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I'm completely new to all this only started working with python this month, I'm amazed, how did you make your vscode function like this? Is this setup specific to data engineering, specifically when you execute a function it appears below with a processing time indicator, amazed

what is the name of vs code theme?

I’m a fresh mechanical engineering graduate with an interest in data science. I really enjoyed your story and I look forward to witnessing your journey.

Are you actually typing that fast? 😮

Good Luck Harry, just Subscribed

Respect deserves a sub!!!

I am Aspiring Data Scientist it's very helpful and Awesome ' ✌

Great stuff Allum

A question, if you have a large number of features. How do you choose between different categorical encoding? Do you attend to features on individual basis and then decide what encoding should be used?

I got this error: "All estimators should implement fit and transform, or can be 'drop' or 'passthrough' specifiers. 'Pipeline(steps=[('col_dropper', ColumnDropper(columns_to_drop=['red_vehicle']))])' (type <class 'sklearn.pipeline.Pipeline'>) doesn't." From Chatgpt, "According to the error message, the issue lies with the cols_to_drop_pipeline in the ColumnTransformer. In the ColumnTransformer, the output of cols_to_drop_pipeline should be directly discarded rather than being processed as a complete transformer." But, does anyone meet the error?

great content, eagerly waiting for the deployment part.....

would be amazing if you share the resources on python that you mentioned you were studying from!best of luck, and thank you in advance!

thanks for the video. Just a small suggestion that an "end-to-end" data science project also includes model deployment such as on a web-app, etc. I hope that your future 'end-to-end' DS project will also have this part.

Thanks Harry, I am looking forward for more such content from you. :)

I was just learning about classification models and then I got this recommendation from You tube. Awesome video Harry.

As someone who wants to become a business insights analyst, this is very helpful. Thanks Harry! ❤

Hi Harry, thanks for your video, I have got a question while watching... Those 'pages' could be used just like simple pages on another web design, something like a Django project and still working the same?

Thanks for the vid !! it was perfect :)

Harry you just got a subcribe from me

the data (4.7 gb overall size) is too huge for my laptop processor (AMD Athlon silver 3050u with radeon graphics × 2 and graphics: RAVEN (raven, LLVM 15.0.7, DRM 3.54, 6.5.0-18-generic)) to complete the ddf.compute() step as the kernel keeps on dying on that stage. I guess I have to download 3 or 4 individual year files from uk.gov , concat them and then follow the plotly tutorial, as the real interesting thing is how to create multi page plotly dashboard !

Have you ever used streamlit ?? if positive, which do you think is better?? streamlit or plotly dash

Hi !!! Thanks for do this from th simply to complex. It's really helps. I have a question with a multipage App. I need that one click on an y-axes from a figure in a page A, trigger an update on a figure from another page B. What need to Do that?

after installing dask, while running dd.read_csv() method, pyarrow>= 10.0.1 import error is coming even though pyarrow versions above > 10 (all from 11 to 15) are already installed. Could it be the effect of an upstream problem (deprecation warning while importing dask, which is replaced by dask-expr)?

Great stuff Harry!