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Helsinki Open Data Science

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Course Description

<p>This DataCamp course has been developed for the use of University of Helsinki by <b>Tuomo Nieminen</b> and <b>Emma Kämäräinen</b>, under the supervision of adj. prof. <b>Kimmo Vehkalahti</b>. The corresponding HY course is titled Introduction to Open Data Science (IODS). The core themes of the course are open data, reproduciple research and data science.</p><p><a href = 'https://tuomonieminen.github.io/Helsinki-Open-Data-Science/#/'>IODS course slides</a><p>

  1. 1

    Regression and model validation

    Free

    Data wrangling, simple regression, multiple regression, regression diagnostics

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    Reading data from the web
    100 xp
    Scaling variables
    100 xp
    Combining variables
    100 xp
    Selecting columns
    100 xp
    Modifying column names
    100 xp
    Excluding observations
    100 xp
    Visualizations with ggplot2
    100 xp
    Exploring a data frame
    100 xp
    Simple regression
    100 xp
    Video: Linear regression
    50 xp
    Multiple regression
    100 xp
    Graphical model validation
    100 xp
    Video: Model validation
    50 xp
    Making predictions
    100 xp
Emma Kämäräinen Headshot

Emma Kämäräinen

Helsinki University student who studies statistics and computer science. Believes in the power of data and finds herself interested in statistics more and more every day. Currently works as a Data Scientist at DNA Oy.
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Tuomo Nieminen Headshot

Tuomo Nieminen

Studies statistics and computer science at the University of Helsinki and works at the National Health and Welfare Institute (THL). Believes that data analysis can make the world a better place.
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Kimmo Vehkalahti Headshot

Kimmo Vehkalahti

(Super) Social Data Scientist, D.Soc.Sci, Fellow of the Teachers' Academy of Uni HELsinki, running #tilastoMOOC - the 1st Social Statistics MOOC & #IODS, the 1st Open Data Science MOOC in Finland, powered by DataCamp, VuoLearning, and Moodlerooms
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Petteri Mäntymaa Headshot

Petteri Mäntymaa

Statistics student at the University of Helsinki. Teaching assistant on the statistics courses Helsinki Social Statistics and Introduction to Open Data Science. Part-time R-dude at the Finnish National Institute for Health and Welfare. Passtime hobbies include powerlifting, astronomy.
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