Alexander Pacha
Welcome to the personal channel of Alexander Pacha. I'm a software engineer and university lecturer at the TU Wien. I regularly post my Applied Deep Learning lecture videos here.
Applied Deep Learning 2025 - Lecture 11 - Graph Neural Networks
Applied Deep Learning 2025 - Lecture 10 - Explainable AI
Applied Deep Learning 2025 - Lecture 9 - Preprocessing, Augmentation, Regularization, Visualization
Applied Deep Learning 2025 - Lecture 8 - Transformers
Applied Deep Learning 2025 - Lecture 7 - Autoencoders and Generative Adversarial Networks (GANs)
Applied Deep Learning 2025 - Lecture 6 - Deep Reinforcement Learning
Applied Deep Learning 2025 - Lecture 5 - Libraries and Practical Aspects
Applied Deep Learning 2025 - Lecture 4 - Recurrent Neural Networks
Applied Deep Learning 2025 - Lecture 3 - Convolutional Neural Networks and Visual Computing
Applied Deep Learning 2025 - Lecture 2 - Neural Networks, Optimization, and Backpropagation
Applied Deep Learning 2025 - Lecture 1 - Introduction to Deep Learning
Applied Deep Learning 2025 - Lecture 0 - Preliminary Information
Applied Deep Learning 2024 - Lecture 13 - Large Language Models (LLMs)
Applied Deep Learning 2024 - Lecture 12 - Explainable AI
Applied Deep Learning 2024 - Lecture 11 - Graph Neural Networks
Applied Deep Learning 2024 - Lecture 10 - Serving, Optimizing, and Practical Aspects
Applied Deep Learning 2024 - Lecture 9 - Preprocessing, Augmentation, Regularization, Visualization
Applied Deep Learning 2024 - Lecture 8 - Transformers
Applied Deep Learning 2024 - Lecture 7 - Autoencoders and Generative Adversarial Networks (GANs)
Applied Deep Learning 2024 - Lecture 6 - Deep Reinforcement Learning
Applied Deep Learning 2024 - Lecture 5 - Libraries and Practical Aspects
Applied Deep Learning 2024 - Lecture 4 - Recurrent Neural Networks
Applied Deep Learning 2024 - Lecture 3 - Convolutional Neural Networks and Visual Computing
Applied Deep Learning 2024 - Lecture 2 - Neural Networks, Optimization, and Backpropagation
Applied Deep Learning 2024 - Lecture 1 - Introduction to Deep Learning
Applied Deep Learning 2024 - Lecture 0 - Preliminary Information
Sensor Fusion Demo is now a 3D Compass
Applied Deep Learning 2023 - Lecture 13 - Epilogue - Outlook, Feedback, and Goodbye
Applied Deep Learning 2023 - Lecture 12 - Explainable AI
Applied Deep Learning 2023 - Lecture 11 - Graph Neural Networks