Iterative Cycle

Iterative cycle is a process of repeating a set of steps or tasks until a desired outcome is achieved. In data science, an iterative cycle is often used in the development of machine learning models. The process involves several steps such as data collection, data preprocessing, model selection, model training, and model evaluation. After the initial model is built, it is evaluated and refined through multiple iterations until the desired level of accuracy is achieved. The iterative cycle allows data scientists to continuously improve the model by incorporating new data, adjusting parameters, and refining the algorithms. This process is also used in agile software development, where the development team works in short cycles to continuously improve the software product.
Your Previous Searches
Random Picks
  • Client-server Protocol: Client-server protocol refers to the set of rules and standards that govern the communication between a client and a server in a networked environment. In the context of data science and artificial intelligence, client-server protocol is es ... Read More >>
  • Differential Gene Expression Analysis: Differential gene expression analysis is a statistical method used to identify genes that are differentially expressed between two or more biological conditions. It involves comparing the expression levels of genes in different samples and ... Read More >>
  • Repository: In Data Science, a repository is a central location where data is stored, managed, and disseminated. It is a collection of data sets, models, and code that can be accessed and shared by a community of users. A repository can be public or pr ... 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