/deep-learning-zero-to-all

Sung Kim <ML lab> TensorFlow studynote

Primary LanguageJupyter NotebookMIT LicenseMIT

deep-learning-zero-to-all

Sung Kim, learning Computer Science in HKUST, makes great lectures for machine learning beginners to teach ML basic ideas and how to use Tensorflow. I keep practicing to make some machine learning models using TF. All of these video clips and codes are authorized by Sung Kim. Enjoy studying machine learning!

Lab 1. TensorFlow Basics

Watch the lecture video clip

Lab 2. Linear Regression

Watch the lecture video clip

Exercise using TF - Linear Regression

Exercise using TF - Linear Regression Feed

Exercise using TF - Linear Regression TensorFlow.org

Lab 3. Minimizing Cost

Exercise using TF - Minimizing Cost show graph

Exercise using TF - Minimizing Cost Gradient Update

Exercise using TF - Minimizing Cost TF Optimizer