End to End Machine Learning Pipeline Tutorial
spandan-madan.github.io
End to End Machine Learning Pipeline Tutorial
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Re: End to End Machine Learning Pipeline Tutorial
#2Reading articles like this written by people who want to share their fabulous domain knowledge for free of charge really is the reason why I read Hacker News. Thank you, i hope i will have the time to read through it all with thought and later hopefully utilize it with my own projects.
Re: End to End Machine Learning Pipeline Tutorial
#3Reading articles like this written by people who want to share their fabulous domain knowledge for free of charge really is the reason why I read Hacker News. Thank you, i hope i will have the time to read through it all with thought and later hopefully utilize it with my own projects.
And people like you who take time out to read and learn is exactly the reason why people like me write such articles! Absolutely thrilled that people liked it and that I will be contributing in people learning this beautiful field of science I do research in :)
Re: End to End Machine Learning Pipeline Tutorial
#4This so so helpful. It would take me months to gather resources to learn this stuff and I wouldn't even know what I would be looking for. To the author: please share more content if your valuable time permits
Re: End to End Machine Learning Pipeline Tutorial
#5Great write-up. Especially the fact that half of it was about finding cleaning and structuring data! You can tell someone isn't applying ML if they aren't spending most of their time getting their data organized. It's the "sharpening the axe" part of the hour Lincoln describes.
For example, they never introduce you to how you can run the same algorithm on your own dataset
I actually think the tensorflow tutorial on CNNs actually runs through training and classification on your own set with inception pretty well.
You mention you're a CV student. Any particular area of focus?
Re: End to End Machine Learning Pipeline Tutorial
#6I saw this tutorial by you somewhere Spandan, and found it here on HN. I am yet to explore it but I have marked your GIT repo already. Thanks for the hard work.
Re: End to End Machine Learning Pipeline Tutorial
#7These are the tutorials that depict the reality of a machine learning career. Everyone broadly understands that data preparation is the key, but few realize what that involves. Half of this tutorial is just about getting and prepping data for training. Kudos!
Re: End to End Machine Learning Pipeline Tutorial
#8While much of this goes over my head, detailed write-ups like this by people who have no direct way of gaining a financial outcome from all their hard work is the cornerstone of why the internet is fantastic.
Amazing work!
Re: End to End Machine Learning Pipeline Tutorial
#9Spandan, this is fantastic and detailed write up. Kudos! And thanks for investing your time to do this!
Re: End to End Machine Learning Pipeline Tutorial
#10Reading articles like this written by people who want to share their fabulous domain knowledge for free of charge really is the reason why I read Hacker News. Thank you, i hope i will have the time to read through it all with thought and later hopefully utilize it with my own projects.
And people like you who take time out to read and learn is exactly the reason why people like me write such articles! Absolutely thrilled that people liked it and that I will be contributing in people learning this beautiful field of science I do research in :)
Respect!