Memory Allocation
Memory allocation is the process of reserving a portion of a computer's memory for a specific purpose. In data science and artificial intelligence, memory allocation is a critical aspect of optimizing the performance of algorithms and models. The process involves allocating memory for variables, data structures, and other objects used in a program. Memory allocation can be done statically or dynamically. Static memory allocation is done at compile-time and involves reserving memory for variables that are known at the time of compilation. Dynamic memory allocation, on the other hand, is done at runtime and involves reserving memory for variables that are not known until the program is executed. In data science and artificial intelligence, dynamic memory allocation is often used to allocate memory for large datasets and models that cannot be loaded into memory all at once.
Your Previous Searches
Random Picks
- Ensembling: Ensembling is a technique in machine learning where multiple models are combined to improve the overall performance of the system. The idea behind ensembling is that by combining several models, the strengths of each model can be leveraged ... Read More >>
- Linear Algebra: Linear Algebra is a branch of mathematics that deals with linear equations, linear functions, and their representations through matrices and vector spaces. In Data Science and Artificial Intelligence, Linear Algebra is used to model and sol ... Read More >>
- Stationarity: In data science, stationarity refers to the statistical properties of a time series that remain constant over time. A stationary time series is one whose mean, variance, and autocorrelation structure do not change over time. Stationarity is ... 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