Ecosyste.ms: Awesome

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awesome-teaching-about-networks

An awesome list of resources for teaching about networks and related topics
https://github.com/BrennanAntone/awesome-teaching-about-networks

Last synced: about 22 hours ago
JSON representation

No-Code Software
- Online Tutorial Materials
  - NLP+CSS 201 Tutorials - Tutorials for advanced natural language processing methods designed for computational social science research.
  - Introduction to Computational Social Science Methods with Python
  - R Course Material for Communication Science
  - UCCSS: University of California Computational Social Science - Multidisciplinary, multi-perspective, and multi-method guide on how to better understand society and human behavior with modern research tool.
  - SAGE collection of teaching material for Computational Social Science - Large collection of various teaching material for Computational Social Science
  - SICSS Learning Materials - Open source teaching and learning resources for computational social science
  - Social and Economic Networks: Models and Analysis - Online course on social and economic networks taught by Matthew O. Jackson
  - APIs for Social Scientists
  - Introduction to Computational Social Science in R
  - Toolkit for Digital Methods - A wiki of resources for digital methods in Social Sciences
- Textbooks
  - Computational Thinking for Social Scientists
  - Networks, Crowds, and Markets: Reasoning About a Highly Connected World
- Social Media and Listservs
- Relevant Awesome Lists
  - Awesome Causality - tech/awesome-digital-humanities) | [Awesome Quarto](https://github.com/mcanouil/awesome-quarto) |
  - Awesome Community Detection - Julia) | [Awesome R](https://github.com/qinwf/awesome-R) |
  - Awesome Computational Social Science - jupyter) | [Awesome Research Software Registries](https://github.com/NLeSC/awesome-research-software-registries) |
  - Awesome Data Science with Python - python-data-science)) | [Awesome Machine Learning](https://github.com/josephmisiti/awesome-machine-learning) | [Awesome NLP](https://github.com/keon/awesome-nlp) ([another one](https://github.com/edobashira/speech-language-processing)) |
  - Awesome Data Visualization - open-science) | |
  - Awesome Data Science - naas/awesome-notebooks) | [Awesome Scholarly Data Analysis](https://github.com/napsternxg/awesome-scholarly-data-analysis) |
  - Awesome Deep Learning - python) (other lists: [1](https://github.com/kirang89/pycrumbs), [2](https://github.com/svaksha/pythonidae), [3](https://github.com/trekhleb/learn-python)) | |
  - Awesome Network Analysis
- Selected Readings
- Videos and Lectures
  - Introduction to computational social science
  - A gentle introduction to network science
Resources about teaching
- Teaching social network analysis
Conferences
Python
- Python for Computational Social Science and Digital Humanities
- Awesome Python - python)) for general resources in Python
Resources for use in teaching
Journals
- University Course Programs
Selected Papers
- University Course Programs
  - Computational Social Science and Sociology
  - Machine Learning for Social Science: An Agnostic Approach
R
- Awesome R
Relevant Awesome Lists
- Tutorials

Programming Languages

R 3 Python 3 HTML 2 TeX 1 Jupyter Notebook 1 SCSS 1

Categories

Resources for use in teaching 50 No-Code Software 37 Journals 13 Conferences 6 Relevant Awesome Lists 5 Selected Papers 2 Python 2 Resources about teaching 1 R 1

Sub Categories

University Course Programs 58 Social Media and Listservs 12 Online Tutorial Materials 10 Relevant Awesome Lists 8 Workshops 6 Tutorials 5 Selected Readings 3 Videos and Lectures 2 Textbooks 2 Online Courses and Material 1

Keywords

awesome-list 10 awesome 8 data-science 7 python 6 machine-learning 5 data-visualization 4 deep-learning 4 network-analysis 3 visualization 3 network-science 2 rstats 2 data-analysis 2 data-mining 2 list 2 r 2 digital-humanities 2 computational-social-science 2 jupyter-notebook 2 datascience 1 deeplearning 1 bayes 1 statistics 1 artificial-intelligence 1 text-mining 1 unsupervised-learning 1 social-network 1 node2vec 1 networkx 1 network-clustering 1 matrix-factorization 1 igraph 1 graph-clustering 1 factorization 1 embedding 1 dimensionality-reduction 1 deepwalk 1 community-detection 1 clustering 1 bigclam 1 web-scraping 1 jupyterlab-extension 1 complex-networks 1 disease-networks 1 graph-theory 1 historical-networks 1 network-visualization 1 political-networks 1 semantic-networks 1 sna 1 social-network-analysis 1