Deep Learning Track SoSe 25

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Deep Learning Track SoSe 25

Welcome to the Deep Learning Track
Setup Python Environment
Setup GitHub Repository
Learning Material
Section 1 - The Math
Section 2 - The Data
Section 3 - Neural Networks
Section 4 - Convolutional Neural Networks
Appendix - NLP with Huggingface
Final Project - Image Classification
Final Project - Text Classification
Further Resources

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Section 1 - The Math

Derivatives and Gradients Vectors, Matrices and Tensors The power of matrix computation Exercise - Matrix Computation

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