Neural Networks Hyperparameters Explained | How to set up your neural network

Curious about deep learning? Start with the Fundamentals of Deep Learning booklet to learn the essentials in 25 pages - https://misraturp.gumroad.com/l/fdl 👇 Watch my full course on deep learning on YouTube    • 50 Days of Deep Learning   Neural networks have many settings that need to be tweaked to reach optimal performance. Here is a summary of what it takes to set up a neural network. RESOURCES: Data Science Kick-starter mini-course: https://misraturp.gumroad.com/l/kick-... Pandas cheat sheet: https://misraturp.gumroad.com/l/pandascs Fundamentals of Deep Learning in 25 pages: https://misraturp.gumroad.com/l/fdl Website - https://misraturp.com/ Twitter -   / misraturp   00:00 Introducing the hyperparameters cheat sheet 00:46 # of input neurons 01:23 # of output neurons 02:02 # of hidden layers and neurons on these layers 02:18 loss function 03:00 optimizer and learning rate 03:29 activation function 04:16 batch size 04:28 number of iterations / epochs 05:41 weight initialization technique 05:59 regularization 06:23 Download the hyperparameters cheat sheet!