Statistics

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Statistics (otherwise known as Stats) is the mathematical and scientific study of real-world observable facts to predict outcomes, summarize a set of data, or identify trends.


Analysis

Quantitative Analysis

Qualitative Analysis

Variables

Dependent Variable

Independent Variable

Distribution

Ratios

Normally Distributed

Gaussian Distribution

Classification

Classification is the creation of topics as either a flat-list or a hierarchy of types. It is commonly used for organizing or grouping like information or objects into common logical divisions or sub-regions.


Probability

Outcomes

Monte Carlo simulations

[1] [2]


Correlation

Standard Deviation

Statistical Significance

Data Science

[3] [4] [5] [6] [7]



Tools


Resources


Tutorials


External Links


References

  1. Monte Carlo Simulation of Financial Investment portfolio: https://www.portfoliovisualizer.com/monte-carlo-simulation#analysisResults
  2. Monte Carlo Simulation in IBM SPSS statistics suite: https://www.ibm.com/cloud/learn/monte-carlo-simulation
  3. The Data Science Industry - Who Does What (INFOGRAPHIC): https://www.datacamp.com/community/tutorials/data-science-industry-infographic
  4. R vs. Python -- Which data analytics language is preferable for Data Scientists?: https://dzone.com/articles/r-or-python-data-scientists-delightb
  5. If you’re a developer transitioning into data science, here are your best resource: https://medium.freecodecamp.org/if-youre-a-developer-transitioning-into-data-science-here-are-your-best-resources-c31928b53cd1
  6. Winning solution of an online "Data Science" hackathon: https://towardsdatascience.com/winning-solution-of-an-online-data-science-hackathon-ead4d340bb41
  7. History of Data Science - timeline: https://timeline.historyofdatascience.com/
  8. wikipedia: SPSS
  9. IBM -- SPSS Modeler: https://www.ibm.com/us-en/marketplace/spss-modeler
  10. IBM to Acquire SPSS Inc. to Provide Clients Predictive Analytics Capabilities: http://www-03.ibm.com/press/us/en/pressrelease/27936.wss
  11. IBM completes acquisition of SPSS Inc.: http://www-03.ibm.com/press/us/en/pressrelease/28522.wss
  12. Announcing SimpleStats 1.0 Python lib (for JW Player): http://www.simplethoughtproductions.com/2008/06/15/simple-stats-10/

See Also

Mathematics | ML | NLP | Data Visualization | BigData | Web Analytics | Market Research | Spam filters