Udemy - Understanding Generative Ai - Fundamentals And Possibilities

• Udemy - Understanding Generative Ai - Fundamentals And Possibilities
• ~Get Your Files Here !/1 - Foundations of Generative AI/1 - Welcome.mp4 10.8 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 211.6 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 431.6 MB
• ~Get Your Files Here !/2 - Generative AI Models and Applications/4 - Architectures of Machine Imagination from GANs to Diffusion and beyond.mp4 325.7 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 241.1 MB
• ~Get Your Files Here !/2 - Generative AI Models and Applications/6 - The Ethics of Machine Creativity Challenges and Considerations in Generative AI.mp4 166.7 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 240.8 MB
• ~Get Your Files Here !/2 - Generative AI Models and Applications/8 - Prompt Programming Programming Generative AI models with natural language.mp4 137.4 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 120.5 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 113.5 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 230.2 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 99.6 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 210.1 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 270.7 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 183.5 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 44.5 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 104.7 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 12.5 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 33.2 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

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