The Jupyter notebooks are accessible in various ways

• Online as static web pages
• Online for interactive usage with binder
• Local for interactive usage on the user's computer by cloning / downloading the repository from https://github.com/jimmyg1997/Python-Computational-Natural-Sciences
• Other online services (e.g. Google Colaboratory, Microsoft Azure, ...) provide environments for interactive execution of Jupyter notebooks as well. Local execution on your computer requires a local Jupyter/IPython installation.

Natural science is a branch of science concerned with the description, prediction, and understanding of natural phenomena, based on empirical evidence from observation and experimentation.

Natural science can be divided into two main branches: life science and physical science. Life science is alternatively known as biology, and physical science is subdivided into branches: physics, chemistry, Earth science, and astronomy.

The present notebooks cover fundamental aspects of physics, chemistry and biology. A focus is laid on a mathematical treatise. The discussion of the mathematical background is important to understand the underlying principles in a more general manner.

The areas of Biology covered will be :

• Multi-omics integration
• Proteomics
• Generative models
• Genomics
• Variant calling
• Gene expression
• Imaging and gene expression
• Predicting enhancers and regulatory regions
• Non-coding RNA
• Single-cell applications
• Population genetics
• Systems biology
• Neuroscience

The areas of Physics covered will be :

• Classical mechanics
  • Newton's laws of motion
  • Lagrangian mechanics
  • Hamiltonian mechanics
  • Kinematics
  • Statics
  • Dynamics
  • Chaos Theory
  • Acoustics
  • Fluid dynamics
  • Continuum mechanics
• Electromagnetism
  • Electrostatics
  • Electrodynamics
  • Electricity
  • Magnetism
  • Magnetostatics
  • Maxwell's equations
  • Optics
• Thermodynamics& statistical mechanics
  • Heat engine
  • Kinetic theory
• Quantum mechanics
  • Path integral formulation
  • Scattering theory
  • Schrödinger equation
  • Quantum field theory
  • Quantum statistical mechanics
• Relativity Special relativity
  • General relativity
  • Einstein field equations

The areas of Chemistry covered will be :

• Physical chemistry
• Organic chemistry
• Inorganic chemistry
• Analytical chemistry
• Biochemistry

• Electromagnetism
  • Optics : The study of how light behaves with mirrors (reflect light), lenses (bend light), prisms (seperate light)