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Machine learning & data science skills for AI agents
Data comes first here: analysis and visualisation Skills explore datasets, test hypotheses and build dashboards. Machine learning Skills fine-tune and evaluate models, train them across many GPUs and serve them, with smaller groups for computer vision, language and vector search.
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532 Skills
Showing Skills in Machine learning & data science.- 2.1k
2.1kpreference-optimization
wshobsonTurn preference feedback into a concrete training config.
Model fine-tuning
2.1kdata-visualization
owl-listener
Make your data clear with charts people can read.
Data visualization
2.1kcsv-data-summarizer
coffeefuelbump
Your CSV, explained with statistics and charts.
Data analysis
- 2.1k
checkpoint-promotion
wshobsonKnow whether your tuned checkpoint is ready to ship.
Model evaluation
- 2.1k
grpo-rlvr-training
wshobsonA checked training recipe for verifiable reasoning tasks.
Model fine-tuning
- 2.1k
trace-to-training-data
wshobsonTurn graded traces into curated training data.
Training data
- 2.1k
vision-sft
wshobsonConfigure a vision fine-tune that actually learns.
Model fine-tuning
- 2.1k
spark-memory-thermal-ops
wshobsonPlan memory headroom and catch thermal slowdowns.
ML training operations
- 2.1k
spark-training-gotchas
wshobsonCatch Spark training pitfalls before a long run.
ML training
+2 - 2.1k
spark-environment-setup
wshobsonA working training stack for your DGX Spark.
ML environment setup
+1 
2.1kaudit-xls
anthropics
Find formula errors before you trust your spreadsheet.
Spreadsheet auditing
2.1kllm-intelligent-public-opinion-analytics
reason-machines
Track trending topics with sentiment reports and alerts.
Public opinion analytics
+2- 2.1k
employee-performance-analytics-hr
reason-machines
Turn employee data into performance reports and charts.
HR analytics
- 2k
analytics-tracking-automation
reason-machines
Your website tracking, planned, verified, and published.
Web analytics
+1 
2kposthog-instrumentation
posthog
Add event tracking and feature flags to your code.
Analytics instrumentation
2kmapbox-geospatial-operations
mapbox
Choose the right tools for your geospatial questions.
Geospatial analysis
2kmachine-learning
mindrally
Build efficient machine learning code with JAX.
Machine learning
2kpudl
catalyst-cooperative
Find and understand the PUDL energy data you need.
Energy data analysis
PU+1
2kstatistical-analysis
k-dense-ai
Research statistics with uncertainty made clear.
Statistical analysis
2khuggingface-llm-trainer
huggingface
Fine-tune models on Hugging Face cloud GPUs.
Model training
+1
2kclinvar-database
google-deepmind
Find clinical evidence for variants in ClinVar.
Clinical genomics
+1
2knemo-automodel-distributed-training
nvidia
Choose a training strategy and the settings that fit.
Distributed training
2kanalytics-events
metabase
Track frontend interactions with typed analytics events.
Product analytics
Yes, on hardware you provide or a cloud you connect. Training Skills set up the run, watch it, and save the evidence so results can be compared.
No, but the Skills show their working: which test they ran, on what data and with what assumptions, so you can judge the result.
Under Research & science, with the other domain-science Skills. This category keeps general data analysis and machine learning.