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76,576 results

Python Tutorials for Digital Humanities
Why use Topic Modeling (Topic Modeling in Python for DH 01.01)

In this video, I briefly layout this new series on topic modeling and text classification in Python. This is geared towards beginners ...

9:23
Why use Topic Modeling (Topic Modeling in Python for DH 01.01)

35,679 views

5y ago

Python Tutorials for Digital Humanities
Customizing DisplaCy Render Data Visualization (Spacy and Python Tutorial for DH 10)

In this video, I show you how to customize the data visualization method in DisplaCy, the render component of spaCy. For my ...

8:19
Customizing DisplaCy Render Data Visualization (Spacy and Python Tutorial for DH 10)

5,354 views

6y ago

Python Tutorials for Digital Humanities
Machine Learning NER with Python and spaCy (NER for DH 03 )

In this video, we take a brief look at machine learning as an alternative to a rules-based approach to named entity recognition ...

13:36
Machine Learning NER with Python and spaCy (NER for DH 03 )

20,080 views

5y ago

Python Tutorials for Digital Humanities
Storing Data in Python - Python for DH 02 (Revised)

This is a revised video of my original lecture 2 in my Python for DH lecture series. It is zoomed in and now incorporates ...

18:07
Storing Data in Python - Python for DH 02 (Revised)

4,414 views

6y ago

pvierth
Practical Python for DH: Topic Modeling Software Install

In this video I show you how to install the software necessary to do topic modeling with Python. We will use gensim wrappers for ...

7:39
Practical Python for DH: Topic Modeling Software Install

1,223 views

6y ago

Python Tutorials for Digital Humanities
Extracting Nouns and Noun Chunks (SpaCy and Python Tutorial for DH 06)

In this video, I show you how to extract nouns and noun chunks (noun phrases) with SpaCy in Python. For my spaCy playlist, see: ...

5:46
Extracting Nouns and Noun Chunks (SpaCy and Python Tutorial for DH 06)

14,955 views

6y ago

Python Tutorials for Digital Humanities
Extracting Verbs and Verb Phrases (SpaCy and Python Tutorial for DH 07)

In this video, we look at how to find verbs and verb phrases in a text using SpaCy and Textacy. For this video, you will need to pip ...

8:10
Extracting Verbs and Verb Phrases (SpaCy and Python Tutorial for DH 07)

17,016 views

6y ago

Python Tutorials for Digital Humanities
Data Visualization with DisplaCy (Spacy and Python Tutorial for DH 09)

For my spaCy playlist, see: https://www.youtube.com/playlist?list=PL2VXyKi-KpYvuOdPwXR-FZfmZ0hjoNSUo If you enjoy this ...

9:13
Data Visualization with DisplaCy (Spacy and Python Tutorial for DH 09)

6,249 views

6y ago

Python Tutorials for Digital Humanities
Conditional Statements - Python for DH 08 (Revised)

If you enjoy this video, please subscribe. I provide all my content at no cost. If you want to support my channel, please donate via ...

18:07
Conditional Statements - Python for DH 08 (Revised)

937 views

6y ago

Corey Schafer
Python Tutorial: Else Clauses on Loops

What does the 'else' clause mean when it comes after a for or while loop? This isn't obvious at first glance, so let's take a look at a ...

7:04
Python Tutorial: Else Clauses on Loops

51,885 views

11y ago

Python Tutorials for Digital Humanities
How to Save and Load LDA Models with Gensim in Python (Topic Modeling for DH 03.05)

Notebook: https://github.com/wjbmattingly/topic_modeling_textbook/blob/main/03_03_lda_model_demo_bigrams_trigrams.ipynb ...

12:13
How to Save and Load LDA Models with Gensim in Python (Topic Modeling for DH 03.05)

9,265 views

5y ago

Python Tutorials for Digital Humanities
How to Open Text Files - Python for DH 12

If you enjoy this video, please subscribe. I provide all my content at no cost. If you want to support my channel, please donate via ...

16:18
How to Open Text Files - Python for DH 12

1,731 views

6y ago

Python Tutorials for Digital Humanities
Finding Quotes in Sentences (SpaCy and Python Tutorial for DH 11)

In this video, I start answering a subscriber's question about using spaCy to find quotes in a text and then use displaCy to render ...

8:45
Finding Quotes in Sentences (SpaCy and Python Tutorial for DH 11)

5,397 views

6y ago

Python Tutorials for Digital Humanities
How to Package spaCy Models (Even with Custom Factories) (NER for DH 11)

In this video, I show you how to package a trained spaCy model. For normal models with standard factories, such as ner, this is ...

15:31
How to Package spaCy Models (Even with Custom Factories) (NER for DH 11)

2,630 views

5y ago

Python Tutorials for Digital Humanities
Classes - Python for DH 11

In this video, we will be speaking about classes, a way to structure data in Python more professionally and create tailored-class ...

15:09
Classes - Python for DH 11

956 views

6y ago

Python Tutorials for Digital Humanities
Validation, Testing, and Loss (Neural Networks for DH 05)

If you enjoy this video, please subscribe. I provide all my content at no cost. If you want to support my channel, please donate via ...

9:12
Validation, Testing, and Loss (Neural Networks for DH 05)

991 views

6y ago

Python Tutorials for Digital Humanities
Dictionaries - Python for DH 07 (Revised)

If you enjoy this video, please subscribe. I provide all my content at no cost. If you want to support my channel, please donate via ...

11:08
Dictionaries - Python for DH 07 (Revised)

1,146 views

6y ago

Python Tutorials for Digital Humanities
What are Models and Layers (Neural Networks for DH 03)

In this video, we explore layers in a bit more depth. Additionally, I introduce you to a new concept, a model. We explore what a ...

9:21
What are Models and Layers (Neural Networks for DH 03)

1,108 views

6y ago

Python Tutorials for Digital Humanities
What are Bigrams and Trigrams (Topic Modeling and Python for DH 01.03)

In this video, we cover a few key concepts: bigrams, trigrams, and multi-word tokens (MWTs). Bigrams and Trigrams are words that ...

7:50
What are Bigrams and Trigrams (Topic Modeling and Python for DH 01.03)

19,297 views

5y ago

Python Tutorials for Digital Humanities
What is TF-IDF for Beginners (Topic Modeling in Python for DH 02.01)

In this video, we explore TF-IDF, or Term Frequency-Inverse Document Frequency. If you enjoy this video, please subscribe.

10:40
What is TF-IDF for Beginners (Topic Modeling in Python for DH 02.01)

17,528 views

5y ago