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diff --git a/tutorials/module_4/4.4 Statistical Analysis.md b/tutorials/module_4/4.4 Statistical Analysis.md index de6de07..1112ca8 100644 --- a/tutorials/module_4/4.4 Statistical Analysis.md +++ b/tutorials/module_4/4.4 Statistical Analysis.md @@ -42,9 +42,16 @@ Pandas also includes several built-in statistical tools that make it easy to ana Great, so we ## Statistical Distributions Normal distributions - +<img src="image_1761513820040.png" width="650"> - Design thinking -> Motorola starting Six sigma organization based on the probability of a product to fail. Adopted world wide. +- Statistical analysis of data. + +## Spectroscopy +### Background +Spectroscopy is the study of how matter interacts with electromagnetic radiation, including the absorption and emission of light and other forms of radiation. It examines how these interactions depend on the wavelength of the radiation, providing insight into the physical and chemical properties of materials. In simple terms, spectroscopy helps us understand what substances are made of and how they behave when exposed to energy. + +In engineering applications, spectroscopy is a powerful diagnostic and analysis tool. It can be used for material identification, such as how NASA determines the composition of planetary surfaces and atmospheres. It’s also applied in combustion and thermal analysis, where emission spectroscopy measures plasma temperatures and monitors exhaust composition in rocket engines. These applications allow engineers to better understand material behavior under extreme conditions and improve system performance and efficiency. ## Problem: Spectroscopy -Let's + |