Deep Learning 12. Hyperparameter optimization
3:32
Deep Learning 12. Hyperparameter optimization
Deep Learning 11. Network ensembles
6:23
Deep Learning 11. Network ensembles
Deep Learning 10. Data augmentation
11:44
Deep Learning 10. Data augmentation
Deep Learning 09. Sparse networks
9:43
Deep Learning 09. Sparse networks
Deep Learning 08. Regularization
23:46
Deep Learning 08. Regularization
Deep Learning 07. Vanishing, exploding and shattered gradients.
21:20
Deep Learning 07. Vanishing, exploding and shattered gradients.
Deep Learning 06. Backpropagation (again)
11:52
Deep Learning 06. Backpropagation (again)
Deep Learning 05. Multilayer network from scratch
28:09
Deep Learning 05. Multilayer network from scratch
Deep Learning 03. Non-linearity and backpropagation
30:02
Deep Learning 03. Non-linearity and backpropagation
Deep Learning 04. Optimizers
23:03
Deep Learning 04. Optimizers
Deep Learning 02. High-level overview and a bit of history
17:23
Deep Learning 02. High-level overview and a bit of history
Deep Learning 01. Introduction to the course (with a bit of CryoEM)
12:18
Deep Learning 01. Introduction to the course (with a bit of CryoEM)
Systems Biology 2025. Lec. 8 and 9. Metabolic and signalling systems.
55:21
Systems Biology 2025. Lec. 8 and 9. Metabolic and signalling systems.
Preclinical studies with research animals: Statistical design of the experiments (and pitfalls)
1:06:59
Preclinical studies with research animals: Statistical design of the experiments (and pitfalls)
Research Transparency: Non-publication of negative results in preclinical studies
24:33
Research Transparency: Non-publication of negative results in preclinical studies
Systems Biology 2025. Lec. 6 and 7. Gene and protein systems.
1:27:47
Systems Biology 2025. Lec. 6 and 7. Gene and protein systems.
Systems Biology 2025. Lectures 3, 4, 5. Mathematical modelling
1:29:30
Systems Biology 2025. Lectures 3, 4, 5. Mathematical modelling
CEU Image Processing 2025. Lec. 10. Geometrical transformations, image warping
42:25
CEU Image Processing 2025. Lec. 10. Geometrical transformations, image warping
CEU Image Processing 2025. Lec. 9. Image interpolation
47:05
CEU Image Processing 2025. Lec. 9. Image interpolation
CEU Image Processing 2025. Lec. 8. Fourier filters
38:02
CEU Image Processing 2025. Lec. 8. Fourier filters
CEU Image Processing 2025. Lec. 7. Spatial filtering with convolutions
58:11
CEU Image Processing 2025. Lec. 7. Spatial filtering with convolutions
CEU Image Processing 2025. Lec. 6 Fourier transform
2:08:51
CEU Image Processing 2025. Lec. 6 Fourier transform
CEU Image Processing 2025. Lec. 5. Color correction
1:30:06
CEU Image Processing 2025. Lec. 5. Color correction
Image Processing 2025. Lec. 2. Image histograms
56:21
Image Processing 2025. Lec. 2. Image histograms
Image Processing 2025. Lec. 1. What is an image?
57:00
Image Processing 2025. Lec. 1. What is an image?
Image Processing 2024. Neural networks (Spanish)
1:36:19
Image Processing 2024. Neural networks (Spanish)
Image Processing 2024. Lec. 17. Grayscale morphology
52:11
Image Processing 2024. Lec. 17. Grayscale morphology
Image Processing 2024. Lec. 16. Binary morphology
1:12:24
Image Processing 2024. Lec. 16. Binary morphology
Image Processing 2024. Lec. 15. Image warping and denoising of uncorrelated noise
1:30:23
Image Processing 2024. Lec. 15. Image warping and denoising of uncorrelated noise
Image Processing 2024. Lec. 14. Bilinear interpolation and Image warping
1:17:13
Image Processing 2024. Lec. 14. Bilinear interpolation and Image warping