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Title: GitHub - sshilko/practicalAI: πŸ“š Learn ML with clean code, simplified math and illustrative visuals. Β· GitHub

Open Graph Title: GitHub - sshilko/practicalAI: πŸ“š Learn ML with clean code, simplified math and illustrative visuals.

X Title: GitHub - sshilko/practicalAI: πŸ“š Learn ML with clean code, simplified math and illustrative visuals.

Description: πŸ“š Learn ML with clean code, simplified math and illustrative visuals. - sshilko/practicalAI

Open Graph Description: πŸ“š Learn ML with clean code, simplified math and illustrative visuals. - sshilko/practicalAI

X Description: πŸ“š Learn ML with clean code, simplified math and illustrative visuals. - sshilko/practicalAI

Opengraph URL: https://github.com/sshilko/practicalAI

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https://github.com/sshilko/practicalAI#notebooks
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πŸ”Ž Data & Modelshttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/07_Data_and_Models.ipynb
οΈπŸ–Ό Convolutional Neural Networkshttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/10_Convolutional_Neural_Networks.ipynb
🐍 Pythonhttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/01_Python.ipynb
πŸ“Š Logistic Regressionhttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/05_Logistic_Regression.ipynb
πŸ›  Utilitieshttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/08_Utilities.ipynb
πŸ‘‘ Embeddingshttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/11_Embeddings.ipynb
πŸ”’ NumPyhttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/02_NumPy.ipynb
οΈπŸŽ› Multilayer Perceptronshttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/06_Multilayer_Perceptrons.ipynb
οΈβœ‚οΈ Preprocessinghttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/09_Preprocessing.ipynb
πŸ“— Recurrent Neural Networkshttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/12_Recurrent_Neural_Networks.ipynb
🐼 Pandashttps://colab.research.google.com/github/practicalAI/practicalAI/blob/master/notebooks/basic_ml/03_Pandas.ipynb
https://github.com/sshilko/practicalAI#production-ml
Flaskhttp://flask.pocoo.org/
Dockerhttps://www.docker.com/
Kuberneteshttps://kubernetes.io/
Kubeflowhttps://www.kubeflow.org/
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madewithml.comhttps://madewithml.com
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