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Module 1 - Lesson 2: Research and experiments with data #1

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turukawa opened this issue Sep 16, 2019 · 0 comments
Open

Module 1 - Lesson 2: Research and experiments with data #1

turukawa opened this issue Sep 16, 2019 · 0 comments
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Lesson Lesson outcomes and outline
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Module 1

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ETHICS

Recognise the importance and process for applying concepts of privacy and anonymity.

Concepts in privacy, techniques in anonymity.
Examples: Facebook, Yahoo, syphilis in the US

CURATION

Integrate methods for metadata and archival into data management.

Descriptive and structural metadata.
Methods for sourcing data: acquisition, entry, reception

ANALYSIS

Investigate data distribution and confidence, and reshape using Pandas.

Experiments, numerical and categorical data.
Populations, sampling and observational data + standard deviation and mean.

PRESENTATION

Illustrate core analysis with histograms and box plots.

Scatterplots of paired data.
Histograms and shape.
Box plots, quintiles and medians.

CASE STUDY

  • Smoking habits of UK residents
  • Infant mortality
  • Air quality
  • Views on immigration
@turukawa turukawa added the Lesson Lesson outcomes and outline label Sep 16, 2019
@turukawa turukawa self-assigned this Sep 16, 2019
@turukawa turukawa added this to the Module 1 milestone Sep 16, 2019
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