I have done the Machine learning course on Coursera, by Andrew Ng from Standford University.
Course content (60h aprox):
- 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).
The course will also draw from numerous case studies and applications, so that you'll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas. The
Hands-on programming exercises have been completed using MATLAB.
My certificate: https://coursera.org/share/a70eddbff6240f07dcb6d13fd41356a1