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Data Visualization
2 posts tagged Data Visualization.
Exploratory Data Analysis
Exploratory Data Analysis(EDA) is the process of understanding and studying the data in detail to discover patterns, spot anomalies and outliers to maximize the insights we derive from the data set. We use data visualization techniques to recognize patterns and draw inferences that are not readily visible in the raw data.
1 min readData Visualization
Q-Q plot — Ensure Your ML Model is Based on the Right Distribution
Q-Q plots are also known as Quantile-Quantile plots. As the name suggests, they plot the quantiles of a sample distribution against quantiles of a theoretical distribution. Doing this helps us determine if a dataset follows any particular type of probability distribution like normal, uniform, exponential
1 min readData Visualization