Data Science & Analytics

Level 1: Quick Reference

Core Capabilities

• Data Processing: Pandas 2.2.0, NumPy 1.26.0, Dask 2024.1.0
• Machine Learning: TensorFlow 2.20.0, PyTorch 2.9.0, Scikit-learn 1.7.2
• Visualization: Matplotlib 3.8.0, Seaborn 0.13.0, Plotly 5.17.0
• Statistics: SciPy 1.12.0, Statsmodels 0.14.0, Pingouin 0.8.0
• Big Data: Spark 3.5.0, Polars 0.20.0, Apache Arrow 14.0.0
• Experimentation: MLflow 2.9.0, Weights & Biases, Neptune

Quick Setup Examples