executive-education

Every ecommerce number, explained on one store - the 6-session leader track covers the GMV equation, the metric dictionary (visitor vs session, the two conversion rates), reading the funnel, the weekly business review, honest benchmarks by industry. by Phoebe Fu

Evals tell you whether it works; this tells you what actually happened. Tuesday 09:14, an analytics bot starts sending executives stale numbers - no error, no alert, green dashboard - because two thirds of the run sits inside no span at all. by Phoebe Fu

Singapore's PDPA and its Do Not Call rules made operational - the ten obligations, consent, the DNC registers, breach response, and a live compliance checker. Running case: Marina Retail. Educational, not legal advice. by Phoebe Fu

Two-track applied-AI course: how finance practitioners embrace AI. Leader (no-code) + builder (hands-on) tracks, with a live month-end close copilot simulator. by Phoebe Fu

Two tracks on experimentation, A/B testing, and causal inference - power, randomization, sequential testing, CUPED, geo and synthetic control, diff-in-diff, and propensity - on the Lumen running case, with live in-browser simulators. by Phoebe Fu

PDPA-first governance - an 8-session DPO track and a 4-session exec track, built on the Himalaya case. by Phoebe Fu

Who gets the sale - attribution modeling from first and last-touch through Markov, Shapley, and ML to marketing mix models and causal geo-lift, on one running DTC brand. by Phoebe Fu

Every metric is an opinion about which mistakes matter. Both families in one arc: the classic canon (precision, recall, F1, ROC, calibration, cost matrices) and the LLM-era system (groundedness, hallucination, LLM-as-judge, latency and cost). by Phoebe Fu

GitHub for non-coders - what repos, issues, and pull requests are, and why your team lives there. by Phoebe Fu

Ask your data in plain English. Two tracks: leaders judge vendors, benchmarks and adoption; builders climb DaybreakGPT from an 8% baseline to 100% one context lever at a time. The model is not the product - context is. by Phoebe Fu

Grow people, and part well when you must - performance management end to end, two tracks, with a live PIP Lab. by Phoebe Fu

Build the ingestion-to-serving pipeline that feeds Daybreak's warehouse on real in-browser DuckDB - source systems, formats, transforms, streaming, and storage - or take the leader track on the DE lifecycle and stack choices. by Phoebe Fu

Predicting what a number does next, end to end - the 6-session leader track covers the shape of a series, the method ladder in plain English, the team + R&R pipeline, how a forecast is measured. by Phoebe Fu

The open protocol wiring AI to everything. Two tracks: leaders judge, buy and govern MCP without code; builders build, connect, secure and publish a real Python server for Daybreak. Every builder page steps through live JSON-RPC wire traffic. by Phoebe Fu

Testing the AI systems you own, honestly, and what you may claim afterwards. A bug bounty ran 183 people over 3,000 hours and found no universal jailbreak; a later exercise with 339 people found one - red teaming establishes presence, never absence. by Phoebe Fu

How the 'recommended for you' engine works end to end - the 6-session leader track covers the families in plain English, e-commerce vs fintech logic, the team + R&R pipeline, measurement and ethics; the 10-session builder track ships real Python from basket analysis to item-item and user-user CF. by Phoebe Fu

Eight frameworks for sharper decisions, run on one B2B2C case, Himalaya, all the way through. by Phoebe Fu

Intro to Machine Learning - two-track (leader + builder) course on the Lumen brand, by Phoebe Fu. Part of Learn with Phoebe.

For leaders: what AI can and cannot do, how it fails, and how to decide - interactive, no code. by Phoebe Fu

The plain-English on-ramp to the governance shelf - what personal data is, why governance matters (trust, risk, law), and the PDPA / GDPR / EU AI Act at a glance, with a live 'which regime touches me?' chooser. Feeds the four deeper gov courses. by Phoebe Fu