Claude Skills for a Data Analyst — Page 6
TRL Language Model Trainer
Train and fine-tune transformer language models with TRL’s CLI for SFT, preference alignment, and reinforcement learning.
Agent Platform Model Registry Manager
Manage Agent Platform models, versions, and metadata from the gcloud CLI.
AlloyDB Database Manager
Manage AlloyDB clusters, instances, and backups with CLI, IaC, client-library, and MCP guidance.
Catheter Navigation Vascular Digital Twin
Turn CT angiography data into a patient-specific vascular digital twin for catheter-navigation workflows.
I4H Teleoperation Dataset Recorder
Record human demonstrations from keyboard, SO-ARM leader, or VR teleoperation into HDF5.
Extraction Pipeline Patterns
Master format detection, extraction, and fallback orchestration for 75+ file formats.
Portfolio Rebalancing Advisor
Detect allocation drift and propose tax-aware rebalancing trades with transaction costs in view.
Synthetic Brain MRI Generator
Generate synthetic brain MRI volumes through NVIDIA’s documented workflow.
TAO Video Reasoning Annotation Pipeline
Convert raw videos into chain-of-thought training data.
TAO VCN Sample Router
Routes visual-defect gap samples to eligible mining and synthetic-anomaly modules.
TAO NVDINOv2 Visual Representation Training
Train reusable visual features with label-free teacher-student distillation.
TAO RT-DETR Object Detection
Guides NVIDIA TAO workflows for training and deploying real-time RT-DETR detectors.
Hugging Face Local Evaluator
Run controlled inspect-ai or lighteval evaluations for Hugging Face Hub models on local hardware.
Sentence Transformers Training Assistant
Train retrieval, similarity, reranking, and sparse-search models with Sentence Transformers.
BigQuery Essentials
Manage BigQuery data with CLI commands and run SQL analysis.
Google Cloud Agentic Data Science Architect
Design and validate a multi-product Google Cloud architecture for agent-based data analytics and machine learning workloads.
PAIDF AnomalyGen
Fine-tune, generate, evaluate, and refine synthetic anomaly images.
CSV/Excel Deep Data Analysis Skill
Automatically extracts statistical features, data quality metrics, and anomalies, generating interactive HTML analysis reports.
PE Returns Sensitivity
Quickly test private-equity deal IRR and MOIC across entry, leverage, operating, exit, and timing assumptions.
Portfolio AI Readiness Scan
Find and rank the highest-leverage AI opportunities across a private-equity portfolio.
TAO Video Action Recognition
Train, evaluate, export, and run inference for RGB, optical-flow, and multi-stream video action models with NVIDIA TAO.
TAO Deformable DETR Object Detection
Guides end-to-end training, evaluation, export, quantization, and deployment of lightweight Deformable DETR detectors in NVIDIA TAO.
Transformers.js Inference Skill
Run Hugging Face models directly inside JavaScript applications.
BigQuery AI & ML Analysis Assistant
Write BigQuery SQL for forecasting, anomaly detection, driver analysis, and generative AI.