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I will build predictive machine learning models
Certified Data Scientist with skills in Python Excel SQL and ML
Hi, I'm Reda El Gadida, a certified data scientist from Morocco with 15 months of intensive ALX training.
I specialize in data cleaning, analysis, and machine learning using Excel, SQL, and Python in...
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
I design and train models in Python (Scikit-learn, XGBoost, Random Forest, Logistic Regression, Clustering) to help you classify customers, predict outcomes, and uncover patterns.
Deliverables include a clean dataset, trained model, evaluation metrics, and visualizations.
What I offer:
- Data cleaning & preprocessing
- Classification, regression, clustering models
- Model comparison & tuning
- Accuracy reports (precision, recall, F1-score)
- Visuals: confusion matrix, feature importance, ROC curves
- Jupyter Notebook & documentation
Important Note on Package Fields:
- Survey questions = features/variables analyzed
- Respondents analyzed = dataset rows
- Insights summary = evaluation report
- Visualize results = charts/plots
- Free text analysis = NLP (optional)
- Question writing = not included
Get fast, clear, and reliable ML models tailored to your business or research needs.
Note on Respondents analyzed field:
Field limited to a maximum of 1,000.
In this gig, each unit is treated as 1,000 rows of data.
If your dataset is larger or has special requirements, please contact me first so I can confirm the best package.
My Portfolio
FAQ
Is the data I share with you secure?
Absolutely. Your data is 100% confidential and never shared. I can sign an NDA if requested for additional assurance.
What type of machine learning models do you build?
I build models for classification, regression, clustering, and predictive tasks using Scikit-learn in Python. Examples include logistic regression, decision trees, random forest, KNN, and SVM
What file formats do you accept?
I accept CSV, Excel (.xlsx), and JSON files. If you’re unsure, feel free to message me first.
Will I get the source code and notebook?
Yes, you’ll receive a clean, commented Jupyter Notebook with all steps and code used in the model-building process.
What if my dataset has more than 500 000 rows or 30 features?
Please message me first. I’ll review your dataset and provide a custom offer tailored to your needs.
