What are Deep Dives?#

These deep dives are a more theoretical in-depth introduction to various topics covered by Argilla. If you want a more snappy applied approach, take a look at our tutorials or our getting started! Are you unsure about our terminology, take a look here.

Features#

Datasets
Metrics
Queries

MLOps Steps#

๐Ÿท Labelling
๐Ÿ’ช๐Ÿฝ Training
๐Ÿ‘จ๐Ÿฝโ€๐Ÿ’ป Deploying
๐Ÿ“Š Monitoring

NLP Tasks#

๐Ÿ“•๐Ÿ“— TextClassification
๐Ÿˆด๐Ÿˆฏ๏ธ TokenClassification
๐Ÿ‘จ๐Ÿฝ๐Ÿ’ฌ TextGeneration

Libraries#

Libraries

Techniques#

๐Ÿผ Basics
๐Ÿ‘จ๐Ÿฝโ€๐Ÿซ Active Learning
๐Ÿ‘ฎ Weak Supervision
๐Ÿ”Ž Explainability and bias
๐Ÿ”ซ Few-shot classification