Where I list things that I want/intend to read, watch, research or otherwise consume
Research Subjects
PKM
Technologies
- Basic Python Modelling Pipelines
- Database, Data Warehouse, Data Lake & Data Lakehoues
- DataFrame Cheat Sheets
- HuggingFace SmolAgents
- Minds DB
- Positron IDE
- SIMD Intrinsics
- Time series forecasting with LLM’s vs traditional methods
- DuckDB
- Fabric - LLM Prompt Library
- Nix OS- [ ] Synthetic Sales Data
- Polars
- Using Ollama + continue.dev open source tools for free AI code-completion
Specific Content
Books
- Nearbound and the Rise of the Who Economy - Jared Fuller
- Paradox of Choice - Barry Schwartz
- The Inmates Are Running the Asylum
- Tiago Forte - Building a Second Brain
Youtube Videos
Notes / Articles to Make
Basically, things I want to post here in my public notes
General Interest
- DataFrame cheat sheets
- Agile Software Development, a Rock Climbing Analogy
ML Modelling How-To’s
- LightGBM
- EBM
- GAM
- Neural Nets
- NEAT
- XGBoost
Pricing & Revenue Management
Basic Principles
- Price Elasticity of Demand
- Price Realisation
- Product Mix
AI Modelling
- Feature Importance (how well can different attributes of data can predict others)
- Customer Segmentation
- Elasticity & Demand modelling
- Win Rates in Bid/Quote Competitive Environment
- Modelling Return on Promotional Spend & Impact Simulation
- RNN for Time Series Modelling
- Cross Portfolio Cannibalization
- Market Pressure Elasticity Impact