Maximum Likelihood Estimation
Maximum Likelihood Estimation (MLE) is a statistical method used to estimate the parameters of a probability distribution by maximizing the likelihood function. In other words, MLE is a technique used to find the values of the parameters that make the observed data most probable. The likelihood function is a function of the parameters of the distribution and the observed data. The maximum likelihood estimate is the set of parameter values that maximize the likelihood function. MLE is widely used in machine learning, data science, and artificial intelligence to estimate the parameters of models such as linear regression, logistic regression, and neural networks.
Your Previous Searches
Random Picks
- Data Streams: Data Streams refer to a continuous flow of data that is generated from various sources such as sensors, social media, and other real-time data sources. These data streams are often unbounded and can be infinite in size, making it difficult ... Read More >>
- Viruses: In Data Science, viruses refer to malicious software programs that are designed to replicate themselves and spread from one computer system to another. These programs can cause damage to the system, steal sensitive information, and disrupt ... Read More >>
- Time-based Analysis: Time-based analysis is a data analysis technique that involves examining data over a period of time to identify patterns, trends, and relationships. This type of analysis is commonly used in fields such as finance, marketing, and operations ... Read More >>
Top News
International student has visa revoked just days after getting new job, work per...
After graduating in Boston, an international student was hired as a quantitative analyst and even received his work permit days ago. Then, an email changed everything....
News Source: CBS News on 2025-04-19
Top admiral says China is outbuilding the US on warships at a shocking rate...
China's naval buildup is overshadowing the US as Chinese leader Xi Jinping pushes the military toward big modernization and combat readiness goals....
News Source: Business Insider on 2025-04-18
Demis Hassabis | Sunday on 60 Minutes...
Demis Hassabis, a pioneer in artificial intelligence, discusses his effort to develop artificial general intelligence (AGI) — a type of AI with the potential to match the versatility and creativity ...
News Source: CBS News on 2025-04-18
7 Goldman Sachs insiders explain how the bank's new AI sidekick is helping them ...
From analyst to partner, seven Goldman employees shared a look at how the bank's internal ChatGPT-like tool is making their jobs better and faster....
News Source: Business Insider on 2025-04-18
Viral AI-made art trends are making artists even more worried about their future...
From Studio Ghibli-inspired illustrations to doll “starter packs,” an explosion of AI-generated images in recent weeks has sparked a fresh wave of concern among artists....
News Source: NBC News on 2025-04-18