Foundations

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Learn the foundations of machine learning through intuitive explanations, clean code and visualizations.

Goku Mohandas

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1. 🛠 Toolkit

• Notebooks
• Python
• NumPy
• Pandas
• PyTorch

2. 🔥 Machine Learning

• Linear Regression
• Logistic Regression
• Neural Networks
• Data Quality
• Utilities

3. 🤖 Deep Learning

• CNNs
• Embeddings
• RNNs
• Attention
• Transformers

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To cite this content, please use:

@article{madewithml,
    author       = {Goku Mohandas},
    title        = { Foundations - Made With ML },
    howpublished = {\url{https://madewithml.com/}},
    year         = {2022}
}