Download Udemy - Understanding Generative Ai - Fundamentals And Possibilities Torrent

Torrent Contents Size: 3.2 GB

Udemy - Understanding Generative Ai - Fundamentals And Possibilities

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1 - Review Quiz.html	HTML	0 B
1 - Welcome.mp4	MP4	10.8 MB
10 - The Search for the Perfect Mapping datasets and dimensionality.mp4	MP4	120.5 MB
11 - From Linearity to Complexity Neural Networks and the Nonlinearities of Life.mp4	MP4	113.5 MB
12 - Bending the Rules NonLinear transformations and the key to complexity.mp4	MP4	230.2 MB
13 - Not Too Tight Not Too Loose Finding the perfect fit.mp4	MP4	67 MB
14 - How increasing the dimensionality impacts the latent complexity of the network.mp4	MP4	99.6 MB
15 - The Power of Depth Creating Sophisticated Mappings with AI networks.mp4	MP4	210.1 MB
16 - From high dimensional manifolds to dynamic and ever changing latent spaces.mp4	MP4	270.7 MB
17 - Advanced digital representations of the latent complexity of neural networks.mp4	MP4	12 MB
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	TXT	0 B
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	TXT	102.4 B
18 - Visualizing the Journey Loss Landscapes and the Search for Optimal Weights.mp4	MP4	183.5 MB
19 - Example of the dynamic Loss Landscape of a generative adversarial network.mp4	MP4	44.5 MB
2 - Free Infographic I created about the Transformer architecture which is used within most Generative AI systems today.txt	TXT	0 B
2 - Generative modelling Evolution of Generative AI and Overview of applications.mp4	MP4	211.6 MB
2 - Transformer free link to the article I wrote about the Transformer architecture which is used within most Generative AI systems today.txt	TXT	204.8 B
20 - Lucy Real Time Visualization of the changing weights of a neural network.mp4	MP4	104.7 MB
21 - Charting the hidden depths a recap of our transformative latent space journey.mp4	MP4	12.5 MB
22 - Summary and closing thoughts.mp4	MP4	40 MB
3 - Building Blocks of Machine Creativity Machine Learning Foundations for Gen AI.mp4	MP4	431.6 MB
4 - Architectures of Machine Imagination from GANs to Diffusion and beyond.mp4	MP4	325.7 MB
4 - Free Infographic I created about how the DallE generative AI system works it uses Diffusion models.txt	TXT	0 B
4 - Leonardo and the GAN dream free link to a metaphor I wrote about the GAN architecture.txt	TXT	102.4 B
5 - Machine Creativity Meets RealWorld Impact Applications of Generative AI.mp4	MP4	241.1 MB
6 - The Ethics of Machine Creativity Challenges and Considerations in Generative AI.mp4	MP4	166.7 MB
6 - Towards a sustainable generative AI revolution free link to an article I wrote about some of the Generative AI ethical issues.txt	TXT	102.4 B
7 - Free Infographic about the present and future of Large Language Models and AI Agents.txt	TXT	0 B
7 - Worlds Reimagined Visions of the Future with Generative AI.mp4	MP4	240.8 MB
8 - Prompt Programming Programming Generative AI models with natural language.mp4	MP4	137.4 MB
9 - In Search of the Magical Mappings of Creativity.mp4	MP4	33.2 MB
Bonus Resources.txt	TXT	409.6 B
Get Bonus Downloads Here.url	URL	204.8 B

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Udemy - Understanding Generative Ai - Fundamentals And Possibilities

Torrent Contents Size: 3.2 GB

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