A list of tools, data and papers solving finance problems with machine learning. Unlike general finance lists it focuses on the AI intersection.
Finance, Markets & Crypto
Market data, valuation and crypto tools. These are technology and data sources, not investment advice. Free tiers usually serve delayed data — check the source and timestamp of any price that looks real-time.
46 links
A list of developer resources for Algorand, a proof-of-stake blockchain. Unlike Ethereum lists, it focuses on a pure proof-of-stake chain and its smart-contract tooling.
A list of engineering resources for payments, invoicing, pricing and accounting. Unlike a single payment provider’s docs it is vendor-neutral and covers the field’s traps — rounding, tax, currencies.
A list of services and tools for Bitcoin software development. Unlike general crypto lists, it focuses only on Bitcoin: libraries, node software, wallets, APIs.
A list of processors and tools to start accepting Bitcoin payments. Unlike general payment lists, it focuses on Bitcoin only and sets self-hosted solutions beside custodial processors.
A list of cryptocurrency tools and algorithms — wallets, node software, libraries. Unlike price sites it collects the underlying technology, not the product.
A resource list for Cosmos, a modular framework for building app-specific blockchains. Unlike writing smart contracts on Ethereum, you build your own application-specific chain with the Cosmos SDK.
A list of methods for classifying credit applicants and modelling risk. Unlike general machine-learning lists, it gathers papers, datasets and methods specific to credit risk.
A list of developer resources for Ethereum, the smart-contract platform. Unlike general crypto lists, it focuses on smart-contract development — Solidity, development frameworks, testnets.
A resource list for double-entry accounting on the command line (Ledger). Unlike accounting apps, the ledger is a plain-text file you can version with git; the list covers Ledger, hledger and Beancount.
A collection of libraries, strategies and data sources for stock trading. Not investment advice; a list of the tooling in one place.
Official portal of the Banking Regulation and Supervision Agency of Türkiye providing daily and monthly banking sector balance sheets, loan volumes, NPL ratios, and regulatory texts; offers primary time-series data unlike summary news.
A developer guide and reference for building on Bitcoin: transactions, RPC and the P2P network. Unlike the white paper it is practical documentation.
A Q&A site for Bitcoin users and developers. Unlike forums, answers are voted and edited, so the good one rises to the top.
The nine-page paper that introduced Bitcoin. Unlike secondary explanations it is the source: short, readable, and the text every later claim should be checked against.
The community wiki on how Bitcoin works: protocol, script, history. Unlike news sites it is a maintained reference, not dated articles.
Official exchange portal for Borsa İstanbul covering equities, derivatives (VİOP), debt securities, and precious metals; publishes canonical index rules and historical market bulletins unlike third-party charting apps.
Widely used crypto prices and rankings by market cap. Unlike CoinGecko it has been owned by Binance since 2020 — worth remembering that an exchange owns this data source.
Ethereum’s canonical block explorer, with transaction tracing, contract verification and an API. Unlike Dune it is built for inspecting a single transaction, address or contract in detail.
Official Turkish public education portal coordinated by the Capital Markets Board (SPK) offering free courses on budgeting, capital markets, and investment risks; provides neutral public instruction unlike commercial trading courses.
Multi-asset real-time quotes together with an economic calendar in broad coverage. Compared with Yahoo Finance its economic calendar and coverage of Turkish markets, with a Turkish edition, are stronger.
An encyclopedia explaining finance and investing terms dictionary-style, with worked examples. Unlike market-data sites it teaches concepts, not numbers — the place to look when you first meet a term.
The platform where Borsa Istanbul companies publish their legal disclosures: financial statements, material-event notices, general meetings and capital increases. Unlike data sites such as Yahoo Finance it shows the filing in its first, binding form; the Turkish counterpart of the SEC’s EDGAR.
Explains Bitcoin’s technical workings — transaction structure, script, mining — through worked examples. Against the whitepaper it is concrete: real transactions pulled apart byte by byte.
Free long-term charts of stocks and economic data going back decades. Unlike short-term trading charts it shows the long run — for seeing an indicator in historical context.
Central Securities Depository of Türkiye and operator of the Public Disclosure Platform (KAP); provides official investor demographic statistics, portfolio custody data, and the e-Yatırımcı freeze service.
Valuation professor Aswath Damodaran’s writing, plus his free datasets — industry margins, cost of capital — updated each January. Unlike brokerage reports it shows its method openly.
A service aggregating financial and economic data from many sources under one API (formerly Quandl). Instead of pulling scattered sources one by one, you get them through a common interface.
Audited smart-contract libraries and security tooling for Solidity. Unlike writing token or access-control contracts yourself, they are building blocks tested in wide use.
Runs portfolio backtesting, Monte Carlo simulation and factor analysis in the browser. Unlike building them by hand in a spreadsheet, the analyses come ready with the data; some features are paid.
Official portal of the Capital Markets Board of Türkiye publishing weekly regulatory bulletins, IPO approvals, legislation, and investor alerts; serves as the authoritative regulatory source rather than market commentary.
Official licensing and examination body for capital markets professionals in Türkiye; publishes free, comprehensive Turkish study guides (Level 1-3, Derivatives, Corporate Governance) that double as open finance textbooks.
Fast, clean stock data and financials with a generous free tier. Compared with Yahoo Finance it has fewer ads, and financial statements are laid out cleanly with longer history.
Takasbank’s investment-fund platform; its public pages compare prices, period returns and asset allocation across funds. Unlike a single bank’s fund list it puts the platform’s funds side by side in one table regardless of who runs them.
Quotes, financials and portfolio tracking, with free historical price downloads. Unlike paid terminals its free coverage is broad; the trade-off is that the data is mostly delayed.