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I will develop machine learning models in python for classification and regression
Python Data Science and ML Developer
I'm Muhammad Ahmad, a Python Developer & Data Specialist. I build custom web scraping scripts using BeautifulSoup, Selenium, and Scrapy to extract data from any site. I clean messy datasets with Panda...
À propos de ce service
Turn Your Data into Predictions with Custom Machine Learning Models
Hi, I'm Mahmad a Python Developer and IBM-certified Machine Learning specialist. I build accurate, explainable models that help businesses forecast sales, classify customers, and uncover insights.
WHAT I BUILD
CLASSIFICATION Spam detection, churn prediction, customer segmentation
REGRESSION Sales forecasting, price prediction, demand estimation
FORECASTING Time series, inventory planning, financial predictions
CUSTOM MODELS Any supervised learning problem
️ MY TOOLKIT
Python Scikit-learn Pandas NumPy XGBoost Matplotlib Seaborn
Feature Engineering Hyperparameter Tuning Model Evaluation Cross-Validation Explainable AI
YOU WILL RECEIVE
️ Trained, tested & optimized ML model
️ Clean, documented Python code
️ Performance metrics (accuracy, precision, recall, F1, RMSE)
️ Visualizations (confusion matrix, feature importance)
️ Clear explanation no black boxes
️ Guidance on using the model
WHY CHOOSE ME?
IBM CERTIFIED Machine Learning with Python, Applied Data Science Capstone
COMPUTER SCIENCE BACKGROUND I understand algorithms deeply
FAST TURNAROUND 2-4 days delivery
Message me before ordering
Langage de programmation:
Python
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MATLAB
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SQL
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Colab
Mon portfolio
FAQ
What information do you need to start?
Please provide: 1) Your dataset (CSV/Excel/JSON), 2) A description of the problem (what you want to predict), 3) Target column (what we're predicting), 4) Any specific requirements. I'll review and confirm feasibility.
Can you handle large datasets?
Yes! My STANDARD and PREMIUM packages are designed for larger datasets. For very large data (100k+ rows), please message me for a custom quote.
Will you explain the model results to me?
Absolutely. I provide clear explanations of performance metrics, feature importance, and what the model is doing. No black boxes – you'll understand your model.
Do you provide the Python code?
Yes, all packages include the full Python code with comments. You can run it yourself or modify it later.
What if my data is messy?
I include basic data cleaning and preprocessing in all packages. For heavily messy data, consider my Data Cleaning gig first, or choose PREMIUM which includes advanced preprocessing.
Can you build a model for time series forecasting?
Yes! I have experience with forecasting models for sales, demand, and financial data. Message me with your specific needs.
How do I know the model is accurate?
I provide thorough evaluation metrics: accuracy, precision, recall, F1 for classification; RMSE, MAE, R² for regression. I also show confusion matrices and prediction vs actual plots.
