Some of the best and freely available resources are:
- Hastie, Friedman et al. The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- David Barber. Bayesian Reasoning and Machine Learning
- David MacKay. Information Theory, Inference and Learning Algorithms (http://www.inference.phy.cam.ac.uk/mackay/itila/)
As to the author's question I haven't met "All in one page" solution