II.
SkillArea overview
Reference · liveskill-area:time-series-analysis
Time Series Analysis overview
Analyzing temporally ordered data - seasonality, trends, forecasting, anomaly detection, windowing, and temporal validation design.
Attributes
displayName
Time Series Analysis
description
Analyzing temporally ordered data - seasonality, trends, forecasting,
anomaly detection, windowing, and temporal validation design.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to1
- domain:data-science·DomainData Science
requires_skill_area1
- skill-area:data-analysis·SkillAreaData Analysis
Incoming edges
contains1
- specialization:precision-agriculture·SpecializationPrecision Agriculture
lib_requires_skill_area1
- lib-skill:data-science-ml--time-series-analysis·LibrarySkilltime-series-analysis
prerequisite_for_learning1
- skill-area:data-analysis·SkillAreaData Analysis
requires_skill_area1
- stack-profile:time-series-analytics·StackProfileTime-Series Analytics Stack (InfluxDB, Grafana, Telegraf, Python, Go)