How to Deploy Machine Learning Model as an API in Python - FastAPI

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. This video is about deploying a trained Machine Learning model as an API in Python using FastAPI. Fastapi is a useful module in Python for creating APIs in Python.

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  1. Siddhardhan
  2. Deploy ML model as API in Python
  3. Deploy ML model as API
  4. Deploy Machine Learning model as an API
  5. ML model as FastAPI
  6. Deploy ML model using FastAPI
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Комментарии
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Siddhardhan, your work is truly amazing !!! The whole world should know about your channel

Kevin-gzth
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Very useful your videos…. Thank you…, you are the only in YouTube that show simple models with very useful Solutions…., thank you again.., regards from Bolivia (asmall country in south america)

arturocdb
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Genuinely useful video with simplicity in explanation for better understanding, great work

srineel
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Siddhardhan, you have nicely explained the topic. Thank you.

rmasineni
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Thank you.This is a greate explanation.!!One of the best video of this category....

channadissanayaka
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You are great teacher, thanks a million) Very rare decent corse!

innadragota
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Thank you for the informative content bro 👍, it was very helpfull.

naveenk.m
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best ml tutorial i have ever seen .thank you brother.

nimeshnethsara
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Anna can you do project on Genetic Disorder Prediction plz...

mayumayuri
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Can the extension of the model be anything like. .keras, . pt etc?

douglasmasho
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sir will this code will generate API even if our model is not able to run in python shell it is only able to run on google collab because of large training data and hardware restrictions

Karthik.D.project
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Thank you sir, kindly demonstrate how to deploy image prediction trained machine learning using flask

adanali
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Hello Sir
I'm facing this problem
raise PydanticUserError(
A non-annotated attribute was detected: `diabetes_model = SVC(kernel='linear')`. All model fields require a type annotation; if `diabetes_model` is not meant to be a field, you may be able to resolve this error by annotating it as a `ClassVar` or updating

ayushpratapsinghranag
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Hi sir, thanks for the free efforts provided however shall we follow the same steps / procedures if I want to deploy it on rapidapi?

mikiallen
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Hi Sid,

Thank you. Could you share some pointers to start learning api related.

Regards
Sri

srikanth
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Why we need to pass as json why not dictionary only

Tiger-Tippu
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Sir on testing it I am getting "self.probA_, self.probB_, svm_type=svm_type, kernel=kernel,
AttributeError: 'SVC' object has no attribute 'probA_' " error. How I can resolve that?

pallavipal
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hi sir, how can I do this for a tensorflow object detection model...I need it for my project sir.

prabhudeeshwaranganesh
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sir I want a deploy model for spam mail can you help me please
I tried by watching this video but it is throwing the error please help me
I've to present it next week

sk
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I'm getting 'Internal server error', pls help

growingfire