07 Feb, 2016
FYI, the course link is https://www.udacity.com/course/deep-learning--ud730. This course takes approximately 3 months with assumption 6hrs/wk (work at your own pace).
08 Aug, 2015
Quite like this course as I have not take standard algorithm course in my university. In this course, I've learn how the algorithm works and its theory.
The course coding assignment is not bad though. I've been using python to solve this 6 week code assignment.
04 Jul, 2015
This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include:
- Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks).
- Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning).
- Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI).
30 May, 2015
Build a modern computer system, starting from first principles. The course consists of six weekly hands-on projects that take you from constructing elementary logic gates all the way to building a fully functioning general purpose computer. In the process, you will learn -- in the most direct and intimate way -- how computers work, and how they are designed.