DevCourseWeb com Udemy Understanding Generative Ai Fundamentals And Possibilities

DevCourseWeb com Udemy Understanding Generative Ai Fundamentals And Possibilities

Name	[ DevCourseWeb.com ] Udemy - Understanding Generative Ai - Fundamentals And Possibilities	DOWNLOAD Copy Link
Total Size	3.5 GB
Total Files	33
Last Seen	2024-07-05 23:56
Hash	6BA4F18F0EEB678B4777C21F4254EB61E0BCF2B3

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Get Bonus Downloads Here.url	0.2 KB
/.../1 - Foundations of Generative AI/
1 - Welcome.mp4	11.3 MB
2 - Free Infographic I created about the Transformer architecture which is used within most Generative AI systems today.txt	0.0 KB
2 - Generative modelling Evolution of Generative AI and Overview of applications.mp4	221.9 MB
2 - Transformer free link to the article I wrote about the Transformer architecture which is used within most Generative AI systems today.txt	0.2 KB
3 - Building Blocks of Machine Creativity Machine Learning Foundations for Gen AI.mp4	452.6 MB
/.../2 - Generative AI Models and Applications/
4 - Architectures of Machine Imagination from GANs to Diffusion and beyond.mp4	341.5 MB
4 - Free Infographic I created about how the DallE generative AI system works it uses Diffusion models.txt	0.0 KB
4 - Leonardo and the GAN dream free link to a metaphor I wrote about the GAN architecture.txt	0.1 KB
5 - Machine Creativity Meets RealWorld Impact Applications of Generative AI.mp4	252.8 MB
6 - The Ethics of Machine Creativity Challenges and Considerations in Generative AI.mp4	174.8 MB
6 - Towards a sustainable generative AI revolution free link to an article I wrote about some of the Generative AI ethical issues.txt	0.1 KB
7 - Free Infographic about the present and future of Large Language Models and AI Agents.txt	0.1 KB
7 - Worlds Reimagined Visions of the Future with Generative AI.mp4	252.5 MB
8 - Prompt Programming Programming Generative AI models with natural language.mp4	144.1 MB
/.../3 - Journey to the latent space of a Neural Network/
10 - The Search for the Perfect Mapping datasets and dimensionality.mp4	126.3 MB
11 - From Linearity to Complexity Neural Networks and the Nonlinearities of Life.mp4	119.0 MB
12 - Bending the Rules NonLinear transformations and the key to complexity.mp4	241.3 MB
13 - Not Too Tight Not Too Loose Finding the perfect fit.mp4	70.2 MB
14 - How increasing the dimensionality impacts the latent complexity of the network.mp4	104.4 MB
15 - The Power of Depth Creating Sophisticated Mappings with AI networks.mp4	220.3 MB
16 - From high dimensional manifolds to dynamic and ever changing latent spaces.mp4	283.8 MB
17 - Advanced digital representations of the latent complexity of neural networks.mp4	12.6 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	0.0 KB
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	0.1 KB
18 - Visualizing the Journey Loss Landscapes and the Search for Optimal Weights.mp4	192.4 MB
19 - Example of the dynamic Loss Landscape of a generative adversarial network.mp4	46.6 MB
20 - Lucy Real Time Visualization of the changing weights of a neural network.mp4	109.8 MB
21 - Charting the hidden depths a recap of our transformative latent space journey.mp4	13.1 MB
9 - In Search of the Magical Mappings of Creativity.mp4	34.8 MB
/.../4 - Final Review Quiz and Closing thoughts/
1 - Review Quiz.html	0.0 KB
22 - Summary and closing thoughts.mp4	41.9 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 33