Data science on SDGs - Udemy Online Course Material: Data Science on Sustainable Development Goals

Overview

Data Science on Sustainable Development Goals (SDGs)

Udemy Online Course Material: Data Science on Sustainable Development Goals

https://bit.ly/data_science_on_SDGs

The Sustainable Development Goals (SDGs) are 17 global goals designed to be a "blueprint for achieving a better and more sustainable future for all". The goals to be achieved by 2030 are an urgent call for action by all countries - and us all. (https://sdgs.un.org/goals)

The course highlights the sustainable development goals (SDG) and analyzes the SDG indicators that track the current global status.

Did you know that there exist 17 goals backed up and monitored by over 230 indicators? Each indicator measures the progress of all countries, sometimes over decades—a lot of data points to analyze. Let's start!

The lecture balances basic principles for everyone and crisp data science sections analyzing SDG indicators based on Python.

The course is divided into 5 sections:

  • General introduction to the SDGs and their data sets to trace the status.
  • Data Science overview and explaining the CRISP-DM methodology.
  • Data Science visualization practices on time series, world maps, and tree view examples.
  • Data Science practice on combining various SDG indicators and doing a cross-analysis.
  • Additional information for your next step and possible contribution.

The course's overall objective is to give you a quick start in data science practice and inspire you to contribute towards our joint SDG goals.

The data sets are from: Our world in data: https://github.com/owid UN SDGs: https://sdgs.un.org/goals

Owner
Frank Kienle
Mastering data science - it is not a hype - delivering value is my passion
Frank Kienle
CoderByte | Practice, Tutorials & Interview Preparation Solutions|

CoderByte | Practice, Tutorials & Interview Preparation Solutions This repository consists of solutions to CoderByte practice, tutorials, and intervie

Eda AYDIN 6 Aug 09, 2022
A simple USI Shogi Engine written in python using python-shogi.

Revengeshogi My attempt at creating a USI Shogi Engine in python using python-shogi. Current State of Engine Currently only generating random moves us

1 Jan 06, 2022
An awesome Data Science repository to learn and apply for real world problems.

AWESOME DATA SCIENCE An open source Data Science repository to learn and apply towards solving real world problems. This is a shortcut path to start s

Academic.io 20.3k Jan 09, 2023
FireEye Related Projects

FireEye FireEye Related Projects Tor-IP-Collector Simple python script that will collect a list of TOR IPs from the SecOps Institute Github and inject

Taran Ulrich 2 Nov 12, 2022
Fast, efficient Blowfish cipher implementation in pure Python (3.4+).

blowfish This module implements the Blowfish cipher using only Python (3.4+). Blowfish is a block cipher that can be used for symmetric-key encryption

Jashandeep Sohi 41 Dec 31, 2022
Speed up Sphinx builds by selectively removing toctrees from some pages

Remove toctrees from Sphinx pages Improve your Sphinx build time by selectively removing TocTree objects from pages. This is useful if your documentat

Executable Books 8 Jan 04, 2023
A Python library that simplifies the extraction of datasets from XML content.

xmldataset: simple xml parsing 🗃️ XML Dataset: simple xml parsing Documentation: https://xmldataset.readthedocs.io A Python library that simplifies t

James Spurin 75 Dec 30, 2022
Type hints support for the Sphinx autodoc extension

sphinx-autodoc-typehints This extension allows you to use Python 3 annotations for documenting acceptable argument types and return value types of fun

Alex Grönholm 462 Dec 29, 2022
PySpark Cheat Sheet - learn PySpark and develop apps faster

This cheat sheet will help you learn PySpark and write PySpark apps faster. Everything in here is fully functional PySpark code you can run or adapt to your programs.

Carter Shanklin 168 Jan 01, 2023
epub2sphinx is a tool to convert epub files to ReST for Sphinx

epub2sphinx epub2sphinx is a tool to convert epub files to ReST for Sphinx. It uses Pandoc for converting HTML data inside epub files into ReST. It cr

Nihaal 8 Dec 15, 2022
MkDocs plugin for setting revision date from git per markdown file

mkdocs-git-revision-date-plugin MkDocs plugin that displays the last revision date of the current page of the documentation based on Git. The revision

Terry Zhao 48 Jan 06, 2023
Plover jyutping - Plover plugin for Jyutping input

Plover plugin for Jyutping Installation Navigate to the repo directory: cd plove

Samuel Lo 1 Mar 17, 2022
This program has been coded to allow the user to rename all the files in the entered folder.

Bulk_File_Renamer This program has been coded to allow the user to rename all the files in the entered folder. The only required package is "termcolor

1 Jan 06, 2022
python wrapper for simple-icons

simpleicons Use a wide-range of icons derived from the simple-icons repo in python. Go to their website for a full list of icons. The slug version mus

Sachin Raja 14 Nov 07, 2022
Mayan EDMS is a document management system.

Mayan EDMS is a document management system. Its main purpose is to store, introspect, and categorize files, with a strong emphasis on preserving the contextual and business information of documents.

3 Oct 02, 2021
Generate YARA rules for OOXML documents using ZIP local header metadata.

apooxml Generate YARA rules for OOXML documents using ZIP local header metadata. To learn more about this tool and the methodology behind it, check ou

MANDIANT 34 Jan 26, 2022
OpenTelemetry Python API and SDK

Getting Started • API Documentation • Getting In Touch (GitHub Discussions) Contributing • Examples OpenTelemetry Python This page describes the Pytho

OpenTelemetry - CNCF 1.1k Jan 08, 2023
Service for visualisation of high dimensional for hydrosphere

hydro-visualization Service for visualization of high dimensional for hydrosphere DEPENDENCIES DEBUG_ENV = bool(os.getenv("DEBUG_ENV", False)) APP_POR

hydrosphere.io 1 Nov 12, 2021
Course Materials for Math 340

UBC Math 340 Materials This repository aims to be the one repository for which you can find everything you about Math 340. Lecture Notes Lecture Notes

2 Nov 25, 2021
Practical Python Programming

Welcome! When I first learned Python nearly 25 years ago, I was immediately struck by how I could productively apply it to all sorts of messy work pro

Dabeaz LLC 8.3k Jan 08, 2023