Spectroscopy Data Analysis
Project Description
I performed normalization and standardization on a dataset consisting of various concentrations. Normalization scaled the data to a similar range across all concentrations, ensuring they all fell within a common range. Standardization transformed the data to have a mean of zero and a standard deviation of one, making it easier to compare and analyze the concentrations on a standardized scale. After these preprocessing steps, I plotted the graphs to visualize the distribution and patterns in the normalized and standardized concentration data, facilitating easier interpretation and comparison of the data points behaviors.
Standardized Data
Normalized Data
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muhammad.nasir.q.100@gmail.com or muhammad.nasir.q.156@gmail.com
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