Practical Checklists and Best Practice Lists - rmcgranaghan/data_science_tools_and_resources GitHub Wiki

This page provides links and resources for quick reference, including:

1. Checklists (e.g., deep learning computational performance checklist)
2. Cheat Sheets
3. Best Practices
4. Step-by-Step Guides

Checklists

• Deep learning computational performance checklist
• Machine Learning Code Completeness Checklist

Cheat Sheets

• Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data
• Python Pandas Cheat Sheet
• Python Matplotlib Cheat Sheet
• Google Cloud Developer Cheat Sheet

Best Practices

forthcoming (please contribute to emerge the most useful!)

Step-by-Step Guides

• Ten simple rules for writing and sharing computational analyses in Jupyter Notebooks