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Autoencoders for Data Compression and Reconstruction - Neural Networks

Inside my school and program, I teach you my system to become an AI engineer or freelancer. Life-time access, personal help by me and I will show you exactly how I went from below average student to making $250/hr. Join the High Earner AI Career Program here 👉 https://www.nicolai-nielsen.com/aicareer (PRICES WILL INCREASE SOON) You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below 👇 _____________________________________________________________ In this video 📝 we are going to talk about Autoencoders for Data Compression and Reconstruction. We will first of all talk about what autoencoders are and see some different types of autoencoders. At the end of the video, we are going over an example of how to create an autoencoder from scratch in google colab with PyTorch to reconstruct images from the MNIST dataset. If you enjoyed this video, be sure to press the 👍 button so that I know what content you guys like to see. _____________________________________________________________ 🛠️ Freelance Work: https://www.nicolai-nielsen.com/nncode _____________________________________________________________ 💻💰🛠️ High Earner AI Career Program: https://www.nicolai-nielsen.com/aicareer ⚙️ Real-world AI Technical Courses: (https://www.nicos-school.com) 📗 OpenCV GPU in Python: https://www.nicos-school.com/p/opencv... 📕 YOLOv7 Object Detection: https://www.nicos-school.com/p/yolov7... 📒 Transformer & Segmentation: https://www.nicos-school.com/p/transf... 📙 YOLOv8 Object Tracking: https://www.nicos-school.com/p/yolov8... 📘 Research Paper Implementation: https://www.nicos-school.com/p/resear... 📔 CustomGPT: https://www.nicos-school.com/p/custom... _____________________________________________________________ 📞 Connect with Me: 🌳 https://linktr.ee/nicolainielsen 🌍 My Website: https://www.nicolai-nielsen.com/ 🤖 GitHub: https://github.com/niconielsen32 👉 LinkedIn:   / nicolaiai   🐦 X/Twitter:   / nielsencv_ai   🌆 Instagram:   / nicolaihoeirup   _____________________________________________________________ 🎮 My Gear (Affiliate links): 💻 Laptop: https://amzn.to/49LJkTW 🖥️ Desktop PC: NVIDIA RTX 4090 24GB: https://amzn.to/3Uc7yAM Intel I9-14900K: https://amzn.to/3W4Z5Cb Motherboard: https://amzn.to/4aR6wBC 32GB RAM: https://amzn.to/3Jt2XVR 🖥️ Monitor: https://amzn.to/4aLP8hh 🖱️ Mouse: https://amzn.to/3W501GH ⌨️ Keyboard: https://amzn.to/3xUGz5b 🎙️ Microphone: https://amzn.to/3w1F1WK 📷 Camera: https://amzn.to/4b4Ryr9 _____________________________________________________________ Tags: #Autoencoders #DeepLearning #NeuralNetworks