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

  • Clocks: In Data Science, clocks refer to the measurement of time taken by a computer program to execute a specific task. Clocks are used to measure the performance of algorithms and to compare the efficiency of different algorithms. The time taken ... Read More >>
  • Color Model: In data science, a color model is an abstract mathematical model that describes the way colors can be represented as tuples of numbers, typically as three or four values or color components. The most common color models are RGB (Red, Green, ... Read More >>
  • Data Security: Data Security refers to the protection of digital data from unauthorized access, theft, corruption, or damage. It involves implementing various measures such as encryption, access controls, firewalls, and backups to ensure the confidentiali ... Read More >>
Top News

The comeback of nuclear energy: Why asset managers are betting big...

Proponents say nuclear plants can generate enormous levels of electricity using just small quantities of fuel, making them more efficient than other energy sources....

News Source: Fortune on 2024-09-11

Elon Musk explains his 80/20 prediction for what AI means for humans...

Elon Musk there's a better chance that AI results in a better future — but he thinks there's still a 20% chance of "human annihilation."...

News Source: Business Insider on 2024-09-11

All AI has done this election is convince Taylor Swift to endorse Harris...

Despite fears, AI hasn't significantly influenced elections this year, but concerns persist, notably from Taylor Swift....

News Source: Business Insider on 2024-09-11

Mark Zuckerberg just sold out a stadium...

The Meta CEO was a guest on a sold-out live show of the "Acquired" podcast at Chase Center in San Francisco....

News Source: Business Insider on 2024-09-11

Taylor Swift endorses Kamala Harris: Will it make a difference?...

After the Harris-Trump debate, Swift posts online that she will be voting for Harris and Walz....

News Source: Al Jazeera English on 2024-09-11