Stats Wire

Stats Wire

Welcome to Stats Wire. I, Amir Siddiqui work as a Data Scientist. On this KZread channel, I usually talk about Artificial Intelligence, Machine Learning, Neural Networks, Deep Learning, and more!

My LinkedIn Account: www.linkedin.com/in/amirsiddiqui22/

Пікірлер

  • @karthikb.s.k.4486
    @karthikb.s.k.448616 сағат бұрын

    Great will the above code works with 8gb RAM machine will the inference will be slow? Please let me know.

  • @StatsWire
    @StatsWire16 сағат бұрын

    Thank you. I have made this tutorial on my 8GB RAM laptop. A little slow but it works without any problem.

  • @bhargavkumarnath1876
    @bhargavkumarnath187617 сағат бұрын

    Good tutorial.

  • @StatsWire
    @StatsWire16 сағат бұрын

    Glad it was helpful!

  • @rajeshberepalli2604
    @rajeshberepalli26043 күн бұрын

    Nice tutorial brother and one thing i want to share is score means not accuracy, it is R^2 value, which explains how the model captures the variance of data.

  • @StatsWire
    @StatsWire16 сағат бұрын

    Thanks!

  • @gunabaki7755
    @gunabaki77554 күн бұрын

    Good video. On point content

  • @StatsWire
    @StatsWire16 сағат бұрын

    Thank you

  • @triggeredgamer206
    @triggeredgamer2065 күн бұрын

    code ?

  • @StatsWire
    @StatsWire16 сағат бұрын

    It is in the github repo. github.com/siddiquiamir/PySpark-Tutorial

  • @uniqueuday8569
    @uniqueuday85696 күн бұрын

    0 for setosa 1 for ? 2 for ? Does it follows the order in that target column or alphabetical order?

  • @StatsWire
    @StatsWire16 сағат бұрын

    It is based on which category is first

  • @DrCheez342
    @DrCheez3426 күн бұрын

    thank you my friend!

  • @StatsWire
    @StatsWire16 сағат бұрын

    Thank you too!

  • @sivasundarvijaivijai4039
    @sivasundarvijaivijai40397 күн бұрын

    Very good video sir. Thank You . I have one doubt templates folder how to make sir

  • @StatsWire
    @StatsWire16 сағат бұрын

    Please let me know

  • @ahmet.ardahanli
    @ahmet.ardahanli8 күн бұрын

    I think there is a logic error in for loop. In for loop we don't use the feature, Only fit operations are performed as many as the number of variables.

  • @StatsWire
    @StatsWire15 сағат бұрын

    I hope you found it useful

  • @jayavaradhanjayavaradhan8445
    @jayavaradhanjayavaradhan844511 күн бұрын

    could you please provide the data set?

  • @StatsWire
    @StatsWire15 сағат бұрын

    Please find it here: github.com/siddiquiamir/Data

  • @jayavaradhanjayavaradhan8445
    @jayavaradhanjayavaradhan844511 күн бұрын

    could you please share the dataset?

  • @StatsWire
    @StatsWire15 сағат бұрын

    Please find it here: github.com/siddiquiamir/Data

  • @maty7778
    @maty777811 күн бұрын

    This video has been extremely helpful! Thank you for your research and for sharing it.

  • @StatsWire
    @StatsWire15 сағат бұрын

    You're welcome!

  • @Sehajbir_Singh12
    @Sehajbir_Singh1211 күн бұрын

    is there a way to save the session before exitingg, and open and continue from where we left ?

  • @StatsWire
    @StatsWire15 сағат бұрын

    You can pass the parameter to keep the session alive based on the hours

  • @chitrajayapalan5296
    @chitrajayapalan529612 күн бұрын

    after typing pip install pyodbc in command prompt, i am getting a msg as 'pip' is not recognized as an internal or external command, operable program or batch file. Plz help me in this

  • @StatsWire
    @StatsWire15 сағат бұрын

    This is a very normal error. You just have to set the environment variable.

  • @syedsajjadali4220
    @syedsajjadali422013 күн бұрын

    Appreciate the efforts, thank you❤

  • @StatsWire
    @StatsWire15 сағат бұрын

    You're welcome!

  • @rollingrage6384
    @rollingrage638418 күн бұрын

    will this work for an image classification model also ?

  • @StatsWire
    @StatsWire15 сағат бұрын

    I have not tried it on the image dataset

  • @SundarKannan_Tenkasi
    @SundarKannan_Tenkasi19 күн бұрын

    Nice Explanation , Easy to Understand the code

  • @StatsWire
    @StatsWire15 сағат бұрын

    You're welcome!

  • @castpark5741
    @castpark574120 күн бұрын

    Thank you very much! my firend is from indiaaaa

  • @StatsWire
    @StatsWire15 сағат бұрын

    You're welcome!

  • @harshitalalwani8127
    @harshitalalwani812722 күн бұрын

    hello which data is to be used? after downloading the zip file there are lots of different files

  • @StatsWire
    @StatsWire15 сағат бұрын

    Can you check if the same data is available

  • @kunaldas5011
    @kunaldas501124 күн бұрын

    missing1.csv file not found

  • @StatsWire
    @StatsWire15 сағат бұрын

    Sorry for that. Can you create a same csv file?

  • @owonubi_lyon
    @owonubi_lyon25 күн бұрын

    it showed this error 'pip3' is not recognized as an internal or external command, operable program or batch file.

  • @vinhtran5212
    @vinhtran521219 күн бұрын

    same

  • @evgeniy.fateev
    @evgeniy.fateev26 күн бұрын

    If we set `Settings.text_splitter = text_splitter`, why do we need to pass it again in `transformations` parameter inside `VectorStoreIndex.from_documents` method?

  • @westwood2678
    @westwood267827 күн бұрын

    Simple, straight to the point, no bullshit. AMAZING, this is what I love, and you give extra details , thanks bro <3

  • @StatsWire
    @StatsWire15 сағат бұрын

    You're welcome!

  • @danytavares
    @danytavares29 күн бұрын

    Can you please code and data this example?

  • @StatsWire
    @StatsWire15 сағат бұрын

    Please find it here: github.com/siddiquiamir/llamaindex

  • @rubenneftali6498
    @rubenneftali6498Ай бұрын

    Thanks a lot for your excellent explanation :)

  • @StatsWire
    @StatsWire15 сағат бұрын

    You're welcome!

  • @wtfashokjr
    @wtfashokjrАй бұрын

    at the last what did you tap because i cannot able see nothing

  • @StatsWire
    @StatsWire15 сағат бұрын

    I guess nothing important:) I hope it worked for you.

  • @tanirikapal8690
    @tanirikapal8690Ай бұрын

    my code is not reading the dataset

  • @tanirikapal8690
    @tanirikapal8690Ай бұрын

    please help

  • @StatsWire
    @StatsWire15 сағат бұрын

    What problem are you facing?

  • @FatimaSharif-bo8gr
    @FatimaSharif-bo8grАй бұрын

    Hello Sir... I find this video very educative while following the video and trying,i encountered an error in the app.py. the error says "Traceback (most recent call last): File "C:\ML Model Deployment\app.py", line 10, in <module> model = pickle.load(open("model.pkl", "rb")) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ EOFError: Ran out of input " i wanted to see how your model.pkl file is but unfortunately i couldn't because it's not opening, and i noticed that my model.pkl file has nothing in it Sir if you can help me solve this problem i will really appreciate Thank you!

  • @StatsWire
    @StatsWireАй бұрын

    Can you check step by step where the problem is coming.

  • @FatimaSharif-bo8gr
    @FatimaSharif-bo8grАй бұрын

    I did check Sir, but i can’t seem to find any problem

  • @sharamuthu1768
    @sharamuthu1768Ай бұрын

    HI sir, if we have 100+ columns how can we type all those, other than import option is there anyother thing?

  • @StatsWire
    @StatsWireАй бұрын

    Yes, there are other options that you can get in the official documentation.

  • @girirajpurohit6991
    @girirajpurohit6991Ай бұрын

    Brother kaam nikal gaya, Thank you

  • @StatsWire
    @StatsWireАй бұрын

    Great

  • @VijaySingh-cd8xh
    @VijaySingh-cd8xhАй бұрын

    Can you please point to where the code for this example is? It does not live in the links you have provided.

  • @StatsWire
    @StatsWireАй бұрын

    I will update the repo today. Thanks for highlighting.

  • @noengls
    @noenglsАй бұрын

    'pip3' is not recognized as an internal or external command, operable program or batch file. what does this mean?

  • @StatsWire
    @StatsWireАй бұрын

    if you paste the same error in KZread you will get videos on how it solve it. It will take only 2 minutes to set environment variable.

  • @user-ck4zo5ro8n
    @user-ck4zo5ro8nАй бұрын

    I need endpoint to the api key

  • @StatsWire
    @StatsWireАй бұрын

    This is the same

  • @vismitasai2521
    @vismitasai2521Ай бұрын

    i am r square -1.0..what should i do??

  • @StatsWire
    @StatsWireАй бұрын

    That you means perfect negative correlation

  • @vismitasai2521
    @vismitasai2521Ай бұрын

    @@StatsWire r square doesn't mean correlation...right? it shows the percentage of change that is determined by independent variable in dependent variable, pls correct me if i am wrong

  • @StatsWire
    @StatsWireАй бұрын

    @@vismitasai2521 yes, right

  • @vismitasai2521
    @vismitasai2521Ай бұрын

    why did u choose only few variables for correlation coefficient?

  • @StatsWire
    @StatsWireАй бұрын

    This is only for tutorial purpose. You can use all the variables.

  • @balajimani9366
    @balajimani9366Ай бұрын

    very useful content it help for my project- multi model chat bot system

  • @StatsWire
    @StatsWireАй бұрын

    Thank you

  • @PuneetArora-ig5xt
    @PuneetArora-ig5xtАй бұрын

    Awesome playlist

  • @StatsWire
    @StatsWireАй бұрын

    Thank you

  • @chirwatra
    @chirwatraАй бұрын

    How can i get key and choose model like 15. pro?

  • @StatsWire
    @StatsWireАй бұрын

    This is the same key for all the gemini model. You can check next video there you will see how to select the custom gemini model.

  • @ShivamDoddamani
    @ShivamDoddamaniАй бұрын

    It was a Great video Everything is explained in simple manner

  • @StatsWire
    @StatsWireАй бұрын

    Glad it was helpful!

  • @aleyna5601
    @aleyna5601Ай бұрын

    hi, how do we know if we need to make a classification?

  • @StatsWire
    @StatsWireАй бұрын

    It depends on your target variable. Whether it is numeric or categorical.

  • @shauryayamdagni
    @shauryayamdagniАй бұрын

    bro you are god

  • @StatsWire
    @StatsWireАй бұрын

    Thank you finding it 'good'

  • @NarenbaluS
    @NarenbaluSАй бұрын

    what will be number of api calls that we make

  • @StatsWire
    @StatsWireАй бұрын

    It's very low when working on tutorials

  • @NarenbaluS
    @NarenbaluSАй бұрын

    @@StatsWire Say i have documents of about 800 pages....then What will be the api cost because we go through all the nodes to extract metadata (for example keywords )....Will the cost be significantly higher

  • @StatsWire
    @StatsWireАй бұрын

    @@NarenbaluS Here you can do the calculation and find the rough estimate openai.com/api/pricing/

  • @mattiazwenk
    @mattiazwenkАй бұрын

    straight to the point !

  • @StatsWire
    @StatsWireАй бұрын

    You're welcome!

  • @davidtindell950
    @davidtindell950Ай бұрын

    Thank You ! Good to know and take advantage of in 'small projects'.

  • @StatsWire
    @StatsWireАй бұрын

    You're welcome!

  • @saifulrijal6016
    @saifulrijal6016Ай бұрын

    How to ensure that the output of the first chain along with the description text is not just the answer to the language detection? I don't see the description variable being input for the second chain

  • @davidtindell950
    @davidtindell950Ай бұрын

    Again, a good and quite useful LlamaIndex Tutorial. Thank You. Friday, May 24 2024.

  • @StatsWire
    @StatsWireАй бұрын

    You're welcome!

  • @davidtindell950
    @davidtindell950Ай бұрын

    Thank You, Again! Another Useful Tutorial Video.

  • @StatsWire
    @StatsWireАй бұрын

    You're welcome!

  • @dziku2222
    @dziku2222Ай бұрын

    God bless you man, I feel like I'm hitting my head against the wall, thanks to your video torch seem to be working at last. I'm trying to start it up so my Stable Diffusion Automatic1111 UI can work, so I can generate some images, but so far I only had multiple errors and non of tutorials besides yours worked! Stable Diffusion is still not working, but at least I know my torch is fine now. Thanks again!

  • @lukeligo7079
    @lukeligo7079Ай бұрын

    I'm here for the same reason and it did'nt resolve either...

  • @dziku2222
    @dziku2222Ай бұрын

    @@lukeligo7079 Someone mentioned to me that such installation of torch will not work for Automatic1111, because it's global, and Automatic needs it installed in the same folder as the program, he didn't elaborate though, not sure what to do with this info further. It might have something to do with starting cmd inside Automatic folder, but no idea how those commands even work.

  • @benjamingabay1545
    @benjamingabay1545Ай бұрын

    Thanks! Great content. I have an error throwing though even with your notebook: from llama_index.core import VectorStoreIndex index = VectorStoreIndex.from_documents(documents,embed_model="local") ==>ValueError: The model_name argument must be provided. Any idea why?

  • @StatsWire
    @StatsWireАй бұрын

    Let me check

  • @cursedcrave7240
    @cursedcrave7240Ай бұрын

    @StasWire Thanks a lot for such a great playlist, Well I am also getting the same error, please reply

  • @StatsWire
    @StatsWireАй бұрын

    @@cursedcrave7240 I think it might be due to the update. Llamaindex keep updating and then some function do not work.

  • @shauryayamdagni
    @shauryayamdagniАй бұрын

    @@cursedcrave7240 just don't use 'local' embed_model . create a HuggingFaceEmbed model using embed_model = HuggingFaceEmbedding(model_name = "BAAI/bge-small-en-v1.5") and then vector_index = VectorStoreIndex.from_documents(documents, embed_model=embed_model) now you can use the vector index to query

  • @BlackbeltD2
    @BlackbeltD2Ай бұрын

    Thank you. Good example - too the point. Was able to get over a curve. Thanks

  • @StatsWire
    @StatsWireАй бұрын

    You're welcome!