
Optimization Problem
In Data Science and Artificial Intelligence, an optimization problem refers to the task of finding the best solution from all feasible solutions. It involves maximizing or minimizing an objective function while satisfying a set of constraints. Optimization problems are commonly used in machine learning, where the goal is to find the best model parameters that minimize the error between predicted and actual values. There are various optimization algorithms such as gradient descent, stochastic gradient descent, and genetic algorithms that are used to solve optimization problems.
Your Previous Searches
Random Picks
- Profitability: Profitability is the ability of a business to generate profit, which is the difference between revenue and expenses. In data science context, profitability can be measured and optimized through various techniques such as cost-benefit analys ... Read More >>
- Web Page: A web page is a document that is suitable for the World Wide Web and web browsers. It is typically written in HTML and may contain other technologies such as CSS and JavaScript. Web pages are accessed through a URL and can contain various t ... Read More >>
- Policy Gradient Methods: Policy Gradient Methods are a class of reinforcement learning algorithms that optimize the parameters of a policy function to maximize the expected cumulative reward. Unlike value-based methods, which estimate the optimal value function and ... 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