ML Fundamentals Final Review

ML Fundamentals Final Review

You have reached the final lesson of Machine Learning Fundamentals. Nice work.

In this section, we moved from algorithms into applications and interviews: computer vision in Deep Learning and Computer Vision, pretrained models in Transfer Learning with Keras, real production-style neural networks in Real World Deep Neural Network Examples, webcam background removal in Practical Exercise: Create background removing application for Zoom/Skype, and language models in How Do Large Language Models Work? plus Tokenization and Embeddings.

Now we are going to zoom out and connect the course into one practical mental model: how to frame, build, evaluate, explain, and improve an ML system.