Ask HN: Easy way to incorporate machine learning into a project

• models

  96 76,598 9.5 Python

  Models and examples built with TensorFlow

  

For the purpose of this question, you might search for pre-trained models that predict what you want to predict, and use them.

https://modelzoo.co/

https://github.com/tensorflow/models

https://cv.gluon.ai/model_zoo/index.html

If there are no pre-trained models, you could take a look at fast.ai courses:

https://course18.fast.ai/ml.html (for Machine Learning (ML))

https://www.fast.ai (for others "DL" (Deep Learning))

This courses is targeted towards programmers, and they dive right into the code to use ML (train models and use them) with Jupyter notebooks. They also have a book whose notebooks are here: https://github.com/fastai/fastbook

If you have some maths background (high-school, or first year university), check out Stanford's CS229 with Andrew Ng:

https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXSh...

I think it's better than the Coursera version because he uses the board (whiteboard in 2018, blackboard in 2008-ish version)

• fastbook

  23 20,711 2.6 Jupyter Notebook

  The fastai book, published as Jupyter Notebooks

  

For the purpose of this question, you might search for pre-trained models that predict what you want to predict, and use them.

https://modelzoo.co/

https://github.com/tensorflow/models

https://cv.gluon.ai/model_zoo/index.html

If there are no pre-trained models, you could take a look at fast.ai courses:

https://course18.fast.ai/ml.html (for Machine Learning (ML))

https://www.fast.ai (for others "DL" (Deep Learning))

This courses is targeted towards programmers, and they dive right into the code to use ML (train models and use them) with Jupyter notebooks. They also have a book whose notebooks are here: https://github.com/fastai/fastbook

If you have some maths background (high-school, or first year university), check out Stanford's CS229 with Andrew Ng:

https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXSh...

I think it's better than the Coursera version because he uses the board (whiteboard in 2018, blackboard in 2008-ish version)

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

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