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What is NLP (Natural Language Processing)? 

IBM Technology
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Every time you surf the internet you encounter a Natural Language Processing, or NLP, application. But what exactly is NLP and how does it work?
In this lightboard video, Master Inventor with IBM, Martin Keen, visually explains what NLP is and why we need it, as well as how NLP takes unstructured human speech and converts it to structured data that a computer can understand.
Chapters
0:00 - Intro
0:38 - Unstructured data
1:12 - Structured data
2:03 - Natural Language Understanding (NLU) & Natural Language Generation (NLG)
2:36 - Machine Translation use case
3:40 - Virtual Assistance / Chat Bots use case
4:14 - Sentiment Analysis use case
4:44 - Spam Detection use case
5:44 - Tokenization
6:18 - Stemming & Lemmatization
7:42 - Part of Speech Tagging
8:22 - Named Entity Recognition (NER)
9:08 - Summary
#NLP #NaturalLangueProcessing #AI

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31 май 2024

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Комментарии : 111   
@ryanholden9977
@ryanholden9977 7 месяцев назад
Love how the instructor is smiling almost the whole time. It’s awesome to see some truly passionate about what they do.
@bhupendrajangpangi7555
@bhupendrajangpangi7555 21 день назад
Q😊0
@user-cy4ld4cx1c
@user-cy4ld4cx1c 2 месяца назад
who fell in love with this man? really i had to here my lecture once more because of his clam and soft nature
@4think304
@4think304 2 года назад
I am not a really smart lady, which makes it challenging to grasp certain concepts, but you made it super easy to understand NLP and relevant applications. So, thank you, Martin Keen.
@sephyshen2510
@sephyshen2510 Год назад
Good job, sir. I can feel your passion in the video for sharing NLP fundamentals for people who are interested in. Thank you.
@olhakunt4549
@olhakunt4549 2 года назад
Thank You for this video, Martin! A positive and professional attitude is so much seen even through the screen. It's fantastic to listen to the real masters in their field who enjoy what they do and are ready to share their knowledge with beginners!
@eufraniodiogo50
@eufraniodiogo50 2 года назад
Completely true!
@MuhammadUsman-uu2ei
@MuhammadUsman-uu2ei Год назад
Way of explanation is next level. I understand the concept in one go.Thanks 👍
@befit_kw7762
@befit_kw7762 2 года назад
What a relief !! Great work. Hopefully we see the technicality of it and of other stuff as well- I mean in codings how it could be done plus the explanation. I know it would be tough, but you are credible/trusted source in Technology.
@SPaICTHub
@SPaICTHub 6 месяцев назад
Thank you for this explicit explanation of what NLP, NLU, and NLG mean.
@reggenius
@reggenius 3 месяца назад
Apt and concise explaination, love everything about the presentation; background, screen board... everything!
@rachidphinixi2517
@rachidphinixi2517 9 месяцев назад
have watched many videos abt nlp but to be honest m this is theh best , it just took me back to the classroom. best professor ever. love your way
@eugenefritz6669
@eugenefritz6669 5 месяцев назад
You're a really great taecher. Massive congrats. I could hear you for a whole day, cheers.
@johng5295
@johng5295 Год назад
Thanks in a million. Great content. Awesome. Very well explained. I couldn't find this explanation--simply put anywhere else. Great teachers are hard to find. Grade: A++💥
@eldrigeampong8573
@eldrigeampong8573 2 года назад
Excellent video. Clear and concise
@bharathkm100
@bharathkm100 2 года назад
The days are not too far to play a toughest note using piano, fly an airplane and manage household chores using NLP. You explained it really well, thank you!
@snay71
@snay71 Год назад
this comment will age like milk
@joyone6031
@joyone6031 Год назад
Thanks! This video is so clear for me to learn what is NLP.
@manoharansundaresan5012
@manoharansundaresan5012 Год назад
Simple and Effective presentation. Thanks a lot 👍👍
@maciejg8864
@maciejg8864 2 года назад
great explanation, Martin thank you!
@vaporr5929
@vaporr5929 Год назад
A big thanks for this captivating presentation!
@jingyiwang5113
@jingyiwang5113 11 месяцев назад
I am really grateful for this amazing video!
@haopakkeli6555
@haopakkeli6555 7 месяцев назад
Thank you so much! It is a fabulous intro to NLP
@carobills1759
@carobills1759 4 месяца назад
Great explanation, it makes language and networks truly easy to understand
@saifulislamsarfaraz9455
@saifulislamsarfaraz9455 5 месяцев назад
This is a really amazing explanation. I leant lot of from this tutorial Thanks IBM and Thanks Martin.
@mefgarba3407
@mefgarba3407 Год назад
Thanks a million! This was so informative!
@mandyjacotin8321
@mandyjacotin8321 3 месяца назад
I followed you well - you kept it interesting and clear. Thank you.
@AllenJohn
@AllenJohn Месяц назад
No one is going to bring up the topic on how Martin is writing everything backwards so that we are read it properly?
@mollyrathore18
@mollyrathore18 Месяц назад
Last 3 videos I was trying to figure out what tool he is using and what is the setup and to realise today that he is writing backwards!!!! 🤯🤯🤯🤯🤯 amazing!!!
@developer_novice4237
@developer_novice4237 10 месяцев назад
great job on the lemmatization and stemming example. good vs better & bet vs better
@gauravpadole1035
@gauravpadole1035 2 месяца назад
Better explanation than my university professor. Thank you so much.
@thomasedwardking7286
@thomasedwardking7286 Год назад
Amazing video 😊 you've inspired me to do my PhD on this. Beer in New Zealand waiting for you, mate 🍻
@hrishikeshaddagatla4789
@hrishikeshaddagatla4789 Год назад
I was just starting to learn NLP for my startup idea and you made this damn interesting!!
@user-bq6ju6rc6v
@user-bq6ju6rc6v 3 месяца назад
Such a brilliant explanation!
@anjalivs4517
@anjalivs4517 4 месяца назад
love your way of teaching...
@dorisfang8636
@dorisfang8636 2 года назад
nice explanation!
@arindambasu8343
@arindambasu8343 2 года назад
Excellent Video
@HANNAHLUMERIA-it5rw
@HANNAHLUMERIA-it5rw 7 месяцев назад
Fascinating really
@Andersl201
@Andersl201 2 года назад
Love the Futurama reference!
@gogyoo
@gogyoo Год назад
I'm about to embark on learning Data Science, so this video helped me deciding I had NO interest whatsoever in NLP. Thank you Martin nevertheless for making this useful primer.
@delanoholmquist
@delanoholmquist 9 месяцев назад
A bit of AI easily understood. Bravo, Martin 👍
@nishattanzim4774
@nishattanzim4774 Год назад
Thank you so much. Yah this made a lot of sense.
@soobingbak
@soobingbak Год назад
Thank you very much.
@abysamurai
@abysamurai 2 года назад
Easy to understand!!! 😊
@abdullahiabbaabdullahi3926
@abdullahiabbaabdullahi3926 2 года назад
I really like the way you made simple NLP. Please can you make a video on how to go about building NLP for low resource languages
@IBMTechnology
@IBMTechnology 2 года назад
Hi there! Thank you for the suggestions, we'll see what we can do! 🙂
@shkoqader3518
@shkoqader3518 2 года назад
Thank you so much.
@saqibmumtaz9380
@saqibmumtaz9380 4 месяца назад
Best explanation.
@sumedhaj9017
@sumedhaj9017 2 года назад
Really nice video! Thanks
@IBMTechnology
@IBMTechnology 2 года назад
Thanks for the appreciation and for watching, Sumedha!
@kiikoman08
@kiikoman08 11 месяцев назад
Showing the relationship between structured and unstructured data was very helpful for me. Thanks! I'm still a little uncertain as to why this is considered "A.I." It seems like these rules (lemmitization, etc) are hard coded. If so, how does an NLP model learn?
@user-kt5qd2tn7h
@user-kt5qd2tn7h 4 месяца назад
Great video ! Congrats ! 😊
@jamesbostick7297
@jamesbostick7297 2 года назад
Fantastic.
@vlnsatyasaivivekgulupalli3908
@vlnsatyasaivivekgulupalli3908 4 месяца назад
Best introduction!!
@MayankSinghParmar
@MayankSinghParmar Год назад
Wonder full video. Subject expalined clearly
@diodesu
@diodesu Год назад
If this person taught me rocket science, I'd be able to understand it I feel like. Wish there were more videos like this
@jed2473
@jed2473 Год назад
exellent video
@cipher3966
@cipher3966 2 года назад
Sentiment analysis that can detect sarcasm? Oh yeah, that's are REALLY useful invention
@chetanrawatji
@chetanrawatji 3 месяца назад
Thank You ❤
@velo1337
@velo1337 Год назад
does nlp always use XML as the structured form of text?
@bigstick8699
@bigstick8699 7 часов назад
Very interesting. I'm looking at a job right now that mentioned NLP. I've done langue taxonomy but wondering if NLP is sledding easy to lean on the job or do they expect some experience in this specific field
@lzh00
@lzh00 Год назад
The closing sentence is epic😂
@008pitu
@008pitu Год назад
Hi Mr Martin Thanks for making these concepts easy for a dummies as I am....😉. One strange question is how to manage in AI to refine this: Your verbal non communication maintains more attention to your topics. I suspect your arm movements, joking or smiling are signs to taken into account. Why I choose your explanations more than that of your colleagues ???? In summary. A grateful way to introduce into this intuitive world. Best Josep Is this issue being studied in AI....?
@hongbo-wei
@hongbo-wei 4 месяца назад
Thank you
@Daniela190881
@Daniela190881 2 месяца назад
Hi, Martin Keen! What a wonderful insight of the concept of natural language processing! :) Thank you so much. I have been learning about LLms and this key word and semiotic concept is relevant. Could we compare this processing language to a similar data processing through SQL, for instance using SQL syntax and code with functions like CAST to convert data ? Thanks and Congratulations!
@websoftwaredeveloperijtiha3093
@websoftwaredeveloperijtiha3093 3 месяца назад
Thanks for sharing this knowledge. Can you tell me how to start to be process with programming language?
@johnnykidblue
@johnnykidblue 2 года назад
Did dude say, "I'm a master inventor"? Is it his official job title, or is that a flex?
@IBMTechnology
@IBMTechnology 2 года назад
Yes, master inventor is an official title here at IBM.
@vasudevaraovadoothker5092
@vasudevaraovadoothker5092 9 месяцев назад
NLP on current machine is one aspect, it is good. the required is natural language machine. it is different from numerical machine. That makes AI more logical and reasoning , my work is that.
@ennioagc
@ennioagc Год назад
what is the difference between text mining and NLP?
@ShenJie-rh5yo
@ShenJie-rh5yo 4 дня назад
I want to learn about tense, can NLP do that? Thanks
@vengateshm2122
@vengateshm2122 2 года назад
Yes it made a great sense. Whats is IBM readymade solution for NLP? I mean to build a custom chatbot are there any PaaS service provided by IBM?
@IBMTechnology
@IBMTechnology 2 года назад
Thanks for watching, Vengatesh! Good questions. You can check out the links in this video's description for info on building apps with NLP and other resources. Hope these help! 🙂
@vengateshm2122
@vengateshm2122 2 года назад
@@IBMTechnology Thank You
@mostafar8514
@mostafar8514 3 месяца назад
"the vodka is good but the meat is rotten" is far more superior
@Flankymanga
@Flankymanga 2 года назад
Good content but there was a huge echo with the audio.
@moshfiqurrahman5996
@moshfiqurrahman5996 2 года назад
Man you should focus on your NTW(Natural Text Writing) :D. No difference between G and S :D
@maroxesen1
@maroxesen1 Год назад
Is it just me or is he handwriting the texts' mirror reflections?
@habeel6848
@habeel6848 Год назад
how does the computer understand the structured sentence.
@Drew0Ranger
@Drew0Ranger 2 года назад
How the heck are you writing in reverse? Are you a robot? 🤔
@amelm5214
@amelm5214 Год назад
Same question 🤣
@rh3892
@rh3892 Год назад
I don't want to demystify his abilities, but I am quite sure he writes normally and the video's image is then flipped horizontally later on.
@SkateAwayTheDay
@SkateAwayTheDay Год назад
@@rh3892 lol nooooooo the magic in the world has disappeared immediately
@suhaibztv814
@suhaibztv814 Год назад
Its like writing on a glass and recording from the other side and then flipping video horizontslly which inverts it for users.
@user-om6cc1ft2p
@user-om6cc1ft2p Год назад
I was wondering the same thing lol
@drzafarullah76
@drzafarullah76 2 года назад
Outstanding. How do you write live with marker?
@IBMTechnology
@IBMTechnology 2 года назад
We record through glass and then flip the image in post-production. The presenter writes using a "glow" type dry marker that's lit up by a black light sandwiched between the two panes. Search on "how to do a lightboard video" for more details.
@plasticochido
@plasticochido Год назад
@@IBMTechnology Well done! That's an impressive technique, I just couldn't figure it out heheh
@jaligamaramana
@jaligamaramana 7 месяцев назад
Beautiful explaintion butt .....Is it a mirror that he is writing on or he is able to write from right to left ?!?
@IBMTechnology
@IBMTechnology 7 месяцев назад
See ibm.biz/write-backwards
@niharikamittapelly7027
@niharikamittapelly7027 Год назад
can I know on what u r writing
@JJan953
@JJan953 Год назад
you can tell this guy is incredibly smart because he had to write mirrored all video
@katipunero_ph9920
@katipunero_ph9920 2 месяца назад
He write words in a reverse form?!?! WOAHH Edited: Wait I realized it late that's just a mirror/ flipped horizontally vid
@zarakhan1518
@zarakhan1518 Год назад
Gorgeous 😍
@Scottfraser250
@Scottfraser250 2 года назад
I'm pretty sure he has to write in 'mirror' image because we are standing on the opposite of the glass to him. If so, how the hell is he doing that??
@IBMTechnology
@IBMTechnology 2 года назад
We flip the image in post-production so the speaker doesn't have to write backwards. That's why the lightboard videos appear to have an unusually high percentage of left-handed presenters.
@jerbear97
@jerbear97 Год назад
wait wait, is he writing in reverse?
@IT-lv1jw
@IT-lv1jw 10 месяцев назад
good lord
@BillusTinnus
@BillusTinnus Год назад
I miss the powerpoint days. The writing on these boards takes up too much watchtime
@amateur_football9751
@amateur_football9751 9 месяцев назад
Honestly I found this confusing, they need to replace this guy with an AI bot, he probably can explain it better
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