The Ultimate Machine Learning Tutorial: Binary Classifier - Part 2

Let's build and train an actual Neural Network using PyTorch for our binary classification task that can determine whether a Pokémon is legendary or not. By the end of this video, you'll have the final tools and knowledge you need to build your own Pokémon classifier. Let's get started! 🌐 Links for Data 🌐 https://www.kaggle.com/datasets/rounakbanik/pokemon https://www.kaggle.com/datasets/arenagrenade/the-complete-pokemon-images-data-set ⬇️ Follow me on my other socials and feel free to DM questions! ⬇️ 📲 Instagram: https://www.instagram.com/m.m.boris/ ⚫⚪ Medium: https://medium.com/@boris.meinardus ================== Timestamps ================ 00:00 - Intro 00:20 - Recap and Imports 01:19 - Hyperparameters and DataLoaders 02:23 - THE NEURAL NETWORK 04:45 - Initialize everything 06:17 - Accuracy Metric 07:35 - THE TRAINING LOOP 11:36 - Model Evaluation 15:11 - Looking at cool specific cases! 16:34 - Outro ============================================= #ai #python #tutorial