I will build custom machine learning, ai models

Sommige informatie wordt in het Engels weergegeven.

India

Ik spreek Engels

14 bestellingen voltooid

I specialize in building custom machine learning models for tasks like NLP, computer vision, anomaly detection, and forecasting, creating Python trading bots compatible with any broker, and crafting...
Over deze dienst

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.

Expertise:

Afbeeldingenverwerking

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Beslissingsbomen

Programmeertaal:

Python

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Colab

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MLflow

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Scala

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Julia

Frameworks:

Scikit-learn

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DeepPy

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Google ML Kit

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keras

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PyTorch

API's:

Microsoft Computer Vision AI

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Amazon Rekognition

Tools:

Jupyter-notitieboek

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opencv

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OpenNN

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tensorflow

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MLflow

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SimpleCV

Andere Data science en ML diensten die ik aanbied