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Anoushkrit Goel edited this page Dec 4, 2019
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MOOCs (Massive Open Online Courses) provided by various institutions to help out individuals who believe in continued learning even while working full time. 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 |