Expert-Level Tutorials on Generative AI

Hello everyone. I am Dr. Furkan Gözükara. I am a PhD Computer Engineer working as an asistant professor + full time Generative AI researcher + developer + tutorials maker

SECourses is a dedicated YouTube channel for the following topics : Tech, AI, News, Science, Robotics, Singularity, ComfyUI, SwarmUI, ML, Artificial Intelligence, Humanoid Robots, Wan 2.2, FLUX, Krea, Qwen Image, VLMs, Stable Diffusion, SDXL, SeedVR2, TOPAZ, SUPIR, ChatGPT, Gemini, LLMs, Claude, Coding, Agents, Agentic, Animation, Deep Fakes, Fooocus, ControlNet, RunPod, Massed Compute, Windows, Hardware, Inpainting, Cloud, Kaggle, Colab, Automatic1111, SD Web UI, TensorRT, DreamBooth, LoRA, Training, Fine Tuning, Kohya, OneTrainer, Upscale, 3D, Musubi Tuner, Tutorials, Qwen Image Edit, Image Upscaling, Video Upscaling, TTS, Voice Training, Text-to-Speech, Text-to-Music, Image2Image, Text2Video, Video2Video, Style Transfer, Style Training, FLUX Kontext, Face Swap, Lip Sync, Text-to-3D, Avatar Generation, 3D Generation, AGI, Prompt Engineering, Engineering, Gradio, CUDA, GGUF, Quantization, GPT-5, Whisper and more

Our Platform Links

1️⃣ SECourses YouTube (48,000+ subscribers) a must follow one ⤵️

1️⃣ https://www.youtube.com/@SECourses

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2️⃣ SECourses Patreon (25,000+ subscribers) a must follow one ⤵️

2️⃣ https://www.patreon.com/c/SECourses

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3️⃣ SECourses Discord (10,000+ members) a must join one ⤵️

3️⃣ https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

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LinkedIn : https://www.linkedin.com/in/furkangozukara

Twitter : https://twitter.com/GozukaraFurkan

Linktr : https://linktr.ee/FurkanGozukara

Google Scholar : https://scholar.google.com/citations?user=_2_KAUsAAAAJ&hl=en

Mastodon : https://mastodon.social/@furkangozukara

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Our 2,500+ Stars GitHub Stable Diffusion and other tutorials repo ⤵️

https://github.com/FurkanGozukara/Stable-Diffusion

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Regarding This Repository

I am keeping this list up-to-date. I got upcoming new awesome video ideas. Trying to find time to do that.

I am open to any criticism you have. I am constantly trying to improve the quality of my tutorial guide videos. Please leave comments with both your suggestions and what you would like to see in future videos.

All videos have manually fixed subtitles and properly prepared video chapters. You can watch with these perfect subtitles or look for the chapters you are interested in.

Since my profession is teaching, I usually do not skip any of the important parts. Therefore, you may find my videos a little bit longer.

Playlist link on YouTube: Stable Diffusion Tutorials, Automatic1111 Web UI & Google Colab Guides, DreamBooth, Textual Inversion / Embedding, LoRA, AI Upscaling, Video to Anime

Tutorial Videos

| | | | :---: | :---: | | 1. How To Install Python, Setup Virtual Environment VENV, Set Default Python System Path & Install Git<br> | 2. Easiest Way to Install & Run Stable Diffusion Web UI on PC by Using Open Source Automatic Installer<br> | | 3. How to use Stable Diffusion V2.1 and Different Models in the Web UI - SD 1.5 vs 2.1 vs Anything V3<br> | 4. Zero To Hero Stable Diffusion DreamBooth Tutorial By Using Automatic1111 Web UI - Ultra Detailed<br> |

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| | | | :---: | :---: | | 5. DreamBooth Got Buffed - 22 January Update - Much Better Success Train Stable Diffusion Models Web UI<br> | 6. How to Inject Your Trained Subject e.g. Your Face Into Any Custom Stable Diffusion Model By Web UI<br> | | 7. How To Do Stable Diffusion LORA Training By Using Web UI On Different Models - Tested SD 1.5, SD 2.1<br> | 8. 8 GB LoRA Training - Fix CUDA & xformers For DreamBooth and Textual Inversion in Automatic1111 SD UI<br> |

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| | | | :---: | :---: | | 9. How To Do Stable Diffusion Textual Inversion (TI) / Text Embeddings By Automatic1111 Web UI Tutorial<br> | 10. How To Generate Stunning Epic Text By Stable Diffusion AI - No Photoshop - For Free - Depth-To-Image<br> | | 11. How to Run and Convert Stable Diffusion Diffusers (.bin Weights) & Dreambooth Models to CKPT File<br> | 12. Forget Photoshop - How To Transform Images With Text Prompts using InstructPix2Pix Model in NMKD GUI<br> |

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| | | | :---: | :---: | | 13. Transform Your Selfie into a Stunning AI Avatar with Stable Diffusion - Better than Lensa for Free<br> | 14. Stable Diffusion Google Colab, Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors<br> | | **15. [Become A Stable Diffusion Prompt Master By Using DAAM - Attention Heatmap For Each Used Token - Word](https://w