LSTM Networks with R | Movie Review Sentiment Classification

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  • Опубліковано 29 лис 2024

КОМЕНТАРІ • 47

  • @nguyenhaituan9838
    @nguyenhaituan9838 2 роки тому +1

    Thank you Dr. Bharatendra Rai for your great sharing.

    • @bkrai
      @bkrai  2 роки тому

      You are welcome!

  • @alphar85
    @alphar85 3 роки тому +3

    This is the one I requested on stocks. Thank you for making it happen.

    • @bkrai
      @bkrai  3 роки тому

      You are welcome!

  • @danielholmes2212
    @danielholmes2212 3 роки тому +2

    You really do an excellent job of explaining what you are doing in your videos. Keep up the good work. Thanks from U British Columbia.

    • @bkrai
      @bkrai  3 роки тому

      Thanks for comments!

  • @shoaibali3992
    @shoaibali3992 2 роки тому +2

    the video is very useful. Can you please guide me how can i input my data of 6 columns (5 columns as independent and 6th one is dependent column). I want to predict the data using the LSTM model.

  • @anitabenbhoi1022
    @anitabenbhoi1022 3 роки тому +2

    Dear Sir, How to perfrom aspect based sentiment analysis in R? Please guide us with series of videos

  • @zinmaroo6757
    @zinmaroo6757 2 роки тому +1

    Dear Sir, thank you for your clear explanation. I would like to know how to compute LSTM feature importance in R.

  • @rajatbathla1
    @rajatbathla1 3 роки тому +1

    Simplified explanation of complex topic.

    • @bkrai
      @bkrai  3 роки тому

      Thanks for comments!

  • @achual1909
    @achual1909 3 роки тому +1

    Excellent video. Thank you

    • @bkrai
      @bkrai  3 роки тому +1

      You are welcome!

    • @achual1909
      @achual1909 3 роки тому +1

      @@bkrai Can you share your contact id or email?

    • @bkrai
      @bkrai  3 роки тому +1

      seemabharat@gmail.com

  • @sonalichakrabarty1618
    @sonalichakrabarty1618 2 роки тому +1

    sir pls show for time series data forecasting

  • @dimplekashyap1
    @dimplekashyap1 3 роки тому +1

    Great video 👌🏼👌🏼

    • @bkrai
      @bkrai  3 роки тому

      Thank you 🙌

  • @chinois2100
    @chinois2100 3 роки тому +1

    Hi sir, in your SVM video, why didnt you use the typical Training data and test data? Is there any reason why? Thank you!!!

    • @bkrai
      @bkrai  3 роки тому

      Data partitioning should be done for SVM too.

  • @xruan6582
    @xruan6582 3 роки тому +1

    Thanks, can I make the first LSTM layer bidirectional?

    • @bkrai
      @bkrai  3 роки тому +1

      I think it should work fine.

  • @akhilsharma7163
    @akhilsharma7163 3 роки тому +1

    Sir there is no video of multivariate GARCH, i.e. DCC, CCC, BEKK, VAR, VARMA GARCH model. I request you to kindly make some videos on this particular topic

    • @bkrai
      @bkrai  3 роки тому

      I've added it to my list, thanks!

  • @liwenling1287
    @liwenling1287 2 роки тому +1

    Dear Sir, thanks so much for your helpful videos. I am trying to use LSTM in R according to your tutorial. However, when I load 'imdb' dataset, it shows error like:"Error creating conda environment". Does it mean I should install other environment for running keras in R? Hope to get your reply, I really want to do deep learning in R. Best wishes for you!

    • @bkrai
      @bkrai  2 роки тому

      Refer to this:
      ua-cam.com/video/-IYYqdxdYXk/v-deo.html

  • @sufod2sufod225
    @sufod2sufod225 3 роки тому +1

    Hello Sir, Thank you for the great video!
    I have a question about the data format: i have a dataset that has the sentences in words, there is a way to replace the words with the integers that indicates the frequences? So i can then perform the same steps as seen in the video.
    Thank you

    • @bkrai
      @bkrai  3 роки тому

      I'll make a video in a month or two. But meanwhile you can refer to my book that has a chapter about it: "Advanced Deep Learning with R"

    • @sufod2sufod225
      @sufod2sufod225 3 роки тому

      @@bkrai
      Hello Sir,
      I bought your book on Amazon, and it was great, I have found many answers in these months.
      There is one thing I don't completely understand about how neural networks implemented with Keras work.
      I understand the structure and how the total number of parameters is obtained, but not how networks work.
      I saw that with the command "model $ get_weights ()" it is possible to see the weights related to the different words used in the model. Are these weights recalculated (to improve) every time a new group (as specified in batch_side) of reviews is inserted in the model?
      Do you know, Sir, where can I find an explanation on how this particular type of network works?
      Thank you

  • @janidcp6027
    @janidcp6027 3 роки тому +4

    Sir, We want more videos in R, using machine learning and Deep learning

    • @bkrai
      @bkrai  3 роки тому +3

      Thanks! I've over 200 and will continue to do more.

  • @abiani007
    @abiani007 3 роки тому +1

    How to run terminal for installing netas and tensor flow in R as I am getting error using deep neural network model creation

    • @bkrai
      @bkrai  3 роки тому

      Try the platform that I’ll use at a live class today in about an hour from now.

  • @DB-kv3wu
    @DB-kv3wu 3 місяці тому +1

    Please help me in anlysing my data using this model

    • @bkrai
      @bkrai  3 місяці тому

      If you joined 'membership', I can meet you over zoom for 15 minutes and go over any questions that you may have.

  • @angelinwoen2746
    @angelinwoen2746 3 роки тому +1

    Hello sir, I have a question.
    Why can't I load dataset_imdb on my R? It says "Python module tensorflow.keras was not found." I have tried installing tensorflow, but it still shows error.
    Can you help me out on this? Thank you :)

    • @bkrai
      @bkrai  3 роки тому

      Try this:
      ua-cam.com/video/XVfn6IpoUPU/v-deo.html

  • @abiani007
    @abiani007 3 роки тому +1

    how can i use LSTM for regression in R? what needs to be changeds? or any links for LSTM regression R code. Plz inform

    • @bkrai
      @bkrai  3 роки тому

      I've added it to my list. Thanks!

  • @josinajoy24
    @josinajoy24 3 роки тому +1

    Hello Sir, Your channel contents are really informative and helpful for data analysis beginners like me. Sir, I am looking for a laptop for data analysis. Could you suggest me a good one?

    • @bkrai
      @bkrai  3 роки тому

      Thanks for comments! Regarding laptop, try this link:
      www.delltechnologies.com/en-us/ai-technologies/index.htm

  • @vibeherewithx
    @vibeherewithx 3 роки тому +1

    Sir , how can I deploy R machine learning models , can u make video for that ?

    • @bkrai
      @bkrai  3 роки тому

      I've added it to my list. Thanks!

    • @vibeherewithx
      @vibeherewithx 3 роки тому +1

      @@bkrai waiting :)

    • @bkrai
      @bkrai  3 роки тому

      Thanks!

  • @WahranRai
    @WahranRai 3 роки тому +1

    Keep the code simple, explicit and meaningfull : dont use the pipe !

    • @bkrai
      @bkrai  3 роки тому

      Thanks!