Claude Skills for a Data Scientist / ML — Page 33
Azure Skill Creator
A disciplined guide for building concise, verifiable Azure SDK skills for coding agents.
Speech Generation
Turn text into reusable spoken audio through the OpenAI Audio API.
Healthcare Claims Fraud Screening
Turn Medicare and Medicaid claims into ranked, auditable investigation referrals.
DeepStream Vision Model Importer
Automates object-detection model import, benchmarking, and reporting for NVIDIA DeepStream.
DeepStream Pipeline Profiler
Measure DeepStream pipelines and derive performance-focused configurations.
DOCA Device Emulation Development
Guides developers in building custom PCIe devices on BlueField whose backend runs on the DPU and is visible to the host.
DOCA DPA Host-Side Development
Guides BlueField host programs through DOCA DPA loading, launch, capability checks, and debugging.
DOCA PCC ZTR RTTCC Congestion Control
Deploy, tune, and validate NVIDIA’s RoCE RTT congestion-control reference algorithm on BlueField-3.
NeMo MBridge Long-Context MoE Training
Practical Megatron Bridge guidance for sizing parallelism, managing memory, and preserving throughput in long-context MoE training.
NV-Generate Medical Imaging VAE Fine-Tuning
Fine-tune the NV-Generate-CTMR MAISI VAE on CT or MRI NIfTI training volumes.
Hugging Face GPU Fine-Tuning
Build reproducible Hugging Face fine-tuning pipelines on local NVIDIA GPUs.
TAO Image Referring Expression Pipeline
Turns images and KITTI boxes into grounded referring-expression annotations.
TAO Skill Bank Capability Discovery
Query TAO Skill Bank workflows, models, platforms, and AutoML support from packaged manifests.
TAO PyT Image Classification
Train, evaluate, optimize, and deploy PyTorch image classifiers with NVIDIA TAO.
TAO MAE Vision Pretraining
Guides NVIDIA TAO through masked-autoencoder pretraining and fine-tuning for visual representations.
TAO OCRNet Scene Text Recognition
Train and deploy NVIDIA TAO OCRNet models for cropped text recognition.
TAO Optical Inspection Training
Train and deploy Siamese-network models for manufacturing defect inspection.
TAO Visual ChangeNet Inspection
Train paired-image classifiers and change-segmentation models for PCB defect inspection.
Hugging Face LLM Trainer
Train, fine-tune, and preserve models on Hugging Face cloud GPUs.
TRL Language Model Trainer
Train and fine-tune transformer language models with TRL’s CLI for SFT, preference alignment, and reinforcement learning.
Data Manager API Setup Assistant
Set up local authentication and client libraries for the Data Manager API.
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.
Gemini Interactions API Guide
Build stateful, multi-turn Gemini interactions on Google Agent Platform.