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Interesting picture summarizing several types of techniques used in machine learning, contrasting unsupervised learning with unsupervised learning and reinforcement learning.
The difference between supervised and unsupervised learning is described…Continue
Course material for Richard Weber's course on Probability for first year mathematicians at Cambridge. You can also check Richard's blog (a former colleague of my dad) here. It also includes exams question. This is the base material that needs to be mastered before being accepted in the prestigious Tripo III curriculum at Cambridge. The book (PDF) can be downloaded…Continue
I can't find anymore where this chart, featuring relations between distributions, was first published. I remember seeing it on the Cloudera blog.
Another shorter one featuring the most useful one for statistical analysis, can be found…Continue