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