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Introduction to Spacy
Overview of Spacy
How to Get Queries Resolved
Download Resources
Common Use Cases
Introduction to Spacy Models
What happens inside Spacy Models
Install Spacy and Models
Linguistic Features
Data structures in Spacy
Data structures in Spacy - Make a doc from scratch
Data structures in Spacy - nlp.make.doc()
String Store
How Tokenization Works
Create Custom Tokenization Rules
Build Custom Tokenizer
Named Entity Recognition
POS Tagging
Dependency Parsing
Need for Dependency Parsing
Navigating the Parse Tree
Noun Chunks
Rule Based Matching
Contextual Token Matching
Phrase Matching
Handling Large Number of Patterns
Course Review
Pipelines and Custom Attributes
Understanding Spacy Pipelines
How to Apply Particular Component
Manipulating the Pipeline
Entity Ruler
How to Create Custom Pipeline Components
Custom Sentence Segmenter
Efficient Text Processing Approaches
User Defined Attributes
Property Extensions
Method Extensions
Word Vectors
Need for Word Vectors
Advantage of Vector Representation
How Word Vectors are Computed
Understanding Cosine Similarity
Course Review
Training Models
The Training Loop
Train a New NER Model from Scratch
Training Custom NER Models
Training Custom NER Models
Training Custom NER Models - Part 2
Training Custom NER Models - Part 3
Training Custom NER Models - Part 4
Course Review
Training Text Classification Models - Ecommerce Reviews
Text Classification with Textcat - Part 1
Text Classification with Textcat - part 2
Text Classification with Textcat - part 3
Text Classification with Textcat - part 4
Text Classification with Textcat - part 5
Text Classification with Textcat - part 6
Training Custom POS Tagger Model
Training Customer POS Tagger Model - part 1
Training Customer POS Tagger Model - part 2
Course Review
Training Custom Intent Parser
Training Custom Intent Parser - Part 1
Training Custom Intent Parser - Part 2
Training Custom Intent Parser - Part 3
Training Custom Intent Parser - Part 4
Chatbot with Spacy and Rasa
Building Chatbot with Spacy and Rasa
Intent Classification
NLU Pipeline
Training NLU Model
RASA Core
Writing Stories
Course Review