[ DevCourseWeb.com ] Udemy - Understanding Generative Ai - Fundamentals And Possibilities

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/1 - Foundations of Generative AI/1 - Welcome.mp4

11 MB

~Get Your Files Here !/1 - Foundations of Generative AI/2 - Free Infographic I created about the Transformer architecture which is used within most Generative AI systems today.txt

47 B

~Get Your Files Here !/1 - Foundations of Generative AI/2 - Generative modelling Evolution of Generative AI and Overview of applications.mp4

212 MB

~Get Your Files Here !/1 - Foundations of Generative AI/2 - Transformer free link to the article I wrote about the Transformer architecture which is used within most Generative AI systems today.txt

185 B

~Get Your Files Here !/1 - Foundations of Generative AI/3 - Building Blocks of Machine Creativity Machine Learning Foundations for Gen AI.mp4

432 MB

~Get Your Files Here !/2 - Generative AI Models and Applications/4 - Architectures of Machine Imagination from GANs to Diffusion and beyond.mp4

326 MB

~Get Your Files Here !/2 - Generative AI Models and Applications/4 - Free Infographic I created about how the DallE generative AI system works it uses Diffusion models.txt

46 B

~Get Your Files Here !/2 - Generative AI Models and Applications/4 - Leonardo and the GAN dream free link to a metaphor I wrote about the GAN architecture.txt

106 B

~Get Your Files Here !/2 - Generative AI Models and Applications/5 - Machine Creativity Meets RealWorld Impact Applications of Generative AI.mp4

241 MB

~Get Your Files Here !/2 - Generative AI Models and Applications/6 - The Ethics of Machine Creativity Challenges and Considerations in Generative AI.mp4

167 MB

~Get Your Files Here !/2 - Generative AI Models and Applications/6 - Towards a sustainable generative AI revolution free link to an article I wrote about some of the Generative AI ethical issues.txt

133 B

~Get Your Files Here !/2 - Generative AI Models and Applications/7 - Free Infographic about the present and future of Large Language Models and AI Agents.txt

50 B

~Get Your Files Here !/2 - Generative AI Models and Applications/7 - Worlds Reimagined Visions of the Future with Generative AI.mp4

241 MB

~Get Your Files Here !/2 - Generative AI Models and Applications/8 - Prompt Programming Programming Generative AI models with natural language.mp4

137 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/10 - The Search for the Perfect Mapping datasets and dimensionality.mp4

120 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/11 - From Linearity to Complexity Neural Networks and the Nonlinearities of Life.mp4

114 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/12 - Bending the Rules NonLinear transformations and the key to complexity.mp4

230 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/13 - Not Too Tight Not Too Loose Finding the perfect fit.mp4

67 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/14 - How increasing the dimensionality impacts the latent complexity of the network.mp4

100 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/15 - The Power of Depth Creating Sophisticated Mappings with AI networks.mp4

210 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/16 - From high dimensional manifolds to dynamic and ever changing latent spaces.mp4

271 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/17 - Advanced digital representations of the latent complexity of neural networks.mp4

12 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/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

34 B

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/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

139 B

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/18 - Visualizing the Journey Loss Landscapes and the Search for Optimal Weights.mp4

184 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/19 - Example of the dynamic Loss Landscape of a generative adversarial network.mp4

44 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/20 - Lucy Real Time Visualization of the changing weights of a neural network.mp4

105 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/21 - Charting the hidden depths a recap of our transformative latent space journey.mp4

12 MB

~Get Your Files Here !/3 - Journey to the latent space of a Neural Network/9 - In Search of the Magical Mappings of Creativity.mp4

33 MB

~Get Your Files Here !/4 - Final Review Quiz and Closing thoughts/1 - Review Quiz.html

18 B

~Get Your Files Here !/4 - Final Review Quiz and Closing thoughts/22 - Summary and closing thoughts.mp4

40 MB

~Get Your Files Here !/Bonus Resources.txt

386 B