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

Added Machine Learning books and links.

Browse Source
This commit is contained in:
John Washam 2016-10-10 09:41:13 -07:00
parent 2b05486573
commit 79c494e299
1 changed files with 11 additions and 7 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

18
README.md
View File

@ -1582,16 +1582,20 @@ You're never really done.
- [ ] [Tensorflow Tutorials](https://www.tensorflow.org/versions/r0.11/tutorials/index.html) - [ ] [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/) - [ ] [Practical Guide to implementing Neural Networks in Python](using Theano)])http://www.analyticsvidhya.com/blog/2016/04/neural-networks-python-theano/)
- Courses: - Courses:
- [ ] [Great starter course: Machine Learning](https://www.coursera.org/learn/machine-learning) - [Great starter course: Machine Learning](https://www.coursera.org/learn/machine-learning)
- [videos only](https://www.youtube.com/playlist?list=PLZ9qNFMHZ-A4rycgrgOYma6zxF4BZGGPW) - [videos only](https://www.youtube.com/playlist?list=PLZ9qNFMHZ-A4rycgrgOYma6zxF4BZGGPW)
- see videos 12-18 for a review of linear algebra (14 and 15 are duplicates) - see videos 12-18 for a review of linear algebra (14 and 15 are duplicates)
- [ ] [Neural Networks for Machine Learning](https://www.coursera.org/learn/neural-networks) - [Neural Networks for Machine Learning](https://www.coursera.org/learn/neural-networks)
- [ ] [Google's Deep Learning Nanodegree](https://www.udacity.com/course/deep-learning--ud730) - [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) - [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/drive) - [Self-Driving Car Engineer Nanodegree](https://www.udacity.com/drive)
- [ ] [Metis Online Course ($99 for 2 months)](http://www.thisismetis.com/explore-data-science) - [Metis Online Course ($99 for 2 months)](http://www.thisismetis.com/explore-data-science)
- Resources: - Resources:
- Great book: Data Science from Scratch: First Principles with Python: https://www.amazon.com/Data-Science-Scratch-Principles-Python/dp/149190142X - Books:
- [Python Machine Learning](https://www.amazon.com/Python-Machine-Learning-Sebastian-Raschka/dp/1783555130/)
- [Data Science from Scratch: First Principles with Python](https://www.amazon.com/Data-Science-Scratch-Principles-Python/dp/149190142X)
- [Introduction to Machine Learning with Python](https://www.amazon.com/Introduction-Machine-Learning-Python-Scientists/dp/1449369413/)
- [Machine Learning for Software Engineers](https://github.com/ZuzooVn/machine-learning-for-software-engineers)
- Data School: http://www.dataschool.io/ - Data School: http://www.dataschool.io/
- ### Go - ### Go