N-Gram Language Model, Exercises using, Bi-Gram, Tri-gram & Four-gram, Natural Language Processing

[@ashishkedarisetti6573]

Since, NLP is a new elective subject introduced in MU. It has been very difficult to get related content. This video has been very helpful and covers the basic concepts of N - gram models. I recommend this for anyone interested to know more about NLP.

[@varshasengineeringstuff4621]

Thank you so much

[@raptorgaming4445]

me bhi MU se hu bhaiii

[@apurvagollapalli3996]

N gram has never been explained in so much detail and so properly. The concept is taught very well from basics to example. Thank you ma'am

[@varshasengineeringstuff4621]

So nice of you

[@masoodamodak6671]

Natural Language Processing supposed to be a very complex topic for understanding and your explanation makes this complex task a simple one. Keep up the good work 👍

[@varshasengineeringstuff4621]

You're very welcome!

[@skbhuvaneshvar5048]

Finally!! U made concept clear, great work!! Thank you mam

[@varshasengineeringstuff4621]

Thanks for liking

[@koyacrab]

your vids have the best content abt this topic. thankyou so freakin much 😭

[@varshasengineeringstuff4621]

You're so welcome!

[@ankitadharurkar2791]

Clearly explained. Will surely help everyone to prepare the topic

[@varshasengineeringstuff4621]

Thanks dear

[@santoshpatil3614]

Best Video, Concepts explained in simple way with examples.

[@varshasengineeringstuff4621]

Thanks a lot

[@kalyanipampattiwar1135]

Very well explained....naive learner also can understand easily

[@varshasengineeringstuff4621]

Thanks a lot

[@cubedecoder8184]

BEST TEACHER EVER

[@varshasengineeringstuff4621]

Thanks

[@ash-xl3bb]

Very well explained. Thankyou madam.

[@varshasengineeringstuff4621]

Thank you dear

[@jawswasnevermyscene4258]

Thank you for this , hope you are doing well and are safe

[@varshasengineeringstuff4621]

Thank you! You too!

[@hitvlogz]

To the point and relevant. You explain well. Please do considering formatting the slides a bit better as it helps in grasping faster. All the best

[@varshasengineeringstuff4621]

Sure. Thanks for nice comment

[@krantijaybhay1295]

One of the best teacher I ever seen :) Great work mam 👍👌

[@varshasengineeringstuff4621]

Thanks a lot 😊

[@adityaborude2235]

Wonderful video for explaining the concept ma'am 🙌 It's very helpful for our revisions.

[@varshasengineeringstuff4621]

Thanks for liking

[@nehajagtap8943]

Well explained ma'am! Keep posting such useful concepts and topics. You are making topics very cleared and easy to understand for us.

[@varshasengineeringstuff4621]

Thank you, I will

[@HarshGupta-il1yr]

Very nicely explained , very easy to understand and example helps to understand better

[@varshasengineeringstuff4621]

Thanks for liking. Please do subscribe and share with ur friends.

[@cubedecoder8184]

YOU ARE A GOOD TEACHER

[@varshasengineeringstuff4621]

Thanks dear

[@savitalohiya3640]

NLP is difficult to understand. You explained it very well.

[@praveenkumarkazipeta]

wonderful explanation

[@varshasengineeringstuff4621]

Glad you think so!

[@aalindshukla3894]

Thank you so much

[@varshasengineeringstuff4621]

You're most welcome

[@aparnaiyer4598]

Very nicely explained

[@varshasengineeringstuff4621]

Thank you so much 🙂

[@cubedecoder8184]

MORE VIDEO PLEASE I LOVE YOUR VIDEO

[@riturao686]

Awesomely explained ma'am. This video has definitely made the concept easy to understand. I am sure it will be very useful for students to learn the concept, understand and apply them. Thank You so much for the video. Waiting for more videos.👍🙂.

[@varshasengineeringstuff4621]

Thanks a lot dear

[@Ikaachandubattula]

At 12:24 why you are not applying formula used at 5:26 i e chain rule?

[@amoghgokhale2967]

Great explanation!

[@varshasengineeringstuff4621]

Thanks!

[@huzaifa_swati]

Thank you ❤

[@varshasengineeringstuff4621]

Thanks. I guess You are from swat valley of Pakistan. It is very beautiful,

[@huzaifa_swati]

@@varshasengineeringstuff4621 I am 18th descendent of Last King of Swat Sultanate but unfortunately royal family had to leave Swat so we are living in nearby city of Swat now. Thank you for amazing words about our valley ❤️❤️

[@varshasengineeringstuff4621]

Thank you for sharing your connection to such a rich heritage. It’s fascinating to learn that you are the 18th descendant of the last King of Swat Sultanate, and I can only imagine the legacy your family carries. Swat Valley’s beauty, culture, and history are truly remarkable, and it’s heartening to know that your family remains part of its story.

[@huzaifa_swati]

@@varshasengineeringstuff4621 We are now landlords of neighboring Mansehra District which is way more beautiful than Swat. The famous Valleys like Naran Kaghan Valley, Siran Valley etc are situated in Mansehra.

[@varshasengineeringstuff4621]

Mansehra truly sounds captivating, especially with gems like Naran, Kaghan, and Siran Valley. Mansehra Rock Edicts are fourteen edicts of the Mauryan emperor Ashoka. It’s wonderful that you are part of such a beautiful and renowned region!

[@suyogkhadke4755]

Thank you!

[@varshasengineeringstuff4621]

You're welcome!

[@majidtehran6623]

thanks

[@varshasengineeringstuff4621]

Welcome

[@TheSavemotherearth]

👌🏾

[@varshasengineeringstuff4621]

Thanks.

[@TanveerAhmed-kn8eh]

what will be the probability of the first word in trigram model? can you explain please

[@varshasengineeringstuff4621]

Not getting your question exactly. For trigram, prediction of the word depends on previous two words. We have corpus always, from that we can calculate probability of each word and consecutive words also. Thanks for watching my videos. Please do subscribe my channel and share with your friends.

[@umarshahryar1901]

Mam kindly give the link of these slides.

[@binary_110]

Share the PPT please

[@gazimashrur63]

9:15

[@varshasengineeringstuff4621]

???

[@VaidehiMahyavanshi-um3io]

Great explanation!

[@varshasengineeringstuff4621]

Thanks!

[@lingareddygarimadhusudhanr7506]

Great explanation

[@varshasengineeringstuff4621]

Glad it was helpful!