50:2701 Introduction - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
Intro
A 50-minute video from BerlinBiorobotics: “01 Introduction - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
BerlinBiorobotics
537 subscribers on YouTube
Shorts, livestreams, trailers and promos are never listed. Unless a curator approved this channel in full, only individually picked videos appear.
50:27
54:0201 Introduction - Machine Learning - Winter Term 20/21 - Freie Universität Berlin UPDATE
Intro
A 54-minute video from BerlinBiorobotics: “01 Introduction - Machine Learning - Winter Term 20/21 - Freie Universität Berlin UPDATE”.
50:2801 Introduction to Computer Vision - Winter Term 21/22 - Freie Universität Berlin
Intro
A 50-minute video from BerlinBiorobotics: “01 Introduction to Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
44:0602 Clustering - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 44-minute video from BerlinBiorobotics: “02 Clustering - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
49:0802 Edge Detection - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 49-minute video from BerlinBiorobotics: “02 Edge Detection - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
1:32:2002 Unsupervised Learning - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin
A 92-minute video from BerlinBiorobotics: “02 Unsupervised Learning - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin”.
39:3503 Hough Transform - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 40-minute video from BerlinBiorobotics: “03 Hough Transform - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
49:3803 Linear Models - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 50-minute video from BerlinBiorobotics: “03 Linear Models - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
49:0803 Linear Models - Machine Learning - Winter Term 20/21 - Freie Universität Berlin UPDATE
A 49-minute video from BerlinBiorobotics: “03 Linear Models - Machine Learning - Winter Term 20/21 - Freie Universität Berlin UPDATE”.
20:1804 Color Histograms & CAMSHIFT - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 20-minute video from BerlinBiorobotics: “04 Color Histograms & CAMSHIFT - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
15:3704 Histograms of Oriented Gradients - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 16-minute video from BerlinBiorobotics: “04 Histograms of Oriented Gradients - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
49:5804 Model Validation - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 50-minute video from BerlinBiorobotics: “04 Model Validation - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
28:2505 Harris Corners - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 28-minute video from BerlinBiorobotics: “05 Harris Corners - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
17:5305 Lukas Kanade - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 18-minute video from BerlinBiorobotics: “05 Lukas Kanade - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
44:1005 Principal Component Analysis PCA - Machine Learning- Winter Term 20/21 - Freie Universität Berlin
A 44-minute video from BerlinBiorobotics: “05 Principal Component Analysis PCA - Machine Learning- Winter Term 20/21 - Freie Universität Berlin”.
1:05:4306 Bagging & Random Forest - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 66-minute video from BerlinBiorobotics: “06 Bagging & Random Forest - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
1:07:5206 Ensemble Methods - Machine Learning - Winter Term 20/21 - Freie Universität Berlin UPDATE
A 68-minute video from BerlinBiorobotics: “06 Ensemble Methods - Machine Learning - Winter Term 20/21 - Freie Universität Berlin UPDATE”.
32:5406 Object Detection with Viola&Jones- Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 33-minute video from BerlinBiorobotics: “06 Object Detection with Viola&Jones- Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
1:20:0707 Boosting - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 80-minute video from BerlinBiorobotics: “07 Boosting - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
13:3707 Neural Networks and Backprop - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 14-minute video from BerlinBiorobotics: “07 Neural Networks and Backprop - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
58:0108 Multi Layer Perceptron - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 58-minute video from BerlinBiorobotics: “08 Multi Layer Perceptron - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
1:03:3208 SimCLR and MoCo - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin
A 64-minute video from BerlinBiorobotics: “08 SimCLR and MoCo - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin”.
30:3409 Architectures, Transfer Learning - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 31-minute video from BerlinBiorobotics: “09 Architectures, Transfer Learning - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
52:3609 BYOL & VICReg - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin
A 53-minute video from BerlinBiorobotics: “09 BYOL & VICReg - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin”.
1:11:4209 Network Optimization - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 72-minute video from BerlinBiorobotics: “09 Network Optimization - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
13:0409 Object Detection with YOLO - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 13-minute video from BerlinBiorobotics: “09 Object Detection with YOLO - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
1:23:0510 Convolutional Neural Networks - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 83-minute video from BerlinBiorobotics: “10 Convolutional Neural Networks - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
27:2810 I-JEPA - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin
A 27-minute video from BerlinBiorobotics: “10 I-JEPA - Selfsupervised Learning - Winter Term 23/24 - Freie Universität Berlin”.
29:4810 Semantic Segmentation with UNet - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 30-minute video from BerlinBiorobotics: “10 Semantic Segmentation with UNet - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
39:5511 Pose Estimation with OpenPose - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 40-minute video from BerlinBiorobotics: “11 Pose Estimation with OpenPose - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
1:12:2711 Variational Autoencoders VAEs - Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 72-minute video from BerlinBiorobotics: “11 Variational Autoencoders VAEs - Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
1:24:3612 Generative Adversarial Nets GANs - Machine Learning- Winter Term 20/21 - Freie Universität Berlin
A 85-minute video from BerlinBiorobotics: “12 Generative Adversarial Nets GANs - Machine Learning- Winter Term 20/21 - Freie Universität Berlin”.
18:3912 Vision Transformers - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 19-minute video from BerlinBiorobotics: “12 Vision Transformers - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
30:1013 Image Captioning - Computer Vision - Winter Term 21/22 - Freie Universität Berlin
A 30-minute video from BerlinBiorobotics: “13 Image Captioning - Computer Vision - Winter Term 21/22 - Freie Universität Berlin”.
29:0213.1 Recurrent Neural Networks RNNs- Machine Learning - Winter Term 20/21 - Freie Universität Berlin
A 29-minute video from BerlinBiorobotics: “13.1 Recurrent Neural Networks RNNs- Machine Learning - Winter Term 20/21 - Freie Universität Berlin”.
25:1113.2 Recurrent Neural Networks RNNs - Machine Learning- Winter Term 20/21 - Freie Universität Berlin
A 25-minute video from BerlinBiorobotics: “13.2 Recurrent Neural Networks RNNs - Machine Learning- Winter Term 20/21 - Freie Universität Berlin”.