An introduction to PyTorch in Python. This video sets the foundation for the rest of the course by introducing TensorFlow and how it is accessed with Python. PyTorch neural networks are demonstrated as a higher level abstraction for deep neural networks. Code for This Video: https://github.com/jeffheaton/app_deep_learning/blob/main/t81_558_class_03_2_pytorch.ipynb Quick overview of Mandelbrot:    • How to Calculate a Mandelbrot Set   Mandlebrot Zoom: https://www.youtube.com/watch?v=CQo7HVlir6Q ~~~~~~~~~~~~~~~ COURSE MATERIAL ~~~~~~~~~~~~~~~ 📖 Textbook - Coming soon 😸🐙 GitHub - https://github.com/jeffheaton/app_deep_learning/ ▶️ Play List -    • 2023 PyTorch Version Applications of ...   🏫 WUSTL Course Site - https://sites.wustl.edu/jeffheaton/t81-558/ ~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ 🖥️ Website: https://www.heatonresearch.com/ 🐦 Twitter - https://twitter.com/jeffheaton 😸🐙 GitHub - https://github.com/jeffheaton 📸 Instagram - https://www.instagram.com/jeffheatondotcom/ 🦾 Discord: https://discord.gg/3bjthYv ▶️ Subscribe: null ~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~ 🅿 Patreon - https://www.patreon.com/jeffheaton 🙏 Other Ways to Support (some free) - https://www.heatonresearch.com/support.html ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ #Python #Tensorflow #Keras #csv #png #jpg #csv