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Added course outline
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DanielArnould committed Jul 10, 2024
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- [K-Nearest Neighbours](./machine-learning/knn.md)
- [Linear Regression](./machine-learning/linear_regression.md)
- [Logistic Regression](home.md)
- [Naive Bayes Classifier](home.md)
- [Perceptron](home.md)
- [Support Vector Machine](home.md)
- [Decision Tree Classifier](home.md)
- [Random Forest Classifier](home.md)
- [K-Means Clustering](home.md)
- [AdaBoost](home.md)
- [Linear Discriminant Analysis](home.md)
- [Handling Data](home.md)
- [Visualising Data](home.md)

- [Tensor Manipulation](home.md)
- [Autograd & Computational Graphs](home.md)
- [Backpropagation](home.md)
- [Gradient Descent](home.md)
- [Training Loop](home.md)
- [Linear Regression](home.md)
- [Logistic Regression](home.md)
- [Handling Data](home.md)
- [Softmax & Cross-Entropy Loss](home.md)
- [Activation Functions](home.md)
- [Neural Networks](home.md)
- [CNN](home.md)
- [Transfer Learning](home.md)
- [Transformers & Paper Replicating](home.md)

- [Tensorboard](home.md)
- [Saving & Loading Models](home.md)
- [Model Deployment](home.md)

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