Phase


In Data Science, a phase refers to a distinct stage or step in a project or process that involves the use of data to gain insights or solve a problem. Each phase typically has a specific objective and set of tasks that must be completed before moving on to the next phase. The phases of a data science project may include problem definition, data collection, data cleaning and preprocessing, exploratory data analysis, feature engineering, model selection and training, model evaluation, and deployment. The purpose of dividing a project into phases is to ensure that each step is completed thoroughly and accurately, and to provide a clear structure for the project team to follow. This approach helps to minimize errors and ensure that the final results are reliable and actionable.


Your Previous Searches
Random Picks

  • Security Technology: Security Technology refers to the use of hardware, software, and protocols to protect data, devices, and networks from unauthorized access, theft, damage, or disruption. It encompasses a wide range of technologies such as firewalls, intrusi ... Read More >>
  • Data Compression: Data compression is the process of reducing the size of a file or data stream without losing any of the original information. This is achieved by encoding the data in a more efficient way, such that it can be stored or transmitted using few ... Read More >>
  • Negatively Skewed: In data science, negatively skewed refers to a distribution of data that is skewed to the left, meaning that the tail of the distribution is longer on the left side than on the right side. This indicates that there are more extreme values o ... Read More >>
Top News

Uber CEO Dara Khosrowshahi calls Elon Musk's vision for Tesla robotaxis 'pretty ...

Uber CEO Dara Khosrowshahi appeared on Friday's episode of the Hard Fork podcast, where he spoke about the future of the autonomous vehicle industry....

News Source: Business Insider on 2024-10-20

After Cynthia Erivo Called "Wicked" Fan Art "Offensive," Ariana Grande Has Offer...

"It's so much bigger than us."View Entire Post ›...

News Source: Buzzfeed on 2024-10-20

Google Research execs reveal how they use AI in their daily lives — and where ...

Google execs on the Research team told Business Insider their favorite uses of AI, like looking up products with Lens or translating pages....

News Source: Business Insider on 2024-10-20

Google DeepMind CEO Demis Hassabis explains what needs to happen to move from ch...

Demis Hassabis, the CEO of Google DeepMind, recently discussed what he thinks will be the next phase of AI after chatbots....

News Source: Business Insider on 2024-10-19

This is OpenAI CEO Sam Altman's favorite question about AGI...

Altman said artificial general intelligence will facilitate "scaffolding that exists between all of us."...

News Source: Business Insider on 2024-10-19