Code Grand Rounds
Track Cover Image
Deep Learning
Status
Not started
Total track time
1 hour 44 minutes
Average lesson difficulty
Advanced
Lessons
7
Assessments
6
Certificate upon completion
Description
An introduction to the how, why, and what of deep learning! Deep learning is responsible for some of the seismic shifts seen in AI recently, and these lessons will get you equipped with the fundamental knowledge to launch on your own.
Intro to Deep Learning
Module 1
Executed Cells
Neural Networks Overview
Neural Networks Assessment
PyTorch and Tensors
Pytorch and Tensors Assessment
Loss Functions
Loss Functions Assessment
Gradients and Backpropagation
Backpropagation Assessment
Optimization and Gradient Descent
Optimization Assessment
Activation Functions
Activation Functions Assessment
Supplemental Learning
Heads up! Code Grand Rounds is undergoing a major overhaul. Watch for bugs!