Contains all the data regarding the MOOCs that I have personally studied.
S No. | Course | Faculty | Certificates | Skills |
---|---|---|---|---|
1. | Neural Networks and Deep Learning | Andrew Ng | 3G94WMR432EK | Deep Learning from Scratch, TensorFlow |
2. | Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Andrew Ng | Z659SG7D22SG | Hyperparameter Tuning, DL |
3. | Structuring Machine Learning Projects | Andrew Ng | 4KWP4593LP53 | Managing DL/ML Projects |
4. | Convolutional Neural Networks | Andrew Ng | V8N6SVNRZS2J | CNNs, Architectures, Different ConvNet Architectures |
5. | Sequence Models | Andrew Ng | G8GZ7ZJFJCUQ | NLP(Natural Language Processing), LSTMs(Long Short-Term Memory) Networks, RNNs(Recurrent Neural Networks) |
6. | Deep Learning Specialization | Andrew Ng | WXBN3CDY3J33 | Comprises of the courses listed above from 1-5 |
6. | Secure and Private AI | Andrew Trask | Pytorch, Differential Privacy | |
7. | Cryptography 1 | Dan Boneh | ||
8. | Pytorch Tutorials | Soumith Chintala | Audit | |
9. | AWS DeepRacer Scholarship | Incomplete | AWS SageMaker, AWS RoboMAker, Reinforcement Learning | |
10. | TensorFlow in Practice Specialization | Laurence Moroney | TensorFlow, Keras | |
11. | Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning | Laurence Moroney | TensorFlow, Keras, CNN | |
12. | Convolutional Neural Networks in TensorFlow | Laurence Moroney | TensorFlow, Keras, CNN | |
13. | Practical Reinforcement Learning | Alexander Panin | Open AI Gym, RL | |
14. | Full Stack Deep Learning | Pieter Abbeel, Josh Tobin | No Certificate | Shipping DL Projects |
15. | AI for Healthcare | Nanodegree | Healthcare Niche |