A collection of helpful tips, code snippets, and intuition for machine learning.

Demos/Fun

• [ ] Deep AI
• Δ Algorithmia
• 👤 This Person Does Not Exist
• 🗣 Talk to Transformer

Data

• 🤔 Intuition
• ✂️ Splitting
• ✋ k Fold Cross Validation
• 🧼 Cleaning
• 🥜 Feature Selection
• 🧮 Imputation
• 📊 Feature Engineering
• 👀 Visualization

Systems

• ✅ System Checklist
• 🤔 Intuition