I will do data analysis with machine learning models using python

Sommige informatie wordt in het Engels weergegeven.

Nida Iqbal

Pakistan

Ik spreek Urdu, Engels

6 bestellingen voltooid

Data analysis, Python Machine learning models, SPSS

Hi, I'm Nida Iqbal . I'm expert in data analysis and statistics. I have a strong grip on SPSS and Python-based machine learning models. If you are looking for a dedicated and professional data analysi...

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Over deze dienst

I am a mathematician and machine learning expert who specializes in studying climate data (historical, observed, and projected GCM/CMIP6 data). My work focuses on developing trustworthy machine learning pipelines for prediction, downscaling, and forecasting.

What I Offer

Data cleaning, preprocessing, and exploratory analysis
Feature engineering and variable importance analysis
Building and comparing multiple ML models (XGBoost, SVM, ANN, Random Forest, etc.)
Bias correction (linear, quantile mapping, delta methods, ML-based)
Downscaling climate projections for local/regional scales
Ensemble modeling (Arithmetic Mean, IWM, etc.)
Forecasting future climate impacts (e.g., temperature, rainfall, yield prediction)
Advanced visualizations (Taylor diagrams, box plots, time-series trends, spatial maps

Why Choose Me?

Strong academic background in Mathematics and Data Science
Experience with CMIP6, ECMWF, ERA5, and observational climate datasets
Skilled in Python (Scikit-learn, TensorFlow, XGBoost, Pandas, Matplotlib, Seaborn)
Research-oriented approach ideal for projects, publications, or business insights

If you have specific requirements, feel free to contact me before placing an order.

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