Decoding Alpha: Where Data Science Meets Wall Street.
Cryptocurrencies have taken the world of finance by storm, and Bitcoin is undoubtedly ruling the roost. Created by the pseudonymous developer Satoshi Nakamoto in 2009, Bitcoin has gained millions of followers, touching a record value of $66,999.00 at Coinbase on …
Algorithmic trading uses computer programs and automated instructions for trade execution. Also known as algo trading or black-box trading, it has captured over 50% of the trading volume in US markets today. Here’s a fascinating account of how algorithmic trading …
Learn how to insert free minutely crypto price data into PostgreSQL using SQLAlchemy, Python, and Pandas. You download the code at the Analyzing Alpha GitHub Repo. Steps to Insert the Crypto Price Data Below is the Python code demonstrated in …
Learn how to query price data from a PostgreSQL database using SQLAlchemy, Python, and Pandas. You can download the code at the Analyzing Alpha GitHub Repo. Steps to Query Price Data Using SQLAlchemy, Python & Pandas Below is the Python code …
Learn how to connect to a PostgreSQL database using Python and SQLAlchemy. SQLAlchemy allows us to abstract away much of the implementation so we can work with Python to manage our database objects. You can download the code at the Analyzing …
Getting accurate cryptocurrency price data is critical when backtesting discretionary and algorithmic crypto trading strategies. This post covers what I’ve found to be the best free and paid crypto data sources. I also demonstrate how to use Python & Pandas …
Learn how to backtest a high-frequency price shear mean reversion algorithmic trading system on multiple assets with multiple timeframes using Python and Pandas. In this video, we’ll download minutely data from Kaggle, resample the data into 5 minute and daily …
A stock market crash is a sudden drop in stock prices affecting a significant cross-section of stock sectors and a significant portion of society. Crashes are triggered by panic selling and weakening underlying economic conditions. Here is a chronicle of …
Peter Naur first termed Data Science in the year 1974. But, the journey had begun in ancient times. Here’s a chronicle about the history of data science, tracing its path from the formative collection methods to the most advanced forms …
The bond market, also known as the debt market or the fixed-income market, refers to the marketplace for issuing and trading credit securities. The bond market has a history as rich as the stock markets and has come a long …