Associate Data Analytics
Tasks
- Build data pipelines
- Catalog and document data sources
- Collaborate on ML deployment options
- Conduct hypothesis testing
- Create data visualizations
- Design data collection procedures
- Discover insights using quantitative techniques
- Evaluate model bias
- Evaluate model fairness
- Model business problems
- Perform classification
- Perform prediction
- Perform statistical analysis
- Plan data collection strategies
- Run A/B testing
- Run clustering analysis
- Run dimensionality reduction
- Test models with cross validation
- Train machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Bias and fairness | Component analysis | Cross-validation | Data Mining | Data Pipelines | Data Visualization | Hierarchical Clustering | MLOps | Machine Learning | Model Testing | Predictive Analytics | Prescriptive Analytics | Principal Component Analysis | Python | Statistical Analysis | T-SNE
Education
Roles
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