15.08.2021, 16:52
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Learn data science - covid-19 and cholera pandemic projects
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 39 lectures (10h 7m) | Size: 2.7 GB
Learn data science using python, plotly and leaflet
What you'll learn:
Introduction to Data Visualisation
Data Types and Chart Types
Data Visaulization in Plotly
COVID Visualization in Plotly
Plotting Geographical Data in Plotly
John's Cholera Graph
Scientific and Statistical Plots and animation
Interactive Maps using Leaflet
Requirements
Basic math skills
Basic to Intermediate Python Skills
Description
This is a course for data visualization lovers.
It has been prepared with practical exercises of the current context for its better understanding and application in a 10 intensive hours.
In a first section, the methodological principles on data viz and graphic display techniques are explained. As an exercise, the extraction and deployment of COVID-19 data using python, Plotly and express submodule is developed.
Additionally, the course includes the geospatial application for the representation of geographic data using Plotly's methods, and as an exercise the data from John Snow's research on cholera is reconstructed.
Finally, scientific and statistical graphics and their display through animation code are explored. As a final project, the Leaflet code is used to explore interactive maps.
Who this course is for
developers
gis and geospatial users
data researchers
Anyone interested in learning more about python, data science, or data visualizations
Anyone interested about the rapidly expanding world of data science
Homepage
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