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
- Differencing: Differencing is a method used to remove the trend and seasonality from a time series data. It involves computing the difference between consecutive observations in the series. This can be done once or multiple times until the series becomes ... Read More >>
- Hidden Markov Models: Hidden Markov Models (HMMs) are statistical models that are used to model time series data, where the underlying process is assumed to be a Markov process with hidden states. HMMs are widely used in speech recognition, natural language proc ... Read More >>
- Control Systems: Control Systems refer to the application of mathematical models and algorithms to control the behavior of dynamic systems. In Data Science and Artificial Intelligence, control systems are used to design and implement algorithms that can reg ... Read More >>
Top News
Employees were already freaked out about AI — Amazon just proved them right...
Amazon CEO Andy Jassy acknowledged in a Tuesday statement what many workers have been scared of: Artificial intelligence will soon mean job cuts....
News Source: Business Insider on 2025-06-18
Trump’s purges come for the U.S.’ nuclear safety board...
Donald Trump’s efforts to strip federal agencies and commissions of their independence took an alarming step Monday, when the president fired one of the five commissioners who sit on the Nuclear Reg...
News Source: MSNBC on 2025-06-17
Amazon says it will reduce its workforce as AI replaces human employees | CNN Bu...
Amazon says it will reduce its workforce as AI replaces human employees | CNN Businesscnn.com...
News Source: CNN on 2025-06-17
Amazon’s Jassy says AI will reduce company’s corporate ranks...
Andy Jassy expects the company’s workforce to decline in the next few years....
News Source: Fortune on 2025-06-17
Bank of America is bullish on these 4 under-the-radar AI stocks...
Investors interested in the AI trade beyond the Magnificent Seven should look into these four stocks with breakout growth potential....
News Source: Business Insider on 2025-06-17