PaaS
PaaS in Cloud Computing refers to Platform As A Service. This refers to any service which exposes application platform access without requirement for operating system administration.
Dictionary
padding
Padding is the practice of adding pixels around an input image to preserve its dimensions, while enabling a convolutional layer in a CNN model to be the same size as the actual input.
Pandas
Pandas is an open source library in Python. Pandas provides functions and tools to allow management of data structures and data analysis. Therefore Pandas library is particularly useful in data science, data engineering and machine learning. The official documentation of the pandas functions is available at: https://pandas.pydata.org/pandas-docs/stable/index.html. Pydata community is a member of the NumFocus ... Read more
Parallelization
Parallelization is the technique of dividing up processing tasks among multiple processors to scale up the performance of a software environment. Parallel CPU, NPU and GPU architectures achieve much higher performance than legacy serial execution logic circuits.
Parametric ML algorithm
Machine learning can be summarized as learning a function (f) that maps input variables (X) to output variables (Y), such as Y = f(x). An algorithm learns this target mapping function from training data. The form of the function is unknown, so our job as machine learning practitioners is to evaluate different machine learning algorithms ... Read more