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Extracting Nouns and Noun Chunks (SpaCy and Python Tutorial for DH 06)
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Classroom Contents
SpaCy for Digital Humanities with Python
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- 1 Introduction to SpaCy and Cleaning Data (SpaCy and Python Tutorials for DH - 01)
- 2 How to Install SpaCy and Models (Spacy and Python Tutorial for DH 02)
- 3 How to Separate Sentences in SpaCy (SpaCy and Python Tutorials for DH - 03)
- 4 Spacy and Named Entity Recognition NER (Spacy and Python Tutorial for DH 04)
- 5 Finding Parts of Speech (SpaCy and Python Tutorial for DH 05)
- 6 Extracting Nouns and Noun Chunks (SpaCy and Python Tutorial for DH 06)
- 7 Extracting Verbs and Verb Phrases (SpaCy and Python Tutorial for DH 07)
- 8 Lemmatization: Finding the Roots of Words (Spacy and Python Tutorial for DH 08)
- 9 Data Visualization with DisplaCy (Spacy and Python Tutorial for DH 09)
- 10 Customizing DisplaCy Render Data Visualization (Spacy and Python Tutorial for DH 10)
- 11 Finding Quotes in Sentences (SpaCy and Python Tutorial for DH 11)
- 12 Introduction to Named Entity Recognition (NER for DH 01)
- 13 Machine Learning NER with Python and spaCy (NER for DH 03 )
- 14 How to Use spaCy's EntityRuler (Named Entity Recognition for DH 04 | Part 01)
- 15 How to Use spaCy to Create an NER training set (Named Entity Recognition for DH 04 | Part 02)
- 16 How to Train a spaCy NER model (Named Entity Recognition for DH 04 | Part 03)
- 17 Examining a spaCy Model in the Folder (Named Entity Recognition for DH 05)
- 18 What are Word Vectors (Named Entity Recognition for DH 06)
- 19 How to Generate Custom Word Vectors in Gensim (Named Entity Recognition for DH 07)
- 20 How to Load Custom Word Vectors into spaCy Models (Named Entity Recognition for DH 08)
- 21 Getting the Data for Custom Labels (Holocaust NER for DH 09.01)
- 22 How to Add a Custom NER Pipe in spaCy and a Custom Label (NER for DH 09.02 )
- 23 How to Training Custom Entities into spaCy Models (Named Entity Recognition for DH 09 03) - spaCy 2
- 24 How to Add and Place Pipes from other Models into a New Model (NER for DH 09 04)
- 25 How to Add Custom Functions to spaCy Pipeline (NER for DH 09.05)
- 26 Precision vs. Recall and Adding PERSON to Holocaust NER Pipeline (Named Entity Recognition DH 09.06)
- 27 Finalizing the Holocaust NER Pipeline (Named Entity Recognition for DH 09.07)
- 28 Classical Latin Named Entity Recognition (NER for DH 10.01)
- 29 How to Package spaCy Models (Even with Custom Factories) (NER for DH 11)
- 30 How to Add a Pipe in SpaCy 3x (SpaCy 3x Tutorials)
- 31 How to Add Cutom Names to Pipes and Position them in a Pipeline in spaCy 3x SpaCy 3x Tutorials
- 32 How to Add Custom Factories with Language component in spaCy 3x (SpaCy 3x Tutorials)
- 33 How to Convert spaCy 2x Training Data to 3x (Named Entity Recognition in spaCy Tutorials)
- 34 How to Create a Config.cfg File in spaCy 3x for Named Entity Recognition (NER)
- 35 How to Train an NER Model in spaCy 3x
- 36 How to Structure an Informal NER Test with spaCy 3 (Named Entity Recognition Tutorials)
- 37 How to Structure a Formal Test with Confusion Matrix in spaCy 3 for NER Models (NER for DH)
- 38 How to package a spacy model with custom component or factory
- 39 How to Create and Add an EntityRuler in spaCy 3
- 40 How to Load Custom Word Vectors into a spaCy Model
- 41 Adding ENT_TYPE patterns into an EntityRuler in spaCy
- 42 The EASIEST! way to do Text Classification with spaCy and Classy Classification
- 43 How to Easily Add a Coreference Resolution Model into a spCy Pipeline with Crosslingual Coreference
- 44 Weak Supervision NLP with spaCy and Skweak
- 45 How to Extract Prepositional Phrases from Texts using spaCy - Bonus Content (Intro to Set_Extension)
- 46 How to Serialize (Save) spaCy Doc Containers to Disk with DocBin and Pickle
- 47 The Easiest Way to do Coreference Resolution with spaCy with spaCy-Experimental
- 48 When to use NER, EntityRuler, SpanCat, or SpanRuler in spaCy
- 49 LatinCy | How to use spaCy for Latin NLP in Python #nlp #spacy
- 50 SpanCat with spaCy on Real Data | Part 01 - The Project and Cultivating Data for Annotation
- 51 How to Prepare Annotations in Prodigy for Training a SpanCat Model in spaCy (Part 2 | SpanCat) #nlp
- 52 Training a spaCy SpanCat Model to Annotate in Texts more quickly in Prodigy | SpanCat 03
