In this lesson, I will demonstrate how to build your own neural network with Pytorch and word embedding! This network is designed to create a story based-off several books that I've trained it on, and therefore I named it StoryTeller. In this video, you will learn how to manually batch data, create a neural network class, and define the structure of your model. I'll explain my trail of thought and the considerations when building such a model, and I'll also introduce you to Pytorch, which is a very powerful tool for Machine Learning and AI. This is just an introduction, as I didn't include validation or pre-processing of our dataset, which are also very important steps that I've skipped to save some time (YES, it takes more than 35 minutes to build a proper model!) I highly recommend downloading/copying the starter notebook from my Google Drive, and proceeding to Part 2 of this lesson once you're done structuring your model. #pytorch #python #neuralnetwork #ai ⭐Train a Neural Network - StoryTeller PART 2 ⭐ https://www.youtube.com/watch?v=GTyTG3XzPq8 ******************************************************************************** LEARN ABOUT BASIC AI CONCEPTS - FOR MACHINE LEARNING BEGINNERS: ******************************************************************************** ⭐My Perceptron Tutorial - a single node in a Neural Network ⭐ https://www.youtube.com/watch?v=-KLnurhX-Pg ⭐My Error Function Tutorial - Binary Cross-Entropy Loss ⭐ https://www.youtube.com/watch?v=EJRFP3WmS6Q Starter Notebook and Files: https://drive.google.com/drive/folders/1J9Am97Kyeviofr7wEDSpCiv3bSxZ60Tg?usp=sharing Timestamps: 0:00 - Introduction 1:41 - Convert dataset from strings to integers 3:00 - Word to Index 4:58 - Batch Data / Train Data Structure 7:47 - Neural Network Structure 8:44 - _init_ Function 11:32 - Forward Function 14:52 - Print Model Structure 15:47 - See you in part 2! Connect on LinkedIn: https://www.linkedin.com/in/mariyasha888/ Follow me on Facebook: https://www.facebook.com/MariyaSha888/ Follow me on Instagram: https://www.instagram.com/mariyasha888/ Check out my Github: https://github.com/MariyaSha