gaspersic/coding-interview-university
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

Added book to Machine Learning section.

Browse Source
This commit is contained in:
John Washam 2016-10-02 13:21:16 -07:00
parent 0aad172b7e
commit 9459c23a59
1 changed files with 11 additions and 9 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

20
README.md
View File

@ -1545,27 +1545,29 @@ Take coding challenges every day, as many as you can.
- see videos below
- ### Machine Learning
- Why ML?
- [x] Why ML?
- [x] https://backchannel.com/how-google-is-remaking-itself-as-a-machine-learning-first-company-ada63defcb70
- [x] Large-Scale Deep Learning for Intelligent Computer Systems: https://www.youtube.com/watch?v=QSaZGT4-6EY
- [ ] Deep Learning and Understandability versus Software Engineering and Verification by Peter Norvig: https://www.youtube.com/watch?v=X769cyzBNVw
- [x] Deep Learning and Understandability versus Software Engineering and Verification by Peter Norvig: https://www.youtube.com/watch?v=X769cyzBNVw
- [x] great course (Stanford): https://www.coursera.org/learn/machine-learning
- videos only: https://www.youtube.com/playlist?list=PLZ9qNFMHZ-A4rycgrgOYma6zxF4BZGGPW
- see videos 12-18 for a review of linear algebra
- see videos 12-18 for a review of linear algebra (14 and 15 are duplicates)
- [ ] Google's Cloud Machine learning tools: https://www.youtube.com/watch?v=Ja2hxBAwG_0
- [ ] Google Developers' Machine Learning Recipes (Scikit Learn & Tensorflow):
- https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal
- [ ] Tensorflow: https://www.youtube.com/watch?v=oZikw5k_2FM
- [ ] Google's Deep Learning Nanodegree: https://www.udacity.com/course/deep-learning--ud730
- [ ] Google/Kaggle Machine Learning Engineer Nanodegree: https://www.udacity.com/course/machine-learning-engineer-nanodegree-by-google--nd009
- [ ] Self-Driving Car Engineer Nanodegree: https://www.udacity.com/course/self-driving-car-engineer-nanodegree--nd013
- [ ] Metis Online Course ($99 for 2 months): http://www.thisismetis.com/explore-data-science
- [x] Tensorflow: https://www.youtube.com/watch?v=oZikw5k_2FM
- [ ] Tensorflow Tutorials: https://www.tensorflow.org/versions/r0.11/tutorials/index.html
- [ ] Practical Guide to implementing Neural Networks in Python (using Theano): http://www.analyticsvidhya.com/blog/2016/04/neural-networks-python-theano/
- [ ] Vector calculus: https://www.youtube.com/watch?v=tDtYAddb4o4
- More courses:
- [ ] Google's Deep Learning Nanodegree: https://www.udacity.com/course/deep-learning--ud730
- [ ] Google/Kaggle Machine Learning Engineer Nanodegree: https://www.udacity.com/course/machine-learning-engineer-nanodegree-by-google--nd009
- [ ] Self-Driving Car Engineer Nanodegree: https://www.udacity.com/course/self-driving-car-engineer-nanodegree--nd013
- [ ] Metis Online Course ($99 for 2 months): http://www.thisismetis.com/explore-data-science
- Resources:
- Great book: Data Science from Scratch: First Principles with Python: https://www.amazon.com/Data-Science-Scratch-Principles-Python/dp/149190142X
- Data School: http://www.dataschool.io/
- ### Go
- [x] Videos:
- [x] Why Learn Go?: https://www.youtube.com/watch?v=FTl0tl9BGdc