I will do scientific data analysis and programming in python
About this Gig
Are you a researcher, student, or professional dealing with complex datasets, experimental results, or mathematical models? Extracting accurate insights requires more than just basic spreadsheets, it requires rigorous scientific programming.
With a strong academic background in exact sciences, I specialize in advanced statistical analysis, parameter estimation, and curve fitting. I don't just run basic functions; I understand the mathematics behind the code to ensure your results are mathematically consistent and highly precise.
Here is what I can do for you:
- Curve Fitting & Modeling: Linear and non-linear fitting for physical, mathematical, or experimental datasets.
- Advanced Statistical Analysis: Parameter inference, Bayesian analysis, and MCMC implementations, including Metropolis-Hastings.
- High-Quality Visualization: Publication-ready 2D/3D plots, confidence contours, and accurate error bar representations.
My Toolkit:
- Python: NumPy, SciPy, Matplotlib.
- Advanced Libraries: getdist (for precise sample analysis, best-fit extraction, and custom contour)
- Mathematica: For analytical solutions and complex algebraic manipulations.
Programming language:
Python
Technology:
Excel
•
Jupyter Notebook
Analysis Type:
Statistical Analysis
•
Regression Analysis
Expertise:
Algorithms
•
Math
•
Statistics
•
Monte Carlo simulation
Tools:
Google Colab

