Complete Natural Language Processing (NLP) Tutorial in Python! (with examples)

[@KeithGalli]

I created a second channel where I post more Python content, check it out! 😊 kzbin.info

[@reubenseyram7918]

can you teach knowledge graphs for beginners asap lol!

[@dheerajsharma1787]

At 10:02 The get_feature_names() is now get_feature_names_out()

[@anafmezgebu5221]

we need more people like u who is always willing to help

[@lakshyashrungarpure]

I got a job because of your tutorials!! Thanks Keith🤩

[@KeithGalli]

Love to hear that!! You're very welcome :)

[@kamilcopur6513]

Could you explain some more detail please?

[@jenna9653]

What kind of job did you get? What schooling did you have in advance? I'm considering creating projects like this for a portfolio

[@prateekyadav9811]

+1 what Jenna asked. Please share Lakshya

[@alan6506305]

Bookmarking this and will watch it in the morning.

[@KeithGalli]

It will be here in the morning waiting for you!

[@kentii4608]

Same

[@alan6506305]

@@АзаматИльясов-м6ф haha, literally watched it that morning.

[@zulekhaimtiaz6620]

Heyy Keith!! I just want to thank you sooo much. I applied for an internship which required for me to submit an assignment on data classification and your SKLearn video helped me soo much with the task! I really am so grateful to you! Your tutorials are the best!

[@KeithGalli]

Glad you like the videos and happy that specific one helped you with the task! Hope you land the internship!

[@kratos_gow610]

1:18:19 / 1:37:45 Transformer architectures (attention is all you need) AS of now.

[@avixek]

You are probably one of the smartest guy on youtube. Keep making your videos. You are doing God's work!!!

[@Amulya7]

This is a great introductory tutorial on NLP. Perfect for a newbie

[@francis191]

Great to see you back Keith. Wishing you all the best in your recovery.

[@v1hana350]

Finally, you came back. I liked your explanation.

[@christianondo9637]

great tutorial, thanks so much for putting this out there. It's pretty crazy how easy it is to learn stuff if you're willing to search youtube

[@pawan-de7ow]

Glad to have you back and making awesome tutorials. Have learnt alot from you.

[@amansorout.6779]

Damn, I am very happy you are back bro. 😀

[@Rapperabstar]

I don’t usually comment on the video but when I do it, means that I really loved the content❤ thanks for helping me to learn some new stuffs

[@edson_winner]

Glad you are back Keith!!!!

[@RichardHarrowz]

LOVE TO SEE YOU AGAIN MAN! LOVE THE CONTENT AND HOW U EXPLAIN!!!!

[@KeithGalli]

THANK YOU

[@Rapperabstar]

😂 it is too late to comment but seems like someone is playing with the uppercase letters 😂

[@DJdopeMike]

Thank you for the great overview of NLP!

[@adeshmishra1671]

Good to see you back with bang!!

[@richarddankwah3088]

Glad to See this Mr. Keith. Always impressive and fun. Thank you very much. But am your big fun as well

[@bosszz1282]

I've been following your tutorials, but I've been busy with object detection lately, so I'll be watching this nlp video of yours later

[@shivamsahu9998]

Thank you, Keith. Your session helped me a lot.

[@srijitbhattacharya6770]

Good to see you. Bookmarking this

[@andyh964]

Legit learned more from this video than my masters programme

[@muhammadzakiahmad8069]

Amazing tutorial Mr.Keith, I just wanted to have a know how of NLP and this tutorial was perfect for it.

[@wahaha108]

hi Keith, great video. You provide an one-stop service, hhh. Great!

[@nazrulxh]

great tutorial brother. Highly appreciated

[@rahulk92]

Keep this coming. I would like to see more such video - this is great. Multi language models and different pytorch eco system transformers

[@shirumi2331]

15:01 If anyone else is getting "CLOTHING" here, try creating your vectorizer like this: vectorizer = CountVectorizer(stop_words=["the"])

[@eldarhasanov]

Thank you for this guide!

[@codewithkarthik7136]

It would be super nice if you would make a text generation video. As always loved the vid keith

[@markgolob4677]

Awesome video, thanks!

[@letsjoinhands]

I got to know about, use and love pandas from your tutorials.

[@SanataniAryavrat]

Glad you are back, Keith bro... all the best and love from India

[@kamilcopur6513]

I've just decided to change my carreer path at my age 35. I have some basic knowledges about coding languages(C, Python, HTML,CSS, JS). But I still couldn't decide which area to choose. Normally I enjoy dealing with algorithms using python, but I am curious about job opportunities (especially for a starter after age 35).

[@baozixiao6733]

exact same here. Struggled along the way but we only live once, so, do what we want to do!

[@amitkumarsingh-cl3dk]

Did you changed your career if yes how

[@kamilcopur6513]

@@amitkumarsingh-cl3dk I am still in construction sector..

[@jorgeromero141]

You are the best my bro

[@m.hassan8142]

learning alottt :) must watch SOTA learning

[@TimGrob]

Please use List Comprehensions in Python in the future.

[@vanhoumin]

Damn I'm thinking of doing something NLP related for my thesis I guess this is the sign that I should do it 😅

[@vanhoumin]

I did it 😂

[@taniak7871]

​@@vanhouminwhat kind of project did you do for your thesis?

[@AleDP]

love the video, thanks

[@berrodriquez26]

This guy deserves to be next to God !

[@ghzich017]

Hey bro, I really likes your tutorial. I wonder just by following your videos tutorial (like 95% of your tutorials videos) will ever get me a job in data science field without degree?

[@orlandmorentevlogs8360]

Watching from Romblon Philippines.

[@KeithGalli]

Nice!!

[@OAT_Academy]

Hey Keith would you be doing a tutorial on regular expressions?

[@KeithGalli]

Not sure if you saw, but there is a small section on regular expressions in this video (look at the video timeline to find it). I definitely would like to make a more comprehensive video on regular expressions at some point. I find them super fun! haha

[@codewithkarthik7136]

keith could you make a in-detail time series forecasting vid. It would be amazing

[@abhaytyagi762]

Hi Keith. Thanks for your tutorial, having a blast following along and learning! I've run into an issue, though. At time of writing (March 2024) spaCy seems to be on V3, and as a consequence to import BERT in we use spacy.load("en_core_web_trf") and NOT "en_trf_bertbaseuncased_lg", which does not work anymore. However, after doing so, it seems I'm running into an error regarding array sizes when fitting the SVC with my training vectors and train_y? Upon printing out train_x_vectors it displays empty arrays! That's probably why the fit isn't working. I'm not sure what's happening there (why are they empty??), could you help me out? Love from India.

[@daikimochiron]

Up to this, I am encountering the same error.

[@bengeorge9063]

Thank you!

[@KeithGalli]

My pleasure! Hope it's helpful

[@Sece1]

I am new to ML and want to move forward wiith NLP. Really appreciate this. Can you also combine this with big data as in my project i was not able to use ngrams due to excessive column numbers. I used Yelp data. I also want to know about transformers and NLP with DL. Oh man there is a lot to cover!

[@roibuda9448]

my man

[@shefalisingh4675]

Hey Keith!!! I really like your approach to teaching, make things simpler and approachable. I need to create a chat GPT kind of functionality for my project, need your input on that and how to approach it as it's very new to me. Looking forward to hearing from you!!!

[@technicalboy1816]

Thank you for this. Please make text bigger.

[@HarshBhardwaj-v7q]

hey like should i watch this video after getting familiar with deep learning ?

[@arshad1781]

Thanks

[@KeithGalli]

You're welcome!

[@develxper7931]

11:57 keith enum 😂👌

[@mehdismaeili3743]

hi keith /thanks.

[@TimGrob]

What exactly does the Bert Model do? Because you still feed the Bert Model output into an SVM to classify your text. Thanks for your explanation?

[@sabbirahmed8012]

Hey Keith, Can you please mention some resources to learn nlp? TIA.

[@mohdfaazkhan8847]

Please create project "terms and conditions techniques" in NLP.

[@KeithGalli]

Hmm I don't know what you mean by this, can you please clarify

[@senthilkumarradhakrishnan744]

Are check and cheque meant to be similar?

[@ramanjitsingh3683]

hi, @keithGalli, i need some help, can you please help me.. please answer my ques: i have 5 pdf's invoice with different format's i need to extract data from it but the position of data is all different from each other, i need to extract data from them i need to write python script so Machine learning authomatically extract data from it put into json format. do it possible with spacy? how i can do thta what technologies i will use to do it?

[@thejaskp304]

When using trasformer architecture it gives me value error for using clf_svm.fit(train_x_vectors, train_y) and I dont know is this is because of 'en_core_web_trf' instead of 'en_trf_bertbaseuncased_lg' because of it was outdated in version3. can you clarify that why this give me value error?

[@003kazimehrabrashid4]

same case happened to me, were you able to solve this issue? if yes, can you please guide me?

[@EnglishTurkishExpert]

These libraries are English-centric! What if I need to process a language that is non-English?

[@saumojitbhattacharjee7292]

What Software You Use For Screen Recording?

[@KeithGalli]

When I recorded this I was using a program called Snagit. I more recently started using Bandicam. Note I record my screen and face separately and edit the two together after I'm done recording

[@saumojitbhattacharjee7292]

@@KeithGalli Thanks 😊

[@jorgeromero141]

I love this guy in a non- homosexual way

[@SamiraHuber-o3p]

"n_trf_bertbaseuncased_lg" seems to be renamed to "en_core_web_trf"

[@BiranchiNarayanNayak]

I find the words "Cheque" and "Check" are incorrectly used in the NLP examples. 39:52 "I went to the bank and wrote a check" is an incorrect English sentence. It should have been "I went to the bank and wrote a cheque" 1:54:41 "Write me a check" is an incorrect English sentence. It should have been "Write me a cheque".

[@KeithGalli]

In USA, we use "check" in this context. This may be untrue in other English speaking countries though.

[@milomalaysia7034]

18:25

[@stephanecoulibaly7639]

At the beginning, i really thought i would get a lot out of your vid. Here at the end, i'm not that satisfied, even having a quiet clearly understood some stuffs.

[@Tommykennedy101]

What happened to "Neuro Linguistic Programming"? Also did he put two finger's up to everyone at the start?

[@mr_m0u5e41]

I can always go to bed early tomorrow right? 👀

[@KeithGalli]

Haha I give you permission to get your sleep, the video will be here in the morning :)

[@ToughdataTiktok]

Honored to learn nlp from elon musk himself

[@timetostudy6443]

after trying out and nothing happened the way I want it to work. I quitted

[@moviecamp11]

Wait but what is language if not natural?? I’m pretty sure my dog can understand me, but he’s also an idiot. So what does that say about language?? Plz help Also I’m getting an error when I try to import beautifulsoup. It’s really harshing my mellow

[@KeithGalli]

That's an easy question, Mr. Sherwood. To find unnatural language all you have to do is watch me try to talk to girls at the bar. Hope this helps. Xoxo.

[@zachfornero9371]

You sound like mordecai

[@fustigate8933]

hi

[@KeithGalli]

Hello!

[@lbb2rfarangkiinok]

NooMAREickle, not NOOmerical >)

[@РодионЧаускин]

Taylor Dorothy Anderson Shirley Jackson Donna

[@bobbykbose4399]

Waste of time