Computational Complexity

Computational Complexity is the study of the resources required to solve computational problems. It is concerned with understanding the inherent difficulty of solving a problem and the amount of resources, such as time and memory, required to solve it. In Data Science and Artificial Intelligence, computational complexity is an important consideration when designing algorithms and models. It helps in determining the feasibility of solving a problem and the efficiency of the solution. The complexity of a problem is often measured in terms of time complexity and space complexity, which refer to the amount of time and memory required to solve the problem, respectively. The study of computational complexity has led to the development of various complexity classes, such as P, NP, and NP-complete, which are used to classify problems based on their difficulty and the resources required to solve them.
Your Previous Searches
Random Picks
  • Supply Chain: Supply Chain refers to the network of individuals, organizations, resources, activities, and technology involved in the creation and delivery of a product or service from the supplier to the customer. In Data Science context, Supply Chain i ... Read More >>
  • Balance Equations: Balance equations refer to the process of ensuring that the input and output of a system are equal. In data science, balance equations are used to ensure that the data being analyzed is accurate and complete. This involves checking that all ... Read More >>
  • Data Storage: Data storage refers to the process of storing digital data in a physical or virtual location for future use. In the context of data science and artificial intelligence, data storage is a critical component of the data pipeline. It involves ... 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