Cleaning
Cleaning refers to the process of identifying, correcting, or removing corrupt, inaccurate, or irrelevant data from a dataset. It is an essential step in the data preparation process, as it ensures that the data is accurate, consistent, and complete. Cleaning involves various techniques such as handling missing values, removing duplicates, correcting inconsistent values, and dealing with outliers. The goal of cleaning is to improve the quality of the data and make it suitable for analysis or modeling. Incomplete or inaccurate data can lead to incorrect conclusions and poor decision-making. Therefore, cleaning is a critical step in any data science project.
Your Previous Searches
Random Picks
- GAN: GAN stands for Generative Adversarial Network, which is a type of neural network architecture used in unsupervised machine learning. GANs consist of two neural networks, a generator and a discriminator, that are trained together in a game-l ... Read More >>
- Application Development: Application development is the process of creating software applications that run on various platforms such as desktop, mobile, and web. It involves designing, coding, testing, and deploying applications that meet specific business requirem ... Read More >>
- Bias Reduction: Bias reduction refers to the process of minimizing the impact of biases in data and algorithms in order to improve the accuracy and fairness of machine learning models. Biases can arise from various sources such as data collection, algorith ... Read More >>
Top News
Singapore’s GDP growth last quarter zooms past forecasts due to booming chip d...
Officials said the economy grew 5.4% year-on-year in July-September, beating economists' forecasts of less than 4.0%....
News Source: Fortune on 2024-11-22
Sam Altman has an idea to get AI to ‘love humanity,’ use it to poll billions...
The OpenAI CEO said it was his one wish for AI....
News Source: Fortune on 2024-11-22
Three mystery whales have each spent $10 billion-plus on Nvidia’s AI chips so ...
Jensen Huang's company retains its absolute dominance in artificial intelligence microchips, but longer term demand is eventually expected to prioritize inference over training....
News Source: Fortune on 2024-11-22
The CEO of Anthropic blasts VC Marc Andreessen’s argument that AI shouldn’t ...
Dario Amodei is among the most prominent AI executives to be outspoken on potential risks associated with the rapid development of AI technology....
News Source: Fortune on 2024-11-22
Google stock hammered after DOJ calls for Chrome sale...
In September, U.S. District Judge Amit Mehta ruled Google had illegally monopolized the search market....
News Source: Fortune on 2024-11-21