deep-learnig Assignments by professor Andrew-ng
Master Deep Learning, and Break into AI
Instructor: Andrew Ng
Deep Learning Specialization on Coursera.
As a CS major student and a long-time self-taught learner, I have completed many CS related MOOCs on Coursera, Udacity, Udemy, and Edx. I do understand the hard time you spend on understanding new concepts and debugging your program. There are discussion forums on most MOOC platforms, however, even a question with detailed description may need some time to be answered..This course is almost the simple and clear deep learning course I have ever taken, but the simplicity is based on the fabulous course content and structure. It's a real treasure given by deeplearning.ai team.
Course 1: Neural Networks and Deep Learning
Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Course 3: Structuring Machine Learning Projects
Course 4: Convolutional Neural Networks
Course 5: Sequence Models