Population
In Data Science, population refers to the entire set of individuals, objects, or events that we are interested in studying. It is the complete collection of all the elements that we want to analyze and draw conclusions about. In statistical analysis, we often use a sample of the population to make inferences about the entire population. The size of the population can vary depending on the research question and the scope of the study. In machine learning, population can refer to the set of all possible instances that the model can encounter during training or testing. The population can be finite or infinite, and it can be homogeneous or heterogeneous in terms of its characteristics.
Your Previous Searches
Random Picks
- SSDs: SSD stands for Solid State Drive. It is a type of storage device that uses NAND-based flash memory to store data. Unlike traditional hard disk drives (HDDs), SSDs have no moving parts, which makes them faster, more reliable, and less prone ... Read More >>
- Layers: In the context of data science and artificial intelligence, layers refer to the building blocks of neural networks. A neural network is composed of multiple layers, each of which performs a specific function in the overall computation. The ... Read More >>
- Learning Rate: In machine learning, the learning rate is a hyperparameter that determines the step size at each iteration while moving toward a minimum of a loss function during training of a model. It controls how much to change the model in response to ... Read More >>
Top News
Meta approves bonuses of up to 200% of company executives' salaries...
Meta approved a plan to increase bonuses for company executives to up to 200% of their base pay amid layoffs targeting about 4,000 employees....
News Source: Business Insider on 2025-02-21
Dr. Mehmet Oz holds millions from companies that he'd wield power over if confir...
Dr. Mehmet Oz holds millions of dollars worth of shares in health insurance, fertility, pharmaceutical and vitamin companies...
News Source: ABC News on 2025-02-20
Elon Musk quietly built a second mega-data center for xAI in Atlanta with $700 m...
xAI built a massive data center in Memphis last year, but the company has also been quietly setting up another facility in Georgia....
News Source: Business Insider on 2025-02-20
China's Alibaba sees revenue surge on back of artificial intelligence, e-commerc...
Chinese e-commerce firm Alibaba Group Holding posted its fastest revenue growth in over a year, beating analyst expectations as it capitalizes on the artificial intelligence boom in China...
News Source: ABC News on 2025-02-20
Why the billionaire class is kissing Trump’s proverbial ring...
The billionaire set and the massive corporations they represent are not showing deference to the president....
News Source: Al Jazeera English on 2025-02-20