Creates effective data visualizations, charts, dashboards, and reports across analytics, infrastructure monitoring, and ML domains. Covers library selection, UX design, and accessibility. Trigger...
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best...
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
Evaluates machine learning models for performance, fairness, and reliability using appropriate metrics and validation techniques. Covers training debugging, hyperparameter tuning, and production...
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Create timelapse videos from image sequences with frame rate control, transitions, and quality optimization.
Generate pivot tables from CSV/Excel with aggregations, filters, and automatic chart creation.
Auto-generate features with encodings, scaling, polynomial features, and interaction terms for ML pipelines.
Compare images with SSIM similarity scoring, pixel difference highlighting, and side-by-side visualization.
Extract frames from videos at specific timestamps or intervals, find best frames, and generate thumbnail grids for previews.
Quick classifier training with automatic model selection, hyperparameter tuning, and comprehensive evaluation metrics.
Explain ML model predictions using SHAP values, feature importance, and decision paths with visualizations.
Python machine learning with scikit-learn, PyTorch, and TensorFlow
Expert in JAX for high-performance numerical computing and machine learning