Library holdings

Vektorrechnung -- Lineare Algebra -- Rechnen mit Indizes -- Differenzialrechnung -- Integration -- Bahnkurven -- Gewöhnliche Differenzialgleichungen -- Komplexe Zahlen -- Vektoranalysis -- Fourier-Analysis -- Partielle Differenzialgleichungen -- Anwendungen in der Mechanik -- Ausgewählte Anwendungen in der Elektrodynamik

A review of machine learning -- Foundations of neural networks and deep learning -- Fundamentals of deep networks -- Major architecture of deep networks -- Building deep networks -- Tuning deep networks -- Tuning specific deep network architectures -- Vectorization -- Using deep learning and DL4J on Spark -- What is artificial intelligence? -- RL4J and reinforcement learning -- Numbers everyone should know -- Neural networks and backpropagation: a mathematical approach -- Using the ND4J API -- Using DataVec -- Working with DL4J from source -- Setting up DL4J projects -- Setting up GPUs for DL4J projects -- Troubleshooting DL4J installations