Introduction
ML Fundamentals
Classical Machine Learning
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- Unsupervised Learning
Neural Networks
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Anomaly Detection
- DBSCAN
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Different Types of Convolution
Output shape
1. Convolution v.s. Cross-correlation
2. Convolution in Deep Learning
3. 3D Convolution
4. 1 x 1 Convolution
5. Convolution Arithmetic
6. Transposed Convolution (Deconvolution)
7. Dilated Convolution (Atrous Convolution)
8. Separable Convolutions
9. Flattened convolutions
10. Grouped Convolution
11. Shuffled Grouped Convolution
12. Pointwise grouped convolution
Reference

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Neural Networks

Different Types of Convolution

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