Techniques
In the context of Data Science and Artificial Intelligence, techniques refer to the various methods and approaches used to analyze, manipulate, and extract insights from data. These techniques can be broadly categorized into two types: supervised and unsupervised learning. Supervised learning techniques involve the use of labeled data to train a model to make predictions or classifications on new, unseen data. Examples of supervised learning techniques include linear regression, decision trees, and neural networks. Unsupervised learning techniques, on the other hand, involve the use of unlabeled data to identify patterns and relationships within the data. Examples of unsupervised learning techniques include clustering, principal component analysis, and anomaly detection. Other common techniques used in Data Science and Artificial Intelligence include data preprocessing, feature engineering, model selection and evaluation, and deep learning.
Your Previous Searches
Random Picks
- Non-Parametric Tests: Non-parametric tests are statistical tests that do not require the data to be normally distributed or have equal variances. These tests are used when the assumptions of parametric tests are not met or when the data is ordinal or nominal. No ... Read More >>
- Political Culture: Political culture refers to the shared beliefs, values, attitudes, and practices that shape the behavior of individuals and groups within a political system. In the context of data science and artificial intelligence, political culture can ... Read More >>
- Bias Reduction: Bias reduction refers to the process of minimizing the impact of biases in data and algorithms in order to improve the accuracy and fairness of machine learning models. Biases can arise from various sources such as data collection, algorith ... Read More >>
Top News
Apple unveils souped up version of its cheapest iPhone...
The iPhone 16e is the fourth-generation of a model sold historically at dramatically lower prices....
News Source: Al Jazeera English on 2025-02-19
Microsoft reveals its first quantum computing chip, the Majorana 1...
Microsoft on Wednesday announced Majorana 1, its first quantum computing chip....
News Source: NBC News on 2025-02-19
Why I'm deeply sceptical about comparisons between humans and machines...
Humans learn very differently to machines, thanks to our biased, malleable memory – and that's a good thing, says Charan Ranganath, director of the Dynamic Memory Lab at the University of California...
News Source: New Scientist on 2025-02-19
Apple unveils a souped-up and more expensive version of its lowest-priced iPhone...
Apple has released a sleeker and more expensive version of its lowest priced iPhone in an attempt to widen the audience for a bundle of artificial intelligence technology that the company has been hop...
News Source: ABC News on 2025-02-19
Microsoft wants to use generative AI tool to help make video games...
Using AI to produce footage of video games with a consistent world and rules could prove useful to game designers...
News Source: New Scientist on 2025-02-19