Spacy
SP01 - Spacy Linguistic Features
Complexity
Junior
Timeframe
Summary
You should be able to use the linguistic features of spacy.
Skill Breakdown
You should understand how to perform the following tasks in spacy:
- part-of-speech tagging
- analyzing morphological features
- lemmatization
- dependency parsing
- named entity recognition
- entity linking
- tokenization (including merging and splitting)
- sentence segmentation
Required Resources
Spacy Docs:
Optional Resources
There are currently no optional resources for this skill.
SP02 - Spacy Rule-based matching
Complexity
Junior
Timeframe
Summary
You should be able to do rule-based matching in spacy.
Skill Breakdown
You should be able to use the following rule-based matching features in spacy:
- token-based matching
- phrase matching
- dependency matching
- rule-based entity recognition
- rule-based span matching
You should know how to combine models and rules.
Required Resources
Spacy Docs:
Optional Resources
There are currently no optional resources for this skill.
SP03 - Spacy Processing Pipelines
Complexity
Junior
Timeframe
Summary
You should be able to use processing pipelines in spacy.
Skill Breakdown
You should know how to use the built-in pipelines.
You should know how to construct your own pipeline out of components.
You should know how to create custom pipeline components.
Required Resources
Optional Resources
There are currently no optional resources for this skill.
SP04 - Spacy Embeddings & Transformers
Complexity
Junior
Timeframe
Summary
You should know how to work with embeddings and transformers in spacy.
Skill Breakdown
You should know how to work with embeddings and transformers in spacy.
Required Resources
Optional Resources
There are currently no optional resources for this skill.