Nutshells
Tags: #list|2 #engineering|2 #cheatsheet|5 #linux|3 #analytics|2 #methods|1 #git|8 #snippet|12 #resource|4 #checklist|2 #python|12 #statistics|1 #machine-learning|1 #learn|1 #web|1
list
- Bookshelf – Subjective ratings of things I read
- Inclusive Programming Language – Terms to use in Code and Documentation
engineering
- Code Review Checklist – Short Summary of Best Practices
- Inclusive Programming Language – Terms to use in Code and Documentation
cheatsheet
- Code Review Checklist – Short Summary of Best Practices
- Jupyter(Lab) Cheatsheet – Cheatsheet for keybindings & magics
- Dims and Params in ANNs – Cheatsheet on how to calculate dimensions and parameter counts for layers in ANNs
- Python Debugger Cheatsheet – Useful commands for pdb
- VS Code Cheatsheet – Cheatsheet for some keybindings I like
linux
- Configure Bone Layout on Linux – How to work with the Keyboard Layout Bone on Linux
- Automatic Updates on Ubuntu – Configure unattended install in the Background
- Linux System Check – Analysis of CPU, processes, network and system performance
analytics
- Elicitation Questions – Thoughts on data science projects
- Public Datasets – Data collections and APIs for usage in projects
methods
- Elicitation Questions – Thoughts on data science projects
git
- Combine multiple Commits into a single one – Git Snippet
- Display Commits in compact List – Git Snippet
- Housekeeping Git Branches – Git Snippet
- Introductory Resources for Git – Concept, Tutorials and Docs
- Best Practice for Feature Branches – How to get your Feature into Main seamlessly
- Recommit changes on latest main – Git Snippet
- Rename local and remote branch in Git – Git Snippet
- Useful git command aliases – Git Snippet
snippet
- Combine multiple Commits into a single one – Git Snippet
- Display Commits in compact List – Git Snippet
- Housekeeping Git Branches – Git Snippet
- Recommit changes on latest main – Git Snippet
- Rename local and remote branch in Git – Git Snippet
- Useful git command aliases – Git Snippet
- Define Defaults for Dictionaries – Python Snippet
- Execute external Commands – Python Snippet
- Generators as List Comprehension – Python Snippet
- Get Memory Size of an Object – Python Snippet
- Profile Runtime Speed of Code – Python Snippet
- Sort List of Dictionaries – Python Snippet
resource
- Introductory Resources for Git – Concept, Tutorials and Docs
- Public Datasets – Data collections and APIs for usage in projects
- Python Code Analysis Tools – Helpers to improve code quality and architecture
- Useful Python Modules – Somewhat less known, but not less interesting
checklist
- Best Practice for Feature Branches – How to get your Feature into Main seamlessly
- Web Security Checklist – How to detect and mitigate basic vulnerabilities
python
- Jupyter(Lab) Cheatsheet – Cheatsheet for keybindings & magics
- Python Code Analysis Tools – Helpers to improve code quality and architecture
- Python Debugger Cheatsheet – Useful commands for pdb
- Define Defaults for Dictionaries – Python Snippet
- Execute external Commands – Python Snippet
- Generators as List Comprehension – Python Snippet
- Get Memory Size of an Object – Python Snippet
- Profile Runtime Speed of Code – Python Snippet
- Sort List of Dictionaries – Python Snippet
- Python Tutorials & References – Great explanations of Python concepts
- Useful Python Modules – Somewhat less known, but not less interesting
- Tips for Jupyter – Collection of tips for working with ipython notebooks
statistics
- Newcomb-Beford Law – Test for finding Irregularities in Data
machine-learning
- Dims and Params in ANNs – Cheatsheet on how to calculate dimensions and parameter counts for layers in ANNs
learn
- Python Tutorials & References – Great explanations of Python concepts
web
- Web Security Checklist – How to detect and mitigate basic vulnerabilities