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
Great will the above code works with 8gb RAM machine will the inference will be slow? Please let me know.
Thank you. I have made this tutorial on my 8GB RAM laptop. A little slow but it works without any problem.
Good tutorial.
Glad it was helpful!
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.
Thanks!
Good video. On point content
Thank you
code ?
It is in the github repo. github.com/siddiquiamir/PySpark-Tutorial
0 for setosa 1 for ? 2 for ? Does it follows the order in that target column or alphabetical order?
It is based on which category is first
thank you my friend!
Thank you too!
Very good video sir. Thank You . I have one doubt templates folder how to make sir
Please let me know
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.
I hope you found it useful
could you please provide the data set?
Please find it here: github.com/siddiquiamir/Data
could you please share the dataset?
Please find it here: github.com/siddiquiamir/Data
This video has been extremely helpful! Thank you for your research and for sharing it.
You're welcome!
is there a way to save the session before exitingg, and open and continue from where we left ?
You can pass the parameter to keep the session alive based on the hours
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
This is a very normal error. You just have to set the environment variable.
Appreciate the efforts, thank you❤
You're welcome!
will this work for an image classification model also ?
I have not tried it on the image dataset
Nice Explanation , Easy to Understand the code
You're welcome!
Thank you very much! my firend is from indiaaaa
You're welcome!
hello which data is to be used? after downloading the zip file there are lots of different files
Can you check if the same data is available
missing1.csv file not found
Sorry for that. Can you create a same csv file?
it showed this error 'pip3' is not recognized as an internal or external command, operable program or batch file.
same
If we set `Settings.text_splitter = text_splitter`, why do we need to pass it again in `transformations` parameter inside `VectorStoreIndex.from_documents` method?
Simple, straight to the point, no bullshit. AMAZING, this is what I love, and you give extra details , thanks bro <3
You're welcome!
Can you please code and data this example?
Please find it here: github.com/siddiquiamir/llamaindex
Thanks a lot for your excellent explanation :)
You're welcome!
at the last what did you tap because i cannot able see nothing
I guess nothing important:) I hope it worked for you.
my code is not reading the dataset
please help
What problem are you facing?
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!
Can you check step by step where the problem is coming.
I did check Sir, but i can’t seem to find any problem
HI sir, if we have 100+ columns how can we type all those, other than import option is there anyother thing?
Yes, there are other options that you can get in the official documentation.
Brother kaam nikal gaya, Thank you
Great
Can you please point to where the code for this example is? It does not live in the links you have provided.
I will update the repo today. Thanks for highlighting.
'pip3' is not recognized as an internal or external command, operable program or batch file. what does this mean?
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.
I need endpoint to the api key
This is the same
i am r square -1.0..what should i do??
That you means perfect negative correlation
@@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
@@vismitasai2521 yes, right
why did u choose only few variables for correlation coefficient?
This is only for tutorial purpose. You can use all the variables.
very useful content it help for my project- multi model chat bot system
Thank you
Awesome playlist
Thank you
How can i get key and choose model like 15. pro?
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.
It was a Great video Everything is explained in simple manner
Glad it was helpful!
hi, how do we know if we need to make a classification?
It depends on your target variable. Whether it is numeric or categorical.
bro you are god
Thank you finding it 'good'
what will be number of api calls that we make
It's very low when working on tutorials
@@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
@@NarenbaluS Here you can do the calculation and find the rough estimate openai.com/api/pricing/
straight to the point !
You're welcome!
Thank You ! Good to know and take advantage of in 'small projects'.
You're welcome!
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
Again, a good and quite useful LlamaIndex Tutorial. Thank You. Friday, May 24 2024.
You're welcome!
Thank You, Again! Another Useful Tutorial Video.
You're welcome!
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!
I'm here for the same reason and it did'nt resolve either...
@@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.
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?
Let me check
@StasWire Thanks a lot for such a great playlist, Well I am also getting the same error, please reply
@@cursedcrave7240 I think it might be due to the update. Llamaindex keep updating and then some function do not work.
@@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
Thank you. Good example - too the point. Was able to get over a curve. Thanks
You're welcome!