Man is not needed: 30+ materials on algorithmic trading and the development of financial software

In our blogs on Habrahabr and Hiktaymes we write a lot about the stock market and technologies used on the stock exchanges. Not so long ago, we published a selection of tools to help deal with basic economic concepts and form an idea about the exchanges, and today we present to your attention a list of useful materials on the topic of algorithmic trading and the development of financial software (both from our blog and from third-party sources).

Algorithms and their application in the stock market:

• Financial market technologies - a story about neural networks, machine learning and forecasting;
• Data compression algorithm - on how to use the random walk hypothesis for profit;
• Search for market inefficiencies ( first and second parts of the article);
• Algorithm trading system , working on the basis of data on the tonality of Internet messages;
• Machine learning - date mining, linear regression, patterns and their use in trading systems;
• What awaits an IT specialist on the exchange - what technologies are used in trading, and what you need to be able to get a job in a financial company;
• Algorithmic experiment - is it possible to create an effective strategy based on machine learning;
• Self-made optimizer - the history of their own development;
• Examples of trading strategies .

Development of trading robots:

• Language choice - what to develop
• The basics of the robot trade - how to create, connect and configure. ITinvest tips;
• Creating a trading robot - 11 tools for the developer;
• Pitfalls . What to consider when developing trading software;
• Back testing - we check the performance of the trading robot;
• TradeScript language as one of the tools for developing trading robots ( part 1 and part 2 );
• TradeScript is a guide for learning a scripting language for programming financial software.

Existing solutions:

• Complex for the automation of stock trading - what is StockSharp;
• API robots and brokerage systems;
• Exchange software - what other tools are there
• Robots StockSharp - ready software for automation;
• CoFiTe robots - ready-made solutions for trade automation;
• Complex RobotLab - software for creating trading robots.

Exchange and technology:

• Overview : what trading robots are in nature
• Robots and people on the stock exchange : financial analysts push technology out;
• Can you trust the robots - what are the benefits of trading robot;
• How a stockbroker can make a mistake or a loss history of several million dollars;
• The case on the Moscow Stock Exchange - like a robot went crazy;
• Human stories - from a sysadmin to the creator of a trading robot;
• How high-frequency trading developed (the first and second parts of the story);
• Where to get a trading robot - with what to integrate and how to work;
• 7 myths about trading robots from Slon magazine.