Thoughts of a data-driven strategist with a product management, hedge fund, AI and machine learning background.
- Draft: Create mobile AI apps with… Python
- Anscombe’s quartet and statistical noob traps
- ‘AI’ note taking with Obsidian and LM Studio.
- How to Set Up and Use Llama 3 on Your MacBook
- AI to hack SEO and generate thousands of articles and millions of revenue.
- Using LLMs Locally with LM Studio.
- Setting Up Your Data Science Environment on Apple Mac Silicon: A Step-by-Step Guide with MLX Installation.
- Understand matrix decomposition to understand LoRA and QLoRA
- What is a standard error?
- Draft: Setting up git and github for unity projects
- Playing Games with Reinforcement Learning
- Fear and Greed Index data in python (archived)
- Days of Christmath
- Fashion MNIST and why it’s better than MNIST for modern Computer Vision
- Practical SQL for everybody
- Unsupervised machine learning to cluster user data
- Track earnings dates with Yahoo Finance and Google Calendar API
- Automating your Python scripts in the cloud ☁
- Practical Slack bots for Product Managers
- Robust Principal Component Analysis for everyone
- Using personas and journey maps to create value
- Decomposing ARKK portfolio returns into factors
- Systems thinking for Product Managers part 2
- Systems thinking for Product Managers part 1
- Accounting ratios for apes
- Tips for improving webpage accessibility
- NLP for analysts, marketers and product managers
- Web analytics set-up for everybody
- Marketing in briefs
- Creating your data science environment
- Economics like an economist
