Natural Language Processing with spaCy & Python – Course for Beginners

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In this spaCy tutorial, you will learn all about natural language processing and how to apply it to real-world problems using the Python spaCy library.

💻 Course website with code: http://spacy.pythonhumanities.com/

✏️ Course developed by Dr. William Mattingly. Check out his channel: https://www.youtube.com/pythontutorialsfordigitalhumanities

⭐️ Course Contents ⭐️
⌨️ (0:00:00) Course Introduction
⌨️ (0:03:56) Intro to NLP
⌨️ (0:11:53) How to Install spaCy
⌨️ (0:17:33) SpaCy Containers
⌨️ (0:21:36) Linguistic Annotations
⌨️ (0:45:03) Named Entity Recognition
⌨️ (0:50:08) Word Vectors
⌨️ (1:05:22) Pipelines
⌨️ (1:16:44) EntityRuler
⌨️ (1:35:44) Matcher
⌨️ (2:09:38) Custom Components
⌨️ (2:16:46) RegEx (Basics)
⌨️ (2:19:59) RegEx (Multi-Word Tokens)
⌨️ (2:38:23) Applied SpaCy Financial NER

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Comments

Python Tutorials for Digital Humanities says:

Thanks to Beau for the opportunity to present this course to everyone. If you want to see more content like this, follow me at:

👉 Python Tutorials @ http://www.YouTube.com/PythonTutorialsforDigitalHumanities

👉 W.J.B. Mattingly @ https://twitter.com/wjb_mattingly

aisimplified says:

We r eagerlly waiting for second clip

Rob Cz says:

hoping to see the second part soon

Daniel Plate says:

Yes! Please, definitely make a second part. I teach in the Humanities (college literature and creative writing classes), and I'm actively searching for tools I can use for creative experiments with texts.

Bhanu priyatham says:

is it possible to do text processing for multiple columns in the dataset ?

ItsMeOjasX says:

intrested in part 2

Laurentius says:

Nice to see the connection of the real world and code because of NLP. Great to see real life implementations that are beneficial to humanity.

Ammar Abu Zainah says:

great video we are looking for the second part please

Venu Gudavalli says:

Looking forward for Machine Learning aspects of Spacy.

Akhil Sivanand says:

Of course…do the second part👍

qutluq says:

This video lesson was great. Looking forward to see the second part.

raj m says:

Could not install packages due to an EnvironmentError: [WinError 5] Access is denied: 'c:\programdata\anaconda3\lib\site-packages\__pycache__\zipp.cpython-37.pyc'

Consider using the `–user` option or check the permissions.

Hi digital humanities , i got this error what is the solution

Roman says:

I'm definitely interested in the ML aspects of spaCy) Thank you very much for the video!

Declan says:

Where’s part 2!!! If there’s time in part 2, I would definitely be interested to know how to train ML to help with research and literature reviews as an example

ANUMULA KARTHIK REDDY says:

Enjoyed This video waiting for part2.

Ayush Saxena says:

where can we find these datasets?

Atikah Samin says:

Hi Sir, why i cannot use this command in google colab?
1. ruler = nlp.add_pipe("entity_ruler")
2. ruler = nlp2.create_pipe("entity_ruler", before="ner")

I hope you can solve my issue. Thanks!

siddharth yadav says:

eagerly waiting for the second part..please upload it soon…

Miguel Nuno says:

this video is so engaging…

T T says:

You're a wizard, W.J.B. Mattingly! Sincerely yours, a stan

Superdooperhero says:

Can't wait for Part 2

Динара Гимади says:

Hi! I am at the beginning of a tutorial. My code is sentence1 = list(doc.sents)[0]

print(sentence1)
Output: The United Kingdom of Great Britain and Northern Ireland, commonly known as the United Kingdom (UK) or Britain,[note 1][19] is a sovereign country in north-western Europe, off the north-В­western coast of the European mainland.[20] The United Kingdom includes the island of Great Britain, the north-В­eastern part of the island of Ireland, and many smaller islands within the British Isles.[21] Northern Ireland shares a land border with the Republic of Ireland.
Shouldn't it be split into three sentences after the period? Is there a mistake? Thanks.

Wilsven Leong says:

PART 2 PLSSSS

OdorousPayload says:

im getting an error early on at 22:40 for opening up the first text file
—————————————————————————
FileNotFoundError Traceback (most recent call last)
<ipython-input-13-595a3dc4d644> in <module>
—-> 1 with open ("data/wiki_us.txt", "r") as f:
2 text = f.read()

FileNotFoundError: [Errno 2] No such file or directory: 'data/wiki_us.txt'

anyone know why? i am running jupyter notebooks via anaconda on a 2021 MacBook pro M1

Bachina Murali Krishna says:

1:27:45 I am getting AttributeError: 'NoneType' object has no attribute 'add_patterns'
Can anyone help me with this

Tejaswita W says:

Yes we want second part of this video

Proto Troy says:

Where i can get the datasets ?

Jrorion 8 says:

Please make the second video

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