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
Flask-Rebar combines flask, marshmallow, and swagger for robust REST services.

Flask-Rebar Flask-Rebar combines flask, marshmallow, and swagger for robust REST services. Features Request and Response Validation - Flask-Rebar reli

PlanGrid 223 Dec 19, 2022
Gaphor is the simple modeling tool

Gaphor Gaphor is a UML and SysML modeling application written in Python. It is designed to be easy to use, while still being powerful. Gaphor implemen

Gaphor 1.3k Jan 03, 2023
A fast time mocking alternative to freezegun that wraps libfaketime.

python-libfaketime: fast date/time mocking python-libfaketime is a wrapper of libfaketime for python. Some brief details: Linux and OS X, Pythons 3.5

Simon Weber 68 Jun 10, 2022
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
Grokking the Object Oriented Design Interview

Grokking the Object Oriented Design Interview

Tusamma Sal Sabil 2.6k Jan 08, 2023
📖 Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.

lazydocs Generate markdown API documentation for Google-style Python docstring. Getting Started • Features • Documentation • Support • Contribution •

Machine Learning Tooling 118 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
Python 3 wrapper for the Vultr API v2.0

Vultr Python Python wrapper for the Vultr API. https://www.vultr.com https://www.vultr.com/api This is currently a WIP and not complete, but has some

CSSNR 6 Apr 28, 2022
Demonstration that AWS IAM policy evaluation docs are incorrect

The flowchart from the AWS IAM policy evaluation documentation page, as of 2021-09-12, and dating back to at least 2018-12-27, is the following: The f

Ben Kehoe 15 Oct 21, 2022
graphical orbitational simulation of solar system planets with real values and physics implemented so you get a nice elliptical orbits. you can change timestamp value or scale from source code idc.

solarSystemOrbitalSimulation graphical orbitational simulation of solar system planets with real values and physics implemented so you get a nice elli

Mega 3 Mar 03, 2022
This is the data scrapped of all the pitches made up potential startup's to established bussiness tycoons of India with all the details of Investments made, equity share, Name of investor etc.

SharkTankInvestor This is the data scrapped of all the pitches made up potential startup's to established bussiness tycoons of India with all the deta

Subradip Poddar 2 Aug 02, 2022
Leetcode Practice

LeetCode Practice Description This is my LeetCode Practice. Visit LeetCode Website for detailed question description. The code in this repository has

Leo Hsieh 75 Dec 27, 2022
💯 Coolest snippets

nvim-snippets This was originally included in my personal Neovim setup, but I didn't like having all the snippets there so I decided to have them sepa

Eliaz Bobadilla 6 Aug 31, 2022
Always know what to expect from your data.

Great Expectations Always know what to expect from your data. Introduction Great Expectations helps data teams eliminate pipeline debt, through data t

Great Expectations 7.8k Jan 05, 2023
A course-planning, course-map rendering and GPA-calculation web service, designed for the SFU (Simon Fraser University) student.

SFU Course Planner What is the overall goal of the project (i.e. what does it do, or what problem is it solving)? As the title suggests, this project

Ash Peng 1 Oct 21, 2021
The project that powers MDN.

Kuma Kuma is the platform that powers MDN (developer.mozilla.org) Development Code: https://github.com/mdn/kuma Issues: P1 Bugs (to be fixed ASAP) P2

MDN Web Docs 1.9k Dec 26, 2022
The purpose of this project is to share knowledge on how awesome Streamlit is and can be

Awesome Streamlit The fastest way to build Awesome Tools and Apps! Powered by Python! The purpose of this project is to share knowledge on how Awesome

Marc Skov Madsen 1.5k Jan 07, 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
Assignments from Launch X's python introduction course

Launch X - On Boarding Assignments from Launch X's Python Introduction Course Explore the docs » Report Bug · Request Feature Table of Contents About

Javier Méndez 0 Mar 15, 2022
A system for Python that generates static type annotations by collecting runtime types

MonkeyType MonkeyType collects runtime types of function arguments and return values, and can automatically generate stub files or even add draft type

Instagram 4.1k Jan 07, 2023