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
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
Automated generation of real Swagger/OpenAPI 2.0 schemas from Django REST Framework code.

drf-yasg - Yet another Swagger generator Generate real Swagger/OpenAPI 2.0 specifications from a Django Rest Framework API. Compatible with Django Res

Cristi Vîjdea 3k Dec 31, 2022
Soccerdata - Efficiently scrape soccer data from various sources

SoccerData is a collection of wrappers over soccer data from Club Elo, ESPN, FBr

Pieter Robberechts 195 Jan 04, 2023
100 numpy exercises (with solutions)

100 numpy exercises This is a collection of numpy exercises from numpy mailing list, stack overflow, and numpy documentation. I've also created some p

Nicolas P. Rougier 9.5k Dec 30, 2022
A curated list of awesome tools for Sphinx Python Documentation Generator

Awesome Sphinx (Python Documentation Generator) A curated list of awesome extra libraries, software and resources for Sphinx (Python Documentation Gen

Hyunjun Kim 831 Dec 27, 2022
Resource hub for Obsidian resources.

Obsidian Community Vault Welcome! This is an experimental vault that is maintained by the Obsidian community. For best results we recommend downloadin

Obsidian Community 320 Jan 02, 2023
Some of the best ways and practices of doing code in Python!

Pythonicness ❤ This repository contains some of the best ways and practices of doing code in Python! Features Properly formatted codes (PEP 8) for bet

Samyak Jain 2 Jan 15, 2022
This is a template (starter kit) for writing Maturity Work with Sphinx / LaTeX at Collège du Sud

sphinx-tm-template Ce dépôt est un template de base utilisable pour écrire ton travail de maturité dans le séminaire d'informatique du Collège du Sud.

6 Dec 22, 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
AiiDA plugin for the HyperQueue metascheduler.

aiida-hyperqueue WARNING: This plugin is still in heavy development. Expect bugs to pop up and the API to change. AiiDA plugin for the HyperQueue meta

AiiDA team 3 Jun 19, 2022
Version bêta d'un système pour suivre les prix des livres chez Books to Scrape,

Version bêta d'un système pour suivre les prix des livres chez Books to Scrape, un revendeur de livres en ligne. En pratique, dans cette version bêta, le programme n'effectuera pas une véritable surv

Mouhamed Dia 1 Jan 06, 2022
Showing potential issues with merge strategies

Showing potential issues with merge strategies Context There are two branches in this repo: main and a feature branch feat/inverting-method (not the b

Rubén 2 Dec 20, 2021
This is a small project written to help build documentation for projects in less time.

Documentation-Builder This is a small project written to help build documentation for projects in less time. About This project builds documentation f

Tom Jebbo 2 Jan 17, 2022
Preview title and other information about links sent to chats.

Link Preview A small plugin for Nicotine+ to display preview information like title and description about links sent in chats. Plugin created with Nic

Nick 0 Sep 05, 2021
DeltaPy - Tabular Data Augmentation (by @firmai)

DeltaPy⁠⁠ — Tabular Data Augmentation & Feature Engineering Finance Quant Machine Learning ML-Quant.com - Automated Research Repository Introduction T

Derek Snow 470 Dec 28, 2022
:blue_book: Automatic documentation from sources, for MkDocs.

mkdocstrings Automatic documentation from sources, for MkDocs. Features - Python handler - Requirements - Installation - Quick usage Features Language

1.1k Jan 04, 2023
Mozilla Campus Club CCEW is a student committee working to spread awareness on Open Source software.

Mozilla Campus Club CCEW is a student committee working to spread awareness on Open Source software. We organize webinars and workshops on different technical topics and making Open Source contributi

Mozilla-Campus-Club-Cummins 8 Jun 15, 2022
A `:github:` role for Sphinx

sphinx-github-role A github role for Sphinx. Usage Basic usage MyST: :caption: index.md See {github}`astrojuanlu/sphinx-github-role#1`. reStructuredT

Juan Luis Cano Rodríguez 4 Nov 22, 2022
Python syntax highlighted Markdown doctest.

phmdoctest 1.3.0 Introduction Python syntax highlighted Markdown doctest Command line program and Python library to test Python syntax highlighted cod

Mark Taylor 16 Aug 09, 2022
A module filled with many useful functions and modules in various subjects.

Usefulpy Check out the Usefulpy site Usefulpy site is not always up to date Download and Import download and install with with pip download usefulpyth

Austin Garcia 1 Dec 28, 2021