What is NLP (Natural Language Processing)?

[@HoldenHaan]

Love how the instructor is smiling almost the whole time. It’s awesome to see some truly passionate about what they do.

[@bhupendrajangpangi7555]

Q😊0

[@shouygui4955]

He learned backwards writing for this one. ;)

[@achuunnikrishnan-w1h]

who fell in love with this man? really i had to here my lecture once more because of his clam and soft nature

[@shouygui4955]

some real pearls in this clam of a man

[@yilmazmustafa5523]

Watching this tutorial was one of the most efficient time I've ever had. I can learn anything with this kind of teachning style. Thank you.

[@olhakunt4549]

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]

Completely true!

[@4think304]

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.

[@bharathkm100]

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!

[@snay6869]

this comment will age like milk

[@AhmadShohaibArab]

Great explanation. This channel, IBM Tech is really great with its kind of people teaching for free.

[@eugenefritz6669]

You're a really great taecher. Massive congrats. I could hear you for a whole day, cheers.

[@sephyshen2510]

Good job, sir. I can feel your passion in the video for sharing NLP fundamentals for people who are interested in. Thank you.

[@reggenius]

Apt and concise explaination, love everything about the presentation; background, screen board... everything!

[@gauravpadole1035]

Better explanation than my university professor. Thank you so much.

[@SPaICTHub]

Thank you for this explicit explanation of what NLP, NLU, and NLG mean.

[@shireen8573]

This is the kind of explanation i was looking for, so that I can never forget it in the future. Whew! Thanks!

[@rachidphinixi2517]

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

[@AllenJohn]

No one is going to bring up the topic on how Martin is writing everything backwards so that we are read it properly?

[@mollyrathore18]

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!!!

[@ShittySimon]

Notice how everyone on this channel is writing with their left hand? They simply mirrored the recording so that we can read the text.

[@vertigoz]

​@@ShittySimonplease... They are all left-handed, please don't spoil it 😅😅

[@scottk3292]

Not only is he writing backward, but talking backward as well. They film these videos in reverse, to help with flipping the handwriting. 😉

[@Nishantmakadiya]

You are learning ai and you can't figure out that!? 😳

[@MuhammadUsman-uu2ei]

Way of explanation is next level. I understand the concept in one go.Thanks 👍

[@wrigleyandfenway]

Love this guy! Wish he was my instructor in all my classes!

[@carobills1759]

Great explanation, it makes language and networks truly easy to understand

[@gogyoo]

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.

[@befit_kw7762]

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.

[@saifulislamsarfaraz]

This is a really amazing explanation. I leant lot of from this tutorial Thanks IBM and Thanks Martin.

[@softwareengineer8923]

Such a lucid explanation, thanks a lot.

[@johng5295]

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++💥

[@VikramVijay-p7p]

It was really good video Martin , thanks for this...really appreciate the way you explain it..

[@eldrigeampong8573]

Excellent video. Clear and concise

[@mandyjacotin8321]

I followed you well - you kept it interesting and clear. Thank you.

[@joyone6031]

Thanks! This video is so clear for me to learn what is NLP.

[@thomasedwardking7286]

Amazing video 😊 you've inspired me to do my PhD on this. Beer in New Zealand waiting for you, mate 🍻

[@sangeetharajagopal9755]

Great way of teaching. Thank you

[@wingstofly9864]

i appreciate it man, nice explanation, it was certainly too helpful : )

[@PITON369]

When I heard about my native language, I felt like DiCaprio in a meme, Oh! Here I come! Here I come! :) By the way I don't drink vodka or another alcohol)) Actually, that's not the only reason I decided to write comment. Perhaps this is due to the fact that I know both languages, I have no problems with translation, but when I use other languages, for example, to communicate in another country, I have strong misunderstandings. For example, when I tried to buy a pen in Turkey, at first the translator translated that I wanted to buy a hand, but in the end I bought a pencil. And in automatic translation on AliExpress, it's often fun to just go in and read the product names and descriptions when you're reading seemingly random sets of words. And thank you for video!))

[@maciejg8864]

great explanation, Martin thank you!

[@delanoholmquist]

A bit of AI easily understood. Bravo, Martin 👍

[@abdullahiabbaabdullahi3926]

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]

Hi there! Thank you for the suggestions, we'll see what we can do! 🙂

[@sangyt6915]

Sir very great explanation. Please let me know what are Tools or libraries are usefull at NLP.

[@NoaLorber-Huss]

Such a brilliant explanation!

[@haopakkeli6555]

Thank you so much! It is a fabulous intro to NLP

[@hrishikeshaddagatla4789]

I was just starting to learn NLP for my startup idea and you made this damn interesting!!

[@anjalivs4517]

love your way of teaching...

[@jingyiwang5113]

I am really grateful for this amazing video!

[@diodesu]

If this person taught me rocket science, I'd be able to understand it I feel like. Wish there were more videos like this

[@vaporr5929]

A big thanks for this captivating presentation!

[@manoharansundaresan5012]

Simple and Effective presentation. Thanks a lot 👍👍

[@IronGin201]

Love the Futurama reference!

[@catia3178]

Very well explained. Thank you so much

[@developer_novice4237]

great job on the lemmatization and stemming example. good vs better & bet vs better

[@Drew0Ranger]

How the heck are you writing in reverse? Are you a robot? 🤔

[@amelm5214]

Same question 🤣

[@rh3892]

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]

@@rh3892 lol nooooooo the magic in the world has disappeared immediately

[@suhaibztv814]

Its like writing on a glass and recording from the other side and then flipping video horizontslly which inverts it for users.

[@user-om6cc1ft2p]

I was wondering the same thing lol

[@vasudevaraovadoothker5092]

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.

[@Amitesh.Shrivastava]

Soo simplified .. thank you😊

[@IBMTechnology]

Glad it was helpful!

[@VS-be6rw]

Wonderful Explanation!

[@johnnykidblue]

Did dude say, "I'm a master inventor"? Is it his official job title, or is that a flex?

[@IBMTechnology]

Yes, master inventor is an official title here at IBM.

[@mefgarba3407]

Thanks a million! This was so informative!

[@cipher3966]

Sentiment analysis that can detect sarcasm? Oh yeah, that's are REALLY useful invention

[@bigstick8699]

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

[@MariaMella-t6n]

Great video ! Congrats ! 😊

[@drzafarullah76]

Outstanding. How do you write live with marker?

[@IBMTechnology]

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]

@@IBMTechnology Well done! That's an impressive technique, I just couldn't figure it out heheh

[@websoftwaredeveloperijtiha3093]

Thanks for sharing this knowledge. Can you tell me how to start to be process with programming language?

[@ZhilaKiyanfar-ox2zl]

irst, I want to thank you for the excellent and insightful explanation you provided about NLP in your KZbin video. I am currently working on research that examines the impact of AI on students' motivation to learn English, utilizing the Self-Determination Theory (SDT). This theory focuses on three main components: Autonomy, Competence, and Relatedness. My question is whether, in your opinion, it is possible to use NLP techniques to extract these three components from textual data, such as interviews and students' responses? Specifically, can NLP analyze and classify emotions and themes that relate to these SDT components? Additionally, since I aim to explore Perceived Emotional Intelligence (PIE) in my research, I wonder if it is possible to analyze audio (e.g., voice tone, emotions conveyed through speech, etc.) using NLP techniques. If so, what methods or tools would you recommend for such analysis? I would greatly appreciate your insights or suggestions on this topic. Thank you very much for your time and consideration.

[@Daniela190881]

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!

[@لمعان-ض9ع]

Tremendous video. Thank you so much.

[@vlnsatyasaivivekgulupalli3908]

Best introduction!!

[@Moiez101]

Phenomenal video!

[@ralphmherrera]

Where can I find the article you referenced?

[@dorisfang8636]

nice explanation!

[@diljithshajahan8199]

Very detailed and easy

[@katipunero_ph9920]

He write words in a reverse form?!?! WOAHH Edited: Wait I realized it late that's just a mirror/ flipped horizontally vid

[@arindambasu8343]

Excellent Video

[@frozenfire8632]

thank you make things really. clear. i wanted to know what are the procedures to gether the sentences and there meaning in an app. in other word how can i use a dialect that has not a lot of written data except on social medea but a lot of films and audios musics . i mean a linguestic study.

[@MayankSinghParmar]

Wonder full video. Subject expalined clearly

[@sumedhaj9017]

Really nice video! Thanks

[@IBMTechnology]

Thanks for the appreciation and for watching, Sumedha!

[@nishattanzim4774]

Thank you so much. Yah this made a lot of sense.

[@saqibmumtaz9380]

Best explanation.

[@Prolog-f3f]

It helps a lot 😂😂🎉

[@lzh00]

The closing sentence is epic😂

[@008pitu]

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....?

[@kiikoman08]

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?

[@HANNAHLUMERIA-it5rw]

Fascinating really

[@moshfiqurrahman5996]

Man you should focus on your NTW(Natural Text Writing) :D. No difference between G and S :D

[@maroxesen1]

Is it just me or is he handwriting the texts' mirror reflections?

[@abysamurai]

Easy to understand!!! 😊

[@ennioagc]

what is the difference between text mining and NLP?

[@JJan953]

you can tell this guy is incredibly smart because he had to write mirrored all video

[@jaligamaramana]

Beautiful explaintion butt .....Is it a mirror that he is writing on or he is able to write from right to left ?!?

[@IBMTechnology]

See ibm.biz/write-backwards

[@vengateshm2122]

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]

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]

@@IBMTechnology Thank You

[@kennethhodge7953]

When I ask my buddy, Gemini, where Eliza went, it responds that NLP is the closest emulator of Eliza among AI flavors. Your explanation, here, suuggests that is correct.

[@ShenJie-rh5yo]

I want to learn about tense, can NLP do that? Thanks

[@FinArt119]

how can you write in mirrored font type?

[@arnabjana7706]

The video is mirrored actually!!

[@jed2473]

exellent video

[@velo1337]

does nlp always use XML as the structured form of text?

[@Jorn-sy6ho]

Always wondered why dictionary is so integrated into iOS. It helps me a lot, but now I learn Siri learns about it as well ;)

[@Flankymanga]

Good content but there was a huge echo with the audio.

[@habeel6848]

how does the computer understand the structured sentence.

[@shkoqader3518]

Thank you so much.

[@jamesbostick7297]

Fantastic.

[@jfychan]

I'm seeing 2 options here: 1: you've flipped the video 2: the dude can just naturally write everything backwards that easily... Please say it's 1!! for my own self esteem!!!

[@Countchup]

Does ai will replace doctors?

[@chetanrawatji]

Thank You ❤

[@Scottfraser250]

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]

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.

[@peterpark2981]

He's writing backwards. He's a genius.

[@jerbear97]

wait wait, is he writing in reverse?

[@kairosp1564]

No he just flipped the video