Instructor: Andrew Ng
Just completed Deep Learning Specialization on Coursera, using this repo to keep a record of all my completed coursework and related files. I will start writing up on each topic with additional links I have been learning from.
Please observe the Coursera honour code.
Currently, these are not standalone Jupyter Notebook, I will try to add some of the dependencies back later as I tidy up the whole set. I will fix broken images too.
I will also add quiz answers eventually too.
Use DigitalOcean to play around with Python using Jupyter Notebook. Just need to follow this guide to set it up https://www.digitalocean.com/community/tutorials/how-to-set-up-jupyter-notebook-for-python-3. Use my referral link and receive $100 in credit for 60 days immediately as new user, enough to run quite a powerful 4CPUs 8GB RAM 160GB SSD instance for 2 months, remember to kill it before end of 60 days. Let me know if you need help with the setup. https://m.do.co/t/b298d6966c0c I get some free credit (not cash) to run my server there if you sign up using the link.
If you are in mainland China or can't access YouTube, can try to watch the videos on NetEase 网易云课堂.
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Awesome Python Machine Learning I have added a long list of Python frameworks, libraries, software and resources for Machine Learning. Inspired/Forked from awesome-python, awesome-machine-learning.
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Generative Adversarial Networks Specialization on Coursera I have added another repo for the GAN specialization.