Recurrent Neural Networks (RNNs) ke kai applications hain jinmein ye sequence data ko handle karna important hota hai. Yahan kuch common applications hain: 1. **Language Modeling:** - RNNs ko language modeling mein use kiya jata hai, jaise ki next word prediction tasks. 2. **Speech Recognition:** - Awaz ko text mein convert karne mein RNNs ka istemal hota hai. 3. **Time Series Prediction:** - RNNs time series data, jaise stock prices, weather data, aur sensor readings ke prediction mein kaam aate hain. 4. **Natural Language Processing (NLP):** - Sentiment analysis, text summarization, aur machine translation jaise NLP tasks mein RNNs ka istemal hota hai. 5. **Video Analysis:** - Video frames ko analyze karne aur sequential information ko capture karne ke liye RNNs ka istemal hota hai. 6. **Generative Models:** - RNNs ko generative models banane mein use kiya jata hai, jismein naye data points generate kiye ja sakte hain. 7. **Robotics:** - Sequential decision-making problems mein, jaise ki robotic path planning, mein RNNs ka istemal hota hai. 8. **Healthcare:** - Medical data, patient monitoring, aur disease prediction mein RNNs ka istemal hota hai. 9. **Financial Forecasting:** - RNNs ko financial data analysis mein use kiya jata hai, jaise stock market trends predict karne ke liye. 10. **Game Playing:** - Sequential decision-making problems in games mein RNNs ka istemal hota hai. RNNs sequential information ko handle karne mein expert hote hain, lekin long-term dependencies ko capture karne mein kuch challenges hote hain jinhein LSTM (Long Short-Term Memory) aur GRU (Gated Recurrent Unit) jaise architectures se address kiya jata hai.

IF I would have power to give top ranking of teaching AI, then I would give Sir Nitish. Love from Pakistan.

i have seen your videos while i'm doing my internship ,it assist me a lot and gained ample amount of knowledge thorough your videos brother. we are so appricaite you the way of teaching and explaining each and every concept.

u r amazing sir u teach very well and in very depth. i also bought one paid course but your course is far much much better than that course. thanku so much sir.

Happy diwali Nitish bhai! Love your videos, helps me brush up my knowledge!

It would be really helpful if you can make videos on Transformers, LSTMs, LLMs within this playlist.

@Shuraim843

6 ай бұрын

Sir please make a video on "attention is all you need " research paper and transformer architecture

You're really saviour for my project.

Very well explained sir. Thank you a lot 🙂

खतरनाक सर, Very informative

Happy Diwali Sir. Nice roadmap for RNN. I am very excited to learn it.

Great explanation sir.

really your videos are amazinggggggg n so simple to understand

Thank you very much, dying to learn LSTM from you.

@shrikant136661

Жыл бұрын

Mo

@shrikant136661

Жыл бұрын

Mo

Volume issue in this video while showing the examples. The videos are so awesome! 👌

Nicely introduced RNN, Thanks

Your explanation are superb awesome ❤❤❤ sir ❤

You never let us down. ❤‍🔥🔥🔥🔥🔥🔥

Very good explanation

Sir, very thankful video.

Sir I can't get your lecture video on autoencoder and VAE ??? Pls make video on these two

Happy Diwali sir....waited for many times

Thank You Sir.

Happy Diwali bhai, Excited to learn RNN

Kindly make video on LSTM also.

Well explained. Thanks a lot :)

One of the best 👏🏻

Thank you sir!!!

Please make video on Graphical neural network. Please compare it with CNN and why such generalisation is needed?

Bhaiya you are great!!!

good content

Thank u very much sir it was much awaited.

Krish pls upload a video on implementation of capsule neural network..on dogs n cats daatset

Is label encoding before or after train test split?

Awaiting for your next video pls

Superb

Happy Diwali Bro...

Ran sentimet analysis on few comments and enjoying learning

Thanks sir

Sir It's hard to understand Yolo please make a magical video on that. Also can you make a video on semantic analysis in order to recommend user on the basis of their semantic which is submitted by user on a website.

Sir how to convert a ensemble model into a federated learning model?

finished watching

Tq so much sir

Learning RNNs August 12, 2023😊

sir please complete this playlist , eagerly waiting

00:02 Recurrent Neural Networks (RNNs) are a special type of neural networks used for sequences and NLP tasks. 03:51 Sequential data is a type of data where the sequence of elements matters 07:34 The need to represent sequential data in neural networks 12:26 The first sentence has the maximum number of words with 5 words. 17:18 The problems of wearing size and unnecessary computation in ANM on sequential data 20:48 Sentiment analysis and sentence completion 23:00 RN has various interesting applications. 25:38 The model can understand and answer questions related to a given paragraph. 28:29 The video discusses back propagation in time and the problems arising in RNN

Please make video on xgboost as same as you have made for adaboost

Happy diwali sir ji

Awesome video sir.😍😍😍 sir LSTM ka video kab aaiga?

sir please video on encoder decoder architecture and explain it Attention Mechanism Transformers

why ANN has no sequence information ? if sequence changes so does order of 1d one hot encoded vector changes ? its like normal input sequence change in normal ANN , and ANN can be trained for all possible sequence in the world ? Only issue is related to sparse and large no of weights to be trained ?

@Pushprajgour

2 ай бұрын

as the order will change, but still if you see your entire input data set it will still remain same

sir can you make series on GANs.?

Sir please explain the encoder and decoder. Really found it hard.

24 hrs energy prices, solar power output 24 hrs kya ye sab bhi sequential data hai?

sir plase make a video on LSTM, bi-LSTM, GRU

Hi Nitish,If possible please upload 2 videos per week..I would request you to finish FEATURE SELECTION in ML,DBSCAN,XGBOOST,ROC-AOC CURVE ,NLP ADVANCE ,PYTHON 100 DAYS AND MLOPS PLAYLIST ALSO

@indianengineer5802

Жыл бұрын

Bhai jaaan lele bande ki 😂

@readbhagwatgeeta3810

Жыл бұрын

Don't worry his 7th month complete data science course is starting from 7 th nov and he will cover everything from SQL to deployment...for free☺️

@nikhiliyer8436

Жыл бұрын

@@readbhagwatgeeta3810 ,Its paid course boss not free

@readbhagwatgeeta3810

Жыл бұрын

@@nikhiliyer8436 No it's for free. Extra features like doubt clearing, interview preparation and last project section are paid but the class which will be occur every mon, tue and wed will be available for everyone.

@nikhiliyer8436

Жыл бұрын

@@readbhagwatgeeta3810 ,I know man so what about current playlist of NLP,DL and PYTHON which still not finished ,from now he will only care about this classes only

plz make a video for transformer too.Can't for this

17:00-->20:30 Why we need RNN

my PhD in NLP carreer totaly dependent on you.

sir, when is the new data science course going to start, i joined and ever since you have not any new stream ??

@campusx-official

Жыл бұрын

It will start from 7th November

@hotsizler305

Жыл бұрын

@@campusx-official can you give a pdf on the roadmap of course and how long it will take??

@campusx-official

Жыл бұрын

@@hotsizler305 kzread.info/dash/bejne/oICXqNuHnK_TpZc.html See this video. I have discussed everything here.

complete playlist

best

sir RNN ka plan of attack is fire

African Love birds behind the scenes😅

Sir Complete this Pleylist please

sri we have remove name word nitesh

😊

Race 3 ka review analysis 😂