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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| 10 - The Search for the Perfect Mapping datasets and dimensionality.mp4 |
120.47MB |
| 11 - From Linearity to Complexity Neural Networks and the Nonlinearities of Life.mp4 |
113.46MB |
| 12 - Bending the Rules NonLinear transformations and the key to complexity.mp4 |
230.17MB |
| 13 - Not Too Tight Not Too Loose Finding the perfect fit.mp4 |
66.99MB |
| 14 - How increasing the dimensionality impacts the latent complexity of the network.mp4 |
99.58MB |
| 15 - The Power of Depth Creating Sophisticated Mappings with AI networks.mp4 |
210.11MB |
| 16 - From high dimensional manifolds to dynamic and ever changing latent spaces.mp4 |
270.69MB |
| 17 - Advanced digital representations of the latent complexity of neural networks.mp4 |
11.99MB |
| 18 - Free web app I created to explore and interact with loss landscapes produced with real data You can for example simulate gradient descent on top of them.txt |
34B |
| 18 - Loss landscapes and the blessing of dimensionality free link to an article I wrote that explains in detail how these visualizations are created.txt |
139B |
| 18 - Visualizing the Journey Loss Landscapes and the Search for Optimal Weights.mp4 |
183.48MB |
| 19 - Example of the dynamic Loss Landscape of a generative adversarial network.mp4 |
44.45MB |
| 1 - Review Quiz.html |
18B |
| 1 - Welcome.mp4 |
10.76MB |
| 20 - Lucy Real Time Visualization of the changing weights of a neural network.mp4 |
104.70MB |
| 21 - Charting the hidden depths a recap of our transformative latent space journey.mp4 |
12.46MB |
| 22 - Summary and closing thoughts.mp4 |
39.95MB |
| 2 - Free Infographic I created about the Transformer architecture which is used within most Generative AI systems today.txt |
47B |
| 2 - Generative modelling Evolution of Generative AI and Overview of applications.mp4 |
211.65MB |
| 2 - Transformer free link to the article I wrote about the Transformer architecture which is used within most Generative AI systems today.txt |
185B |
| 3 - Building Blocks of Machine Creativity Machine Learning Foundations for Gen AI.mp4 |
431.61MB |
| 4 - Architectures of Machine Imagination from GANs to Diffusion and beyond.mp4 |
325.71MB |
| 4 - Free Infographic I created about how the DallE generative AI system works it uses Diffusion models.txt |
46B |
| 4 - Leonardo and the GAN dream free link to a metaphor I wrote about the GAN architecture.txt |
106B |
| 5 - Machine Creativity Meets RealWorld Impact Applications of Generative AI.mp4 |
241.10MB |
| 6 - The Ethics of Machine Creativity Challenges and Considerations in Generative AI.mp4 |
166.72MB |
| 6 - Towards a sustainable generative AI revolution free link to an article I wrote about some of the Generative AI ethical issues.txt |
133B |
| 7 - Free Infographic about the present and future of Large Language Models and AI Agents.txt |
50B |
| 7 - Worlds Reimagined Visions of the Future with Generative AI.mp4 |
240.79MB |
| 8 - Prompt Programming Programming Generative AI models with natural language.mp4 |
137.45MB |
| 9 - In Search of the Magical Mappings of Creativity.mp4 |
33.15MB |
| Bonus Resources.txt |
386B |
| Get Bonus Downloads Here.url |
182B |