AI-aided content analysis of sustainability communication
index page..
module01-understanding-sustainability-communication-content-10pct
module02-introduction-to-low-code-python-programming-20pct
- aicasc: ai-aided and low-code programming
- aicasc: google colab notebook user interface
- aicasc: trying out some low-code python
- aicasc: python and computational data analysis
- aicasc: low-code data analysis, tables
- aicasc: low-code data analysis, graphs
module03-analyzing-text-content-natural-language-processing-30pct
- aicasc: natural language processing (NLP) in social science
- aicasc: reading text into dataframes
- aicasc: descriptive text analysis
- aicasc: part-of-speech and named entity recognition
- aicasc: inferential text analysis, tokenization
- aicasc: inferential text analysis, POS and NER
- aicasc: interpreting the results of NLP analysis
- aicasc: summarizing results of text analysis
- aicasc: visualizing results of text analysis
module04-analyzing-image-content-computer-vision-30pct
- aicasc: computer vision (CV) in social science
- aicasc: reading images into dataframes
- aicasc: descriptive image analysis
- aicasc: image classification and object detection
- aicasc: inferential image analysis, classification
- aicasc: inferential image analysis, object detection
- aicasc: interpreting the results of CV analysis
- aicasc: summarizing results of image analysis
- aicasc: summarizing results of image analysis
module05-ethical-aspects-of-ai-aided-content-analysis-10pct
- aicasc: key takeaways and ethical perspectives
- aicasc: analysis documentation and open science
- aicasc: communicating ai-aided content analysis
overview of mooc course (ca 10 lessons x 3 hours work)
check list for setting up screen recordings
video lecture
- open google chrome, access google isk account
- go to microsoft teams, stream web app
- start screen recording of google slides browser tab
- start google slides in presenter view
- read presentation script, stop screen recording
- continue screen recording until done, finalize video
computer lab
- open google chrome, access google isk account
- go to microsoft teams, stream web app
- start screen recording of google colab browser tab
- execute jupyter notebook cells and explain, stop screen recording
- continue screen recording until done, finalize video
prepare quiz
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