Spacy vs NLTK: NLP Tutorial For Beginners In Python - S1 E7

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An end to end NLP project consists of many steps. These steps together forms an NLP pipeline. The pipeline has various stages such as data acquisition, data cleaning, pre-processing, model building, deployment, monitor and update etc. We will use a real life example and go through various stages of NLP pipeline in this video.
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5 авг 2024

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Комментарии : 62

@codebasics 2 года назад

Check out our premium machine learning course with 2 Industry projects: codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced

@lucagiordano6439 Год назад

This was very clear and straight to the point. Thanks so much!

@testerhuawei7946 2 года назад

Thank you so much for simplifying the thing in such a great way

@rajkiran5297 2 года назад

i love the way you simplify the Concepts... Thanks a lot Dhaval..!

@aakuthotaharibabu8244 Год назад

one can simply say , other recourses for NLP==NLTK and CODEBASICS for NLP==SPACY

@alicem3415 Год назад

Very helpful video. Thanks!

@sathyag2608 2 года назад

It is awesome explanation

@itz_ankky Год назад

best explanation over internet👍

@manikantanmd 2 года назад

Congratulations on your new job 👏🤝

@xuehaozhang2632 Год назад

Good stuff. Underrated 👍

@pwchan9748 2 года назад

Love to see your videos

@amarAK47khan 7 месяцев назад

Awesome ! Really appreciate your effort. Thanks man.

@afzalhasan6494 Год назад

sir i don't have words to thank ,u r awsome ❤

@konata_fan Год назад

Thank you sir for an amazing video. And for having baby Yoda as a special guest.

@amandaahringer7466 2 года назад

Thank you!

@shivamgoel0897 6 месяцев назад

Great explanation!

@ihateorangecat 2 года назад

thank you !!

@parthdeshwal4419 6 месяцев назад

great video indeed

@techiedelightvlog2715 2 года назад

Hello Sir, I have watched this series and I must say your way of explanation is highest level. Thanks for helping people like me who never worked on AI, ML before. I have installed python3.8 on my machine and I am trying to install spacy but I get error like 'could not build wheels for blis which use PEP 517 and can not be installed directly' . I tried many ways but problem still persist. Please help

@shadiyapp5552 Год назад

Thank you♥️

@shreedharchavan7033 2 года назад

Eagerly waiting for new videos

@omarelmellouli7145 Год назад

Thank you for providing such a helpful NLP course. I have been following your lectures and have learned a lot. However, I would like to clarify something that I am not entirely sure about. You mentioned that spaCy is an object-oriented library, while NLTK is not. But, I have some doubts about this explanation. As far as I know, NLTK is also an object-oriented library, with classes for representing text elements and functions for text processing that can be manipulated using object-oriented methods and attributes. Can you please provide some clarification on this? Thank you in advance for your response and for all the valuable information you have shared so far.

@RahulJassal-jv4og Год назад

Good brother.

@harshalbhoir8986 Год назад

Thank you so much!!Thank you so muchThank you so muchThank you so muchThank you so muchThank you so much

@jamesemmanuel734 2 года назад

Nice explanation. Please I want to request for an NLP-based project that can be helpful in the Media to get News headlines from News Content. It should be able to obtain News headlines from unseen News content. Thank you

@suleymanerim2119 Год назад

Thanks :) Your videos are great. There is a missing "not" word in 14:44 NLTK last sentence. "User community as "not" active as Spacy.

@sanad5205 2 года назад

Hello Sir, I would say, your videos are a great service to us. I have just one request. Would you please combine your popular playlist into one? Say combine the ML playlist into one video, Python programming into one, Algorithm and Data Structure into one, Data Science into one, and so on. Yes, the length of the video would be longer, but it would be convenient and feel like completing a course. Thank you in advance. Stay healthy.

@venkataseetharamayya5468 9 месяцев назад

Thanks for all your vides. I have question does SPACY or NLTK keep track of data which is processed thorugh these libraries

@thangnguyen5925 11 месяцев назад

Very useful video. So, I am a beginer to sudy NLP. What should I study, Spacy or NLTK?

@ihateorangecat 2 года назад

i just downloaded nltk

@kimxt2073 2 года назад

Do we usually mix both of this in use case?

@lajjadevi560 2 года назад

Noice

@shefalisingh4675 Год назад

Hello Sir, Thanks for the explanation but I found one thing if I am using exclamation in a sentence spacy is considering it a new sentence, which should not be the case. That's my observation.

@mathiasfantoni2458 Год назад

Do you know if they used NLPK algorithms to make spaCy?

@JonBraydenCodes 2 года назад

Hello my master 👋😊

@ramdubey7013 24 дня назад

@codebasics how i can get ppt which you are using during video?

@i.faizanhabib96 3 месяца назад

Great video sir but where did you get that "Grogu" from?

@jainitharsora303 2 года назад

Thank you for the video! Question: How come you did not get value error (at 6:03 for not adding an nlp pipeline) in this case like the next (part 8) video.

@jainitharsora303 2 года назад

I understood, it is because you already created a blank english pipeline at the beginning.

@shunmax Год назад

Hi you have done a great video series. Are you available for hiring for a consultancy?

@enggm.alimirzashortclipswh6010 2 года назад

Love from Pakistan 🇵🇰

@debasripatro2236 7 месяцев назад

Hello Sir , i am learning NLP from your channel. Your elaboration is awesome sir. Sir I fell into a problem. Sir i installed SpaCy . But i can not download en of Spacy.i also used chatgpt but error is coming in Git Bash.Sir plz suggest me ......

@hexparadus5661 2 года назад

Do I need jupyter notebook for this? Cant I do the same with only VS code?

@codebasics 2 года назад

Yes you can do this is vs code or pycharm as well

@yawdiecode 2 года назад

You could also run Jupyter inside Pycharm or VS Code 😊

@rishikeshjadhav4774 Месяц назад

hey i know i am asking too much , sorry for being selfish , but can you provide notes for all the topics you teach

@pranshugoyal6569 3 месяца назад

@avinashdube4976 6 месяцев назад

I am unable to download the english package through Jupyter notebook, Kindly help.

@mk__colourless__arts7890 Год назад

I can't use spacy in Jupiter and I also tried in pycharm . I got more errors

@bharti3014 28 дней назад

I want that toy what is the name of it??

@bestmovieclips5202 2 года назад

Sir please explain us that becoming a data scientist asa fresher is difficult in india ?

@gnostie Год назад

You shouldn't have used food sentences. Now I want pav bhaji, and my learning is compromised. 😀

@codebasics Год назад

Go eat some buttery pav bhaji, it will release so much dopamine in your brain that learning NLP will sound like a piece of cake 🍰😇😂

@kailash2176 Год назад

You are also tricking your brain

@coderistan Год назад

plz share your slides

@RamaKrishna-zj8fl Год назад

from .numpy_ops import NumpyOps ImportError: DLL load failed while importing numpy_ops: The specified module could not be found. Iam getting this error in cmd

@ayushgupta80 4 месяца назад

Spacy - object oriented (most efficient -- e.g mobile camera ) NLTK - string processing library ( organise manually -- e.g dslr ) Spacy vs NLTK --> 14:28 In bash/cmd i) pip install nltk ii) pip install spacy iii) python -m spacy download en (for english language) python -m notebook (to open jupyter notebook in bash ) Code : ( sentence tokenization) 1. Spacy -- import spacy nlp = spacy.load("en_core_web_sm") doc = nlp("Dr. Strange loves paav bhaji of mumbai. Hulk loves pizza of delhi") for sentence in doc.sents: print(sentence) 2. NLTK import nltk nltk.download() from nltk.tokenize import sent_tokenize sent_tokenize("Dr. Strange loves paav bhaji etc. of mumbai. Hulk loves pizza of delhi")

@kingshukbanerjee3983 Год назад

Amazing Lecture, but it felt like a paid promotion for SpaCy

@codebasics 11 месяцев назад

I understand 😀 But it wasn't a paid promotion, Spacy is opensource and don't think they pay influencers for this. This was based on my real life experience and analysis!

@kingshukbanerjee3983 11 месяцев назад

@codebasics Absolutely! They aren't MAC and Maybelline that they need to do "influencers" marketing, they are SpaCy and NLTK, made by 'scientists' for the scientists 😀 PS. I'm just hoping to see CodeBasics become the Comp Sci PW of India in the coming years 🤞