Sales Prediction Using Neural Networks
Budget: $250 – $750 USD
I'm seeking an experienced Data Scientist or Machine Learning Engineer with a proven track record working with tabular data.
The primary goal of this project is to leverage historical sales data to build a neural network-based prediction segmentation models for forecasting sales.
Key Requirements:
- Proven experience in working with tabular data
- Expertise in building and deploying neural network models
- Implement the models into Azure as stand-alone applications
Experience:
- Expertise in cleaning, preprocessing, and transforming tabular data.
- Experience in feature engineering to extract meaningful features from raw data.
- Knowledge of model evaluation metrics and techniques (e.g., cross-validation, ROC-AUC, precision-recall).
- Experience with deep learning frameworks such as TensorFlow, Keras, or PyTorch.
We will start with three small (paid) projects that will serve as milestones to test our compatibility and working relationship for the long term.
The primary goal of this project is to leverage historical sales data to build a neural network-based prediction segmentation models for forecasting sales.
Key Requirements:
- Proven experience in working with tabular data
- Expertise in building and deploying neural network models
- Implement the models into Azure as stand-alone applications
Experience:
- Expertise in cleaning, preprocessing, and transforming tabular data.
- Experience in feature engineering to extract meaningful features from raw data.
- Knowledge of model evaluation metrics and techniques (e.g., cross-validation, ROC-AUC, precision-recall).
- Experience with deep learning frameworks such as TensorFlow, Keras, or PyTorch.
We will start with three small (paid) projects that will serve as milestones to test our compatibility and working relationship for the long term.
Related categories:
Machine Learning (ML)
Data Mining
Big Data Sales
Statistical Analysis
Deep Neural Network