Do you have data but don’t know how to turn it into a powerful predictive model? I will help you handle everything from raw data to a fully trained, tested, and optimized Machine Learning (ML) or Deep Learning (DL) model.
Whether it's business data, healthcare, research data, or any project, I will make it ready, clean, analyzed, and modeled!
🎯 What’s Included in This Service:
✅ Data Handling & Management→ I will manage your data efficiently, no matter the format (CSV, Excel, SQL, etc.)
✅ Data Cleaning & Preprocessing→ Handling missing values, duplicates, incorrect entries, outliers, data formatting
✅ Feature Engineering & Transformation→ Encoding, normalization, scaling, new feature creation, dimensionality reduction
✅ Data Visualization & Analysis→ Explore your data trends, distributions, and correlations using Python (Matplotlib, Seaborn, Plotly)
✅ Machine Learning & Deep Learning Model Building→ ML: Classification, Regression, Clustering, Recommendation→ DL: Neural Networks
✅ Model Training, Tuning & Optimization→ Hyperparameter tuning, cross-validation, overfitting handling, early stopping
✅ Model Evaluation→ Accuracy, Precision, Recall, F1-Score, ROC curve, Confusion matrix & more
✅ Complete, Well-Documented Python Code→ Clean, structured, and beginner-friendly (Jupyter Notebook or .py script)
✅ Summary Report + Visualization (Optional)→ Key data insights, model performance, and recommendations
🚀 Tools & Libraries I Use:
Python (Pandas, NumPy, Scikit-learn, TensorFlow, Keras)
Matplotlib, Seaborn, Plotly for Visualization
Jupyter Notebook / Google Colab
📌 Project Limits:
✅ Dataset Size: Up to 2 Million Rows or 300 MB file size(For larger datasets, please get in touch with me first. )
✅ Model Complexity:Basic to Intermediate ML/DL models(For very advanced, multi-model systems, or NLP projects, message me first)
🔥 What You’ll Receive:
✔️ Cleaned & prepared dataset (if required)
✔️ Data visualization & analysis
✔️ Fully trained ML/DL model
✔️ Python code with comments
✔️ Performance evaluation report
✔️ Delivery in Jupyter Notebook / Python script format
✔️ Unlimited revisions
✔️ Fast & clear communication