fearful parents....

News Source: CBS News on 2024-11-20

Pew study: 1 in 5 Americans get their news from social media influencers...

Happy Tuesday. Here’s your Tuesday Tech Drop, my collection of the past week’s top stories from the intersection of technology and politics....

News Source: MSNBC on 2024-11-19

AI photos showing girl students with nude bodies roil private school in Pennsylv...

Images that depict the faces of girls with nude bodies have led to the departure of leaders from a private school in Pennsylvania, prompted a student protest and triggered a criminal investigation...

News Source: ABC News on 2024-11-19

A teen boy has been removed from school after fake images of nude female student...

Pennsylvania students held a walkout this month, marching around the campus and chanting, “Hear us. Acknowledge us. See us."...

News Source: Fortune on 2024-11-19

Elon Musk calls Southern Poverty Law Center a 'criminal organization' after doxi...

The SPLC responds after allegations on Musk's X, the platform formerly known as Twitter....

News Source: USA Today on 2024-11-19