R Packages
R Packages are collections of functions, data, and documentation that extend the capabilities of base R. They are a fundamental part of the R programming language and provide a way for users to share and reuse code. R Packages can be installed from various sources, including the Comprehensive R Archive Network (CRAN), GitHub, and Bioconductor. They are typically organized around a specific theme or purpose, such as data visualization, statistical modeling, or machine learning. R Packages can be developed by anyone and are often open source, allowing for collaboration and community contributions. They are an essential tool for data scientists and analysts who use R for their work, as they provide a way to easily access and use specialized functions and tools.
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- Measurable Values: Measurable values refer to the quantitative data that can be measured and analyzed in data science. These values are typically numerical and can be collected through various methods such as surveys, experiments, or sensors. Measurable value ... Read More >>
- Activation Functions: Activation functions are mathematical functions that are used in artificial neural networks to introduce non-linearity to the output of a neuron. They are applied to the weighted sum of inputs and biases of a neuron to produce its output. T ... Read More >>
- Overfitting: Overfitting is a common problem in machine learning where a model is trained too well on the training data and starts to memorize it instead of learning the underlying patterns. This results in a model that performs well on the training dat ... Read More >>
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