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Linkedin - Hands-On Generative AI With Diffusion Models - Building Real-World Applications
TORRENT SUMMARY
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As AI and machine learning applications become increasingly powerful and pervasive, it’s essential that developers know how to apply generative models, regardless of their industry or current role. Given the projected future demand for AI professionals, this hands-on, skills-based course is designed to equip you with the tools and technical know-how required to get you up to speed building real-world applications and stay apace with current and emerging trends.
Learn how to leverage some of the most recent advancements in generative AI with diffusion models by exploring the power of the Hugging Face diffusers library. Join instructor and generative AI expert Nayan Saxena as he dives into unconditional image generation, text-guided image generation, image-to-image translation, the art of image inpainting, image quality and efficiency improvements, music generation, and more. By the end of this course, you'll be adept at applying these models in real-world scenarios.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Introduction to generative AI and diffusion models.mp4
2.7 MB
~Get Your Files Here !/01 - Introduction/01 - Introduction to generative AI and diffusion models.srt
1.5 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
1.4 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
1.5 KB
~Get Your Files Here !/01 - Introduction/03 - Exercise files.mp4
4.9 MB
~Get Your Files Here !/01 - Introduction/03 - Exercise files.srt
3.1 KB
~Get Your Files Here !/02 - 1. Unconditional Image Generation/01 - Unconditional image generation with diffusion models.mp4
4.7 MB
~Get Your Files Here !/02 - 1. Unconditional Image Generation/01 - Unconditional image generation with diffusion models.srt
4.2 KB
~Get Your Files Here !/02 - 1. Unconditional Image Generation/02 - Demo Building an unconditional image generation model.mp4
5.6 MB
~Get Your Files Here !/02 - 1. Unconditional Image Generation/02 - Demo Building an unconditional image generation model.srt
3.3 KB
~Get Your Files Here !/03 - 2. Text-Guided Image Generation/01 - Text-guided image generation with diffusion models.mp4
3.9 MB
~Get Your Files Here !/03 - 2. Text-Guided Image Generation/01 - Text-guided image generation with diffusion models.srt
3 KB
~Get Your Files Here !/03 - 2. Text-Guided Image Generation/02 - Demo Building a text-guided image generation model.mp4
5.1 MB
~Get Your Files Here !/03 - 2. Text-Guided Image Generation/02 - Demo Building a text-guided image generation model.srt
4 KB
~Get Your Files Here !/04 - 3. Image-to-Image Translation/01 - Image-to-image translation with diffusion models.mp4
3.6 MB
~Get Your Files Here !/04 - 3. Image-to-Image Translation/01 - Image-to-image translation with diffusion models.srt
3.4 KB
~Get Your Files Here !/04 - 3. Image-to-Image Translation/02 - Demo Building an image-to-image translation model.mp4
6.4 MB
~Get Your Files Here !/04 - 3. Image-to-Image Translation/02 - Demo Building an image-to-image translation model.srt
3.3 KB
~Get Your Files Here !/05 - 4. Image Inpainting/01 - Image inpainting with diffusion models.mp4
5.1 MB
~Get Your Files Here !/05 - 4. Image Inpainting/01 - Image inpainting with diffusion models.srt
3.1 KB
~Get Your Files Here !/05 - 4. Image Inpainting/02 - Demo Building an image inpainting model.mp4
8.3 MB
~Get Your Files Here !/05 - 4. Image Inpainting/02 - Demo Building an image inpainting model.srt
5 KB
~Get Your Files Here !/06 - 5. Improving Image Quality and Efficiency/01 - Deterministic generation for image improvement.mp4
3.6 MB
~Get Your Files Here !/06 - 5. Improving Image Quality and Efficiency/01 - Deterministic generation for image improvement.srt
2.9 KB
~Get Your Files Here !/06 - 5. Improving Image Quality and Efficiency/02 - Exploring different schedulers for diffusion models.mp4
4.3 MB
~Get Your Files Here !/06 - 5. Improving Image Quality and Efficiency/02 - Exploring different schedulers for diffusion models.srt
3.7 KB
~Get Your Files Here !/06 - 5. Improving Image Quality and Efficiency/03 - Demo Deterministic generation in action.mp4
8.3 MB
~Get Your Files Here !/06 - 5. Improving Image Quality and Efficiency/03 - Demo Deterministic generation in action.srt
4.8 KB
~Get Your Files Here !/07 - 6. Reinforcement Learning (RL) and Music Applications/01 - Beyond images with diffusion models.mp4
6.4 MB
~Get Your Files Here !/07 - 6. Reinforcement Learning (RL) and Music Applications/01 - Beyond images with diffusion models.srt
3.9 KB
~Get Your Files Here !/07 - 6. Reinforcement Learning (RL) and Music Applications/02 - Demo Music generation with diffusion models.mp4
6 MB
~Get Your Files Here !/07 - 6. Reinforcement Learning (RL) and Music Applications/02 - Demo Music generation with diffusion models.srt
3.8 KB
~Get Your Files Here !/08 - Conclusion/01 - Next steps in building generation AI applications.mp4
3.4 MB
~Get Your Files Here !/08 - Conclusion/01 - Next steps in building generation AI applications.srt
