Common NLP Tasks - sentiment analysis - conversational agents - knowledge graph and QA systems - summarization - topic modelling - typing behaviour - text parsing into noun verb - speech to text Approaches to NLP - Heuristic methods - -- regular expressions, wordnet, open mind common sense - machine learning methods - deep learning methods -- deep learning algorithms retain data in sequential order -- auto feature selection # Challenge in NLP - more than one meaning of a sentence - contextual words - colloquialisms, slang and idioms - tone diff (irony, sarcasm) - spelling errors - creativity in poems, dialogue and script - diversity of languages
I abandoned my course on coursera by Andrew ng and started watching your videos. The way you teach with sheer enthusiasm keeps me going. Finding your channel is the best thing that has happened to me in my data science journey 💜
I am learning data science from last 7-8 months and watched videos of approximately every youtuber. problem is they are mixing things a lot and creating confusion. You are the only one who has a clear approch to every topic. You teach each and every detail. Thank you for helping us.
As I follow Campusx since last 2 years.. This Channel really helps me to crack GATE Data Science and Artificial intelligence Paper. And I am a Big Fan of your 100 days of ML and DL playlist. I really love your teaching style ❤. I would highly request you to please launch End to End NLP course on your website so that we can dive deeper into the world of NLP.. Thank you
Thank you so much for making a NLP playlist in Hindi. There are hundreds of channels talking about NLP in English but understanding such complex topics in your First Language makes it a lot clearer conceptually.
The first paragraph itself is a Gem, he is talking about Black Box method of learning, learn an overview, then go into the specifics He's a genius, i'm telling you
You are the best teacher ever I have got in my life. The way you teach us, to be honest it’s really mesmerising. Please upload more and more videos so that we can learn more. One request, please expand the duration while making videos so that our doubts will be clear.
Alright, this guy knows how to teach, maza ayega in coming weeks. You have raised all our expectations. Can't wait for the future lectures. Thanks for sharing your knowledge.
"Finding your channel is the best thing that has happened to me in my data science journey "yeh line best define karta aapke efforts ko thankyou so much sir for this wonderful explanation☺
This is hands-down the BEST channel I've discovered-authentic, crisp info and the best part is your projects. Thanks a ton for this!! Hope this channel grows well 🥳
Great introduction to NLP. I have hands on experience in NLP from projects and research work, but I never formally learned NLP. Thanks to your series, now I can go back to basics of NLP and improve my understanding and knowledge even more.
Thanku sir your 100 days machine learning series is too good it's like a whole institute wali feeling each and every concept 👍 clear ⭐ Waiting for next NLP part 🙏
from today i started NLP lecture .thank you sir for this video . i will make you proud one day and we will meet in some path and talk about ML/NLP . once again thank you and Happy new year to you and your family.
CampusX is the ultimate key for students who are searching on youtube for topics in data science. A detailed and understandable explanation, which makes curious to learn more.
Indeed, too many informative and exciting tutorials. Before watching this video, I had only known about word 'NLP'.But now you have fully cleared it up. Love from Pakistan!!!keep it up
00:00 Introduction to NLP and its importance 02:35 NLP is a combination of linguistics, computer science, and artificial intelligence, aiming to teach natural language to machines. 07:10 Machines being able to communicate like humans 09:20 Real world applications and common NLP tasks 13:44 Google's evolution in the last decade 15:57 NLP is used for text and document classification 19:59 NLP Lecture covers text summarization and topic extraction 22:10 NLP involves analyzing and understanding text. 26:37 Regular expressions are an important tool in NLP. 28:49 Using wordnet for various types of natural language processing tasks. 32:52 Introduction to NLP and key algorithms 34:54 Information advantage in NLP 39:19 Understanding multiple meanings of sentences is challenging for machines 41:38 Understanding the hidden meanings of language in NLP. 45:44 Challenges and assignment for NLP study Crafted by Merlin AI.
Your channel is really amazing wrt each topic in a detail way! Thanks for uploading the course. Please continue uploading videos on NLP so i do not have to go to other channels.
Thanks you so much for this lecture, I never had any idea about NLP but just go through this full video I got the NLP intro. thank you so much again. But I have DL experience and I will go through your whole playlist.
Hi Nitish, I really appreciate your efforts and the quality teaching. Your explanations are very clear and easy to understand. I am really waiting for a new video on NER and I'm sure many people would be waiting as well. It would be really helpful if you create one. :)
Common NLP Tasks
- sentiment analysis
- conversational agents
- knowledge graph and QA systems
- summarization
- topic modelling
- typing behaviour
- text parsing into noun verb
- speech to text
Approaches to NLP
- Heuristic methods -
-- regular expressions, wordnet, open mind common sense
- machine learning methods
- deep learning methods
-- deep learning algorithms retain data in sequential order
-- auto feature selection
# Challenge in NLP
- more than one meaning of a sentence
- contextual words
- colloquialisms, slang and idioms
- tone diff (irony, sarcasm)
- spelling errors
- creativity in poems, dialogue and script
- diversity of languages
I abandoned my course on coursera by Andrew ng and started watching your videos. The way you teach with sheer enthusiasm keeps me going. Finding your channel is the best thing that has happened to me in my data science journey 💜
Same bro
After this you will have to go back to Andrew ..You need to know basics to understand Andrew NG
Same here i stopped watching other Vedios on ML DL NN projects & directly switch to this ...🙏🙏🙏😍😍❤️❤️❤️❤️
Same here !!!!
same here
I am learning data science from last 7-8 months and watched videos of approximately every youtuber. problem is they are mixing things a lot and creating confusion.
You are the only one who has a clear approch to every topic. You teach each and every detail.
Thank you for helping us.
As I follow Campusx since last 2 years.. This Channel really helps me to crack GATE Data Science and Artificial intelligence Paper. And I am a Big Fan of your 100 days of ML and DL playlist. I really love your teaching style ❤. I would highly request you to please launch End to End NLP course on your website so that we can dive deeper into the world of NLP..
Thank you
Thank you so much for making a NLP playlist in Hindi. There are hundreds of channels talking about NLP in English but understanding such complex topics in your First Language makes it a lot clearer conceptually.
The first paragraph itself is a Gem, he is talking about Black Box method of learning, learn an overview, then go into the specifics
He's a genius, i'm telling you
You are the best teacher ever I have got in my life. The way you teach us, to be honest it’s really mesmerising. Please upload more and more videos so that we can learn more. One request, please expand the duration while making videos so that our doubts will be clear.
Alright, this guy knows how to teach, maza ayega in coming weeks. You have raised all our expectations. Can't wait for the future lectures. Thanks for sharing your knowledge.
"Finding your channel is the best thing that has happened to me in my data science journey "yeh line best define karta aapke efforts ko thankyou so much sir for this wonderful explanation☺
This man is the best thing that happened to me.
I have watched his many videos and I recommend his channel to many of my friends who are learning ML.
This is hands-down the BEST channel I've discovered-authentic, crisp info and the best part is your projects. Thanks a ton for this!!
Hope this channel grows well 🥳
So far I have wasted significant amout of money on AI and ML courses and now I'm learning it here for free
He's simply amazing
I am a Mathematics student. Sir your teaching style turned me to the field of AI.
Waiting for next videos in deep learning course.
Seriously it was not appearing like some boring study task instead I was literally enjoying the video..Your teaching is Amazing!😄😄
Have u learned full nlp
Finding Nitish Sir's teaching channel is the best thing that has happened to me in my data science journey.
Hattts Off Sir Ji !!!!!!
Great introduction to NLP. I have hands on experience in NLP from projects and research work, but I never formally learned NLP. Thanks to your series, now I can go back to basics of NLP and improve my understanding and knowledge even more.
Best content ever and most aligned. All the best buddy !!
Thanku sir your 100 days machine learning series is too good it's like a whole institute wali feeling each and every concept 👍 clear ⭐
Waiting for next NLP part 🙏
Your content is worth in gold.....In case the NLP wont be able to tell, wonderfully explained. Earned a subscriber today. As well as a fan
Waiting from long for NLP vedios. Super excited to learn more. Thank you so much.
Even Great word cannot explain u r Greatness. U r a true sage, spreading wisdom in the most simplest way. 🙏❤ thanks a lot sir.
Kudos ! You rock, I have been following your videos quiet some time, your teaching is excellent.
from today i started NLP lecture .thank you sir for this video . i will make you proud one day and we will meet in some path and talk about ML/NLP . once again thank you and Happy new year to you and your family.
You are great sir . Your teaching technique is very Excellent sir.
God bless you sir.🙏🙏🙏
Greatest video on NLP , I ever seen in life 🙌🏻
You are exceptional in making things simpler and easier thanks for your contribution genuine and authentic content .
even so called big institute will not explain concepts like this thanku so much sir
The applications and task you gave has already made NLP interesting!
CampusX is the ultimate key for students who are searching on youtube for topics in data science. A detailed and understandable explanation, which makes curious to learn more.
Bro ..please complete the nlp playlist..it a huge request ❤️
Indeed, too many informative and exciting tutorials. Before watching this video, I had only known about word 'NLP'.But now you have fully cleared it up. Love from Pakistan!!!keep it up
hello g.
Thank you so much sir , i'm really exicited to complete this assignment
Excellent Tutorial. You are doing a great job for the community.
00:00 Introduction to NLP and its importance
02:35 NLP is a combination of linguistics, computer science, and artificial intelligence, aiming to teach natural language to machines.
07:10 Machines being able to communicate like humans
09:20 Real world applications and common NLP tasks
13:44 Google's evolution in the last decade
15:57 NLP is used for text and document classification
19:59 NLP Lecture covers text summarization and topic extraction
22:10 NLP involves analyzing and understanding text.
26:37 Regular expressions are an important tool in NLP.
28:49 Using wordnet for various types of natural language processing tasks.
32:52 Introduction to NLP and key algorithms
34:54 Information advantage in NLP
39:19 Understanding multiple meanings of sentences is challenging for machines
41:38 Understanding the hidden meanings of language in NLP.
45:44 Challenges and assignment for NLP study
Crafted by Merlin AI.
Sir, Exceptionally well structured and explained. Big fan of you. Can't thank you enough for your contribution.
BEST LECTURES ON INTERNET, BETTER THAN ALL PAID COURSES❤
Your channel is really amazing wrt each topic in a detail way! Thanks for uploading the course. Please continue uploading videos on NLP so i do not have to go to other channels.
Sir You Are my Favourite Teacher Ever. Love From Pakistan
Thanks for explaining in simple and lucid manner. More power to you!!
Awesome tutorial, sir... Very curious for second lesson, plz bring it quickly.
from the day I found this channel , I am just addicted to its content.....Thanks for making such great lectures
Sir your assignment is good , it will be helpfull for portfolio purpose
The medium thing is way more efficient than it seems, revisiting the video to write the blog, grasping the concepts in a much better way.
In love with your teaching style....
Thank you so much.... waiting for next video already...😊
Best Teacher !! love your style Sir !!✨✨🌹🌹
Thanks you so much for this lecture, I never had any idea about NLP but just go through this full video I got the NLP intro. thank you so much again. But I have DL experience and I will go through your whole playlist.
Thanks a lot brother! Keep faith on us cause we will surely reveal the remaining 95% by our hardworking💌
kya banda hai bhai ye!! respect!
Amazing tutorial. I have a udemy course, and your explanation is way better than that course.
Please keep it up
Thanks. Keep supporting
Thank you sir for making video
mast laga video dekh ke, you made it easy bro. Learning is now easy after watching this roadmap. thank you very much
It's Always worth it, watching your video 🙌.
i have learned a lot with u...the best lecture of deep learning
This channel and your teaching❤....you really made it easy for me... Thank you so much
Amazing session , loved it.
Amazing explanation love from Pakistan ❤
Great leacture ❤❤
underrated channel on youtube !!!
Best mentor I have ever seen 😊
Very well explained Nitish bhaiya.
❤
Very detailed. Exactly what was needed. Thanks
best teacher i have ever seen
thank you for such good content sir
i LOVEDTHE WAY YOU HAVE EXPLAINED
You are superb Sir.
I really appreciate your efforts😊
You are a total GEM 💙💙. Love the way you teach about anything related to DS, ML and DSA.
Am learning this to rank my website better and to know how google actually ranks your article.
Another gem I got in YT
This needs more likes views and subscriptions and donations and support and EVERYTHING!!!
thanks for the AMAZING playlist. Could you please complete the full playlist?
Thank you so much.. forever grateful to you 🙏
You are the best teacher
amazing way of teaching
Thanks Sir Ji
Your Lectures are really helpful😀
Hi Nitish, I really appreciate your efforts and the quality teaching. Your explanations are very clear and easy to understand. I am really waiting for a new video on NER and I'm sure many people would be waiting as well. It would be really helpful if you create one. :)
you are awesome sir.
Very much explained sir.
This is just what I needed today!! Great Intro :)
Wow Maza A Gya Bhai
best tutor😇😇☺
44:00 That's just what i needed today! *iykyk*
Sir please complete remaining NLP topics.
I am a Data Scientist... looking forward for your projects related to NLP QnA. Will you do such projects?
Thank You Sir.
Congratulation in advance , 1M Subscriber loading....
Awesome video sir...
Eagarly waiting for next video 😀
By when should we expect completion of this course
Thanks for thsi video series!
thank you so much,si,r Your way of teaching is really awesome
You're the best !Thank You !
your teching realy helping me a lot .... !
thanks very much!
Thank you sir for everything !!
Thank you to give such kind of knowledge...that make the leacture so interesting ✨
Thankyou for this wonderfull content sir..
thanku sir for such a informative video
Thanks you for this, I just love learning from you 🙏
Very well explained 👍👍
Thanks a lot for this playlist
Wonderful course!