I will build custom machine learning, ai models
About this Gig
Custom Machine Learning Model Service
I provide a range of machine learning solutions, including:
- Model Types: Linear Regression, Logistic Regression, Decision Trees, Random Forest, Gradient Boosting, SVM, Neural Networks, XGBoost, LSTM.
- Data Preprocessing: Handling missing values, feature scaling, encoding, outlier detection, data augmentation, advanced imputation.
- Feature Engineering: Basic and advanced feature creation, selection, dimensionality reduction (e.g., PCA), custom features.
- Hyperparameter Tuning: Grid Search, Random Search, Bayesian Optimization, Hyperband.
- Model Training: Training, validation, testing with cross-validation, ensemble methods.
- Evaluation Metrics: Accuracy, Precision, Recall, F1-Score, MSE, ROC-AUC, Confusion Matrix, custom metrics.
- Deployment: Basic scripts (e.g., Flask API), deployment-ready models (e.g., Docker, cloud).
- Post-Deployment Support: 1 month of monitoring, maintenance, updates.
Why Choose Me:
- Experienced Data Scientist: Proven track record in developing and deploying machine learning models.
- High-Quality Solutions: Accurate, efficient, and reliable models.
- Personalized Service: Clear communication, timely delivery, tailored solutions.
Programming language:
Python
•
Colab
•
MLflow
•
Scala
•
Julia
Frameworks:
Scikit-learn
•
DeepPy
•
Google ML Kit
•
Keras
•
PyTorch
Other Data Science & ML Services I Offer
FAQ
What types of machine learning models do you offer?
I offer a variety of models including Linear Regression, Logistic Regression, Decision Trees, Random Forest, Gradient Boosting, Support Vector Machines, Neural Networks, XGBoost, and LSTM.
How do you evaluate model performance?
I evaluate models using metrics such as Accuracy, Precision, Recall, F1-Score, Mean Squared Error, ROC-AUC, and Confusion Matrix, along with custom metrics as needed.
Can you work with my specific dataset?
Yes, I can work with your provided dataset and tailor the model to meet your specific requirements and objectives.
Can you create a custom dataset for my project?
Yes, I can create a custom dataset tailored to your specific needs. This involves data collection from various sources, data cleaning, and preprocessing to ensure the dataset is suitable for training a high-quality machine learning model.
