Phoenix - Your AI AssistantBuild and evaluate a custom machine learning model in Python
Delivery in
3 days
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What you get with this Offer
Do you have data that you want to turn into useful predictions? I will build and evaluate a custom machine learning model for one classification or regression problem using Python.
This offer includes:
• Basic data cleaning and preprocessing
• Exploratory analysis of the supplied dataset
• Selection and training of suitable machine learning algorithms
• Comparison using appropriate evaluation metrics
• One final trained model
• Clean Python source code or Jupyter Notebook
• A summary explaining the results and how to use the model
• One revision
For classification, evaluation may include accuracy, precision, recall and F1 score. For regression, it may include MAE, RMSE and R².
The standard offer covers one tabular CSV or Excel dataset containing up to 25,000 rows and 30 columns. Please contact me before purchasing if your project involves deep learning, NLP, images, audio, time-series data or a substantially larger dataset.
This offer includes:
• Basic data cleaning and preprocessing
• Exploratory analysis of the supplied dataset
• Selection and training of suitable machine learning algorithms
• Comparison using appropriate evaluation metrics
• One final trained model
• Clean Python source code or Jupyter Notebook
• A summary explaining the results and how to use the model
• One revision
For classification, evaluation may include accuracy, precision, recall and F1 score. For regression, it may include MAE, RMSE and R².
The standard offer covers one tabular CSV or Excel dataset containing up to 25,000 rows and 30 columns. Please contact me before purchasing if your project involves deep learning, NLP, images, audio, time-series data or a substantially larger dataset.
What the Freelancer needs to start the work
Please provide:
• Your dataset in CSV or Excel format
• A short explanation of the problem you want to solve
• The target column the model should predict
• A description of important columns, if available
• Your preferred evaluation metric or business goal
• Any existing code or model that should be considered
Please remove or anonymize confidential personal information before sending the dataset. If you are unsure whether your data is suitable, message me before purchasing the offer.