II.
LibrarySkill overview
Reference · livelib-skill:data-science-ml--ray-distributed-trainer
ray-distributed-trainer overview
Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.
Attributes
displayName
ray-distributed-trainer
description
Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.
libraryPath
library/specializations/data-science-ml/skills/ray-distributed-trainer/SKILL.md
specialization
data-science-ml
contentSummary
# ray-distributed-trainer
## Overview
Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management across clusters.
## Capabilities
- Ray Train for distributed training
- Ray Tune for hyperparameter search at scale
- Cluster resource manag
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow1
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
lib_involves_role2
- role:ml-engineer·RoleMachine Learning Engineer
- role:ml-ops-engineer·RoleMLOps Engineer
lib_requires_skill_area2
- skill-area:machine-learning-frameworks·SkillAreaMachine Learning Frameworks
- skill-area:hyperparameter-tuning-experiment-management·SkillAreaHyperparameter Tuning and Experiment Management
Incoming edges
None.