Transformations
Transformations refer to the process of converting raw data into a more useful format for analysis. This involves cleaning, aggregating, and manipulating data to create new variables or features that can be used to build models or gain insights. Transformations can include tasks such as filtering out irrelevant data, filling in missing values, scaling variables, and creating new variables through feature engineering. Transformations are a critical step in the data science process as they can greatly impact the accuracy and effectiveness of models and analyses.
Your Previous Searches
Random Picks
- Nonlinear Regression: Nonlinear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables. Unlike linear regression, which assumes a linear relationship between the variables, nonlinear r ... Read More >>
- Data Sources: Data sources refer to the various locations and formats from which data can be collected and stored for analysis. These sources can include databases, spreadsheets, text files, APIs, and more. In the context of data science and artificial i ... Read More >>
- Risk Management Plan: A Risk Management Plan is a document that outlines an organization's approach to identifying, assessing, and mitigating risks that could negatively impact its operations, projects, or initiatives. The plan typically includes a risk manageme ... Read More >>
Top News
New college grad? Here's what experts say you should know about AI....
We asked three experts what fresh college graduates can do to prepare as artificial intelligence changes how Americans work. Here's what they said....
News Source: CBS News on 2025-06-06
Senate Republicans revise ban on state AI regulations in bid to preserve controv...
Senate Republicans have made changes to their party’s sweeping tax bill in hopes of preserving a new policy that would prevent states from regulating artificial intelligence...
News Source: ABC News on 2025-06-06
Use of Community Notes on Elon Musk's X has plummeted in 2025...
Half as many crowdsourced Community Notes were created in May than were created in January....
News Source: NBC News on 2025-06-06
Film Festival showcases what artificial intelligence can do on the big screen...
Artificial Intelligence’s use in filmmaking is growing...
News Source: ABC News on 2025-06-06
Can AI be held accountable? AI ethicist on tech giants and the AI boom...
What is the future of AI and efforts to regulate its harms? Marc Lamont Hill speaks to AI ethicist Rumman Chowdhury....
News Source: Al Jazeera English on 2025-06-06