Understanding Generative AI Fundamentals and Possibilities

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mp4 | Video: h264,1920X1080 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:3.23 GB

Files Included :

1 - Welcome.mp4 (10.76 MB)
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2 - Generative modelling Evolution of Generative AI and Overview of applications.mp4 (211.65 MB)
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3 - Building Blocks of Machine Creativity Machine Learning Foundations for Gen AI.mp4 (431.61 MB)
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4 - Architectures of Machine Imagination from GANs to Diffusion and beyond.mp4 (325.71 MB)
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5 - Machine Creativity Meets RealWorld Impact Applications of Generative AI.mp4 (241.1 MB)
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6 - The Ethics of Machine Creativity Challenges and Considerations in Generative AI.mp4 (166.72 MB)
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7 - Worlds Reimagined Visions of the Future with Generative AI.mp4 (240.79 MB)
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8 - Prompt Programming Programming Generative AI models with natural language.mp4 (137.45 MB)
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10 - The Search for the Perfect Mapping datasets and dimensionality.mp4 (120.47 MB)
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11 - From Linearity to Complexity Neural Networks and the Nonlinearities of Life.mp4 (113.46 MB)
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12 - Bending the Rules NonLinear transformations and the key to complexity.mp4 (230.17 MB)
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13 - Not Too Tight Not Too Loose Finding the perfect fit.mp4 (66.99 MB)
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14 - How increasing the dimensionality impacts the latent complexity of the network.mp4 (99.58 MB)
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15 - The Power of Depth Creating Sophisticated Mappings with AI networks.mp4 (210.11 MB)
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16 - From high dimensional manifolds to dynamic and ever changing latent spaces.mp4 (270.69 MB)
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17 - Advanced digital representations of the latent complexity of neural networks.mp4 (11.99 MB)
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18 - Visualizing the Journey Loss Landscapes and the Search for Optimal Weights.mp4 (183.48 MB)
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19 - Example of the dynamic Loss Landscape of a generative adversarial network.mp4 (44.45 MB)
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20 - Lucy Real Time Visualization of the changing weights of a neural network.mp4 (104.7 MB)
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21 - Charting the hidden depths a recap of our transformative latent space journey.mp4 (12.46 MB)
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9 - In Search of the Magical Mappings of Creativity.mp4 (33.15 MB)
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22 - Summary and closing thoughts.mp4 (39.95 MB)
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