ML Wiki
Machine Learning Wiki - A collection of ML concepts, algorithms, and resources.

Statistics

Statistics

'’Statistics’’ - the science of

  • collecting, organizing, summarizing, analyzing data
  • drawing conclusions from it

Goal: use imperfect information to infer facts, make predictions, and make decisions.

'’A statistic’’ a number or value measured in context

Statistical Investigation

Data Analysis: Process of statistical investigation:

  1. pose a question
  2. collect relevant data
  3. analyze
  4. form a conclusion (how?)

Questions 2-4 - answered by Statistics

Types

There are two types of statistics:

Good Online Resources

Free online books and online resources on statistics

  • OpenIntro Statistics (book)
  • http://en.wikibooks.org/wiki/Statistics
  • http://onlinestatbook.com/2/index.html
  • http://en.wikiversity.org/wiki/Topic:Statistics

Sources