What is X-Ray, EM waves

Compton Scattering

Photoelectric effect (X-Ray Interaction)

Ionization Radiation

Particulate Radiation

Half Value Layer

Rayleigh Scattering

Characteristic Radiation and Auger Electron

Interaction of Particulate radiation with Matter

Recap of X-Ray generation

Quantifying amount of Energy deposited in Body |Fluence| Flux | Energy Fluence | KERMa |

Bremsstrahlung (breaking) radiation

Electron Binding Energies and Structure of atom

How is X-Ray image formed? |Linear attenuation coefficient |, |mass attenuation coefficients|

Interaction of X-Ray with Body

XPECTO 2023 | IIT MANDI | TECH FEST

Install R 4.2

Data Visualization with ggplot2 |Line graph | timeseries | Stocks | Reshape

Data Visualization with ggplot | Multiple Barplots | histogram

Data Visualization using ggplot2 | Scatter/Point plots | bar plots

Functionals in R | apply | lapply | sapply | tapply | mapply | Vectorize |

User Defined Functions in R | Jupyter | Return | Global Variables

Dplyr Package and functions in R | Select | Filter | Arrange | Groupby | Pipe | tictoc Package

If Else | For | While | Repeat | Logical Operators |Control Structures in R

Matrices in R | Create Matrix | Access elements | Convert Dimensions | Transpose | Libraries

Data Frames | Access the elements | Filter | Sort columns | Split | Missing Values |

Reading From File | Lists | Variables

Vector Functions and Vectorization in R | Factor | Rep | Plot | Histogram | Sort | Order | Rank

Basics of R | Data Types | Operators | Functions | Vectors

Install R and Link with Jupyter Notebook | Jupyter Interface | Markdown