Fooled by Randomness
Nassim Nicholas TalebLuck masquerading as skill, survivorship bias, fat tails — the statistical-honesty mindset in narrative form. Makes A1/A2 click emotionally, not just intellectually.
read throughpairs · A1pairs · A2
Reading room · the canon, staged
Library
The app is the spine — right order, retention, practice. These books are the depth layer: the same ideas in a second voice, ~20–30 minutes a day alongside. Every lesson also cites its academic sources at the bottom; this page is the read-along plan.
Stage 1 · Mindset
Read now — alongside the foundations (Months 1–2)No math needed. Readable in bed. These build the statistical-honesty mindset the whole curriculum stands on.
A Random Walk Down Wall Street
Burton MalkielWhy passive indexing is the baseline every strategy must beat. Inoculates you against 90% of financial marketing.
read throughpairs · B1
The Psychology of Money
Morgan HouselShort, plain-language behavior-and-compounding wisdom. The long-term-portfolio companion.
read throughpairs · B1
Stage 2 · Practitioner core
Months 2–5, as Tracks D4–D6 openThe working library of an independent systematic trader. Read actively, with the app’s exercises.
★ If you read only one book
Systematic Trading
Robert CarverEx-AHL fund manager on building rule-based strategies with realistic expectations, position sizing, and costs. If you read only one book, read this one.
read throughpairs · D5pairs · D6
Quantitative Trading
Ernest ChanShort, honest, retail-focused: what independent quant trading actually involves — backtesting pitfalls, infrastructure, expectations.
read throughpairs · D4pairs · D5
Evidence-Based Technical Analysis
David AronsonThe scientific method applied to trading rules, with brutal treatment of data snooping. The rigorous answer to chart-pattern trading.
read throughpairs · D4pairs · A2
Stage 3 · References
Consult per-chapter when lessons cite them — don’t read cover-to-coverBuy each only when its track opens. Reference books bought early become shelf guilt.
Options, Futures, and Other Derivatives
John C. HullThe derivatives reference. Read chapters when B4 and the options lessons cite them.
consult per-chapterpairs · B4
Analysis of Financial Time Series
Ruey S. TsayThe D1 time-series companion. Mathematical; consult alongside stationarity/ARMA/GARCH lessons.
consult per-chapterpairs · D1
Advances in Financial Machine Learning
Marcos López de PradoThe modern backbone of backtest methodology and ML-in-finance (deflated Sharpe, purged CV, meta-labeling). Hard — attempt after D4.
consult per-chapterpairs · D4pairs · D8
Smart Portfolios
Robert CarverWhen you set up the long-term portfolio for real: allocation, rebalancing, costs — same honest style as Systematic Trading.
consult per-chapterpairs · D3
How to use this list
- 01 The app stays primary — lessons get reviewed and retained; books are depth, not homework.
- 02 Stage 1 in any order, starting today. Stage 3 only when its track opens.
- 03 When a book and a lesson disagree, bring it to the terminal — collisions are the best learning moments.