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

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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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

[@codebasics]

Do you want to learn technology from me? Check codebasics.io/ for my affordable video courses.

[@lucagiordano6439]

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

[@testerhuawei7946]

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

[@rajkiran5297]

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

[@alicem3415]

Very helpful video. Thanks!

[@itz_ankky]

best explanation over internet👍

[@sathyag2608]

It is awesome explanation

[@manikantanmd]

Congratulations on your new job 👏🤝

[@pwchan9748]

Love to see your videos

[@afzalhasan6494]

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

[@xuehaozhang2632]

Good stuff. Underrated 👍

[@amarAK47khan]

Awesome ! Really appreciate your effort. Thanks man.

[@aakuthotaharibabu8244]

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

[@amandaahringer7466]

Thank you!

[@ihateorangecat]

thank you !!

[@shivamgoel0897]

Great explanation!

[@konata_fan]

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

[@shadiyapp5552]

Thank you♥️

[@parthdeshwal4419]

great video indeed

[@shreedharchavan7033]

Eagerly waiting for new videos

[@RahulJassal-jv4og]

Good brother.

[@harshalbhoir8986]

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

[@techiedelightvlog2715]

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

[@jamesemmanuel734]

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

[@omarelmellouli7145]

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.

[@suleymanerim2119]

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]

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.

[@ihateorangecat]

i just downloaded nltk

[@kimxt2073]

Do we usually mix both of this in use case?

[@venkataseetharamayya5468]

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

[@thangnguyen5925]

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

[@JonBraydenCodes]

Hello my master 👋😊

[@jainitharsora303]

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]

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

[@shefalisingh4675]

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.

[@shunmax]

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

[@i.faizanhabib96]

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

[@mathiasfantoni2458]

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

[@lajjadevi560]

Noice

[@rishikeshjadhav4774]

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

[@enggm.alimirzashortclipswh6010]

Love from Pakistan 🇵🇰

[@hexparadus5661]

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

[@codebasics]

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

[@yawdiecode]

You could also run Jupyter inside Pycharm or VS Code 😊

[@debasripatro2236]

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 ......

[@pranshugoyal6569]

[@avinashdube4976]

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

[@mk__colourless__arts7890]

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

[@bestmovieclips5202]

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

[@coderistan]

plz share your slides

[@gnostie]

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

[@codebasics]

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]

You are also tricking your brain

[@ayushgupta80]

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]

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

[@codebasics]

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]

@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 🤞

[@RamaKrishna-zj8fl]

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

[@TheMarComplex]

Thank you!