ml-pipelines

Plugin ml-pipelines from marketplace carto-workflows-assistant in CartoDB/workflows-assistant. Commands read from the repo's manifest — 1 month ago.

Skills (18)

• build-carto-workflow

  How to write, validate, and upload CARTO Workflows

• carto-cli

  How to use the CARTO CLI to interact with the platform

• composite-scoring

  Guides the user through building composite score workflows when they ask about composite scores, indexes, multi-variable scores, ranking areas, site scoring, market potential, resilience indexes, risk indexes, weighted scores, PCA, or supervised/unsupervised scoring.

• enriching-local-api-info

  How to enrich component notes and input type documentation served by the local workflows-api

• find-tables

  How to find available tables via the CARTO CLI

• geocoding

  Builds geocoding workflows in CARTO that convert street addresses or place names into geographic coordinates. Triggers when the user mentions geocoding, address to coordinates, address resolution, geolocate addresses, "add geometry from addresses", lat/lon from address, place name to point, address

• geographically-weighted-regression

  Builds Geographically Weighted Regression (GWR) workflows in CARTO. Triggers when the user mentions GWR, geographically weighted regression, spatially varying relationships, local regression, local coefficients, spatial regression, "what drives X in different areas", "why do prices vary spatially",

• hotspot-analysis

  Builds Getis-Ord Gi* hotspot analysis workflows in CARTO. Triggers when the user mentions hotspots, coldspots, spatial clusters, Getis-Ord, Gi*, cluster detection, concentration areas, "where do X cluster", spacetime hotspot, temporal clusters, time-varying patterns, hotspot trends, emerging hotspot

• map-visualization

  Tips and useful information when an user wants to visualize in a map as result

• ml-pipelines

  Guides building ML pipelines in CARTO Workflows when the user wants to train a model, predict, classify, forecast, or do regression. Triggers on machine learning, ML, prediction, classification, regression, forecasting, churn, predict, train model, BigQuery ML, Snowflake ML, BQML, ARIMA, time series

• render-workflow-diagram

  Renders a CARTO Workflow JSON as a Unicode box-art DAG diagram in the terminal

• routing-od-analysis

  Builds routing and origin-destination analysis workflows in CARTO. Triggers when the user mentions routing, route calculation, travel time, travel distance, OD matrix, origin-destination, isoline, isochrone, isodistance, catchment area, reachable area, drive time polygon, walk time polygon, service

• session-wrapup

  How to gather everything for future learnings

• site-selection

  Builds site selection and cannibalization analysis workflows in CARTO. Triggers when the user mentions site selection, cannibalization, cannibalizing, new store location, where to open, optimal location, facility placement, network impact, overlapping catchments, twin areas, similar locations, look-

• spatial-autocorrelation

  Builds Moran's I spatial autocorrelation workflows in CARTO. Triggers when the user mentions spatial autocorrelation, Moran's I, spatial dependency, spatial correlation, spatial outliers, HH HL LH LL quadrants, high-high clusters, low-low clusters, spatial weight matrix, "is there clustering", "are

• spatial-enrichment

  Guides the user through spatial enrichment workflows -- triggered by requests to enrich, add demographics, estimate population around locations, compute spatial features, sociodemographic analysis, "what's around" queries, buffer/isochrone + join patterns, or trade area enrichment.

• territory-planning

  Builds territory planning workflows in CARTO combining territory balancing and location allocation. Triggers when the user mentions territory balancing, territory planning, sales territories, service zones, workload distribution, balanced territories, location allocation, facility placement, optimal

• trade-area-analysis

  Builds trade area and catchment analysis workflows in CARTO. Triggers when the user mentions trade area, catchment area, isochrone, site selection, where to open, best location, billboard, OOH, audience targeting, drive time, walk time, coverage area, commercial hotspot, site scoring, location ranki

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