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9 min readCarry Trading: A step by step Guide to Profitable Strategies and Risk Management using Python
We explore what is carry trading and how to apply it in Python. Why today's economic landscape it is a profitable strategy and what risks are associated with it.
9/10/2023Read More
Webscraping
1 min readWhat you need to know before doing Webscraping in Python
Learn tips for successful web scraping in Python: check website's rules, request rate, dynamic content, and data format. Scrape responsibly!
4/12/2023Read More
Webscraping
1 min readHow to do web scraping with Python
Learn how to extract data from websites using Python with web scraping. Use the requests and beautifulsoup libraries to get started and save the extracted data. Learn more about Scrapy, Selenium, lxml, Pandas and mechanicalsoup
4/10/2023Read More
Finance
2 min readHow to do Financial Analysis with Pandas using Python
Learn how to use yfinance, a Python library to fetch financial market data such as stock prices, dividends, financial statements, options, and sustainability data for a company or index. With yfinance, you can easily retrieve and analyze financial data for informed decision-making.
4/6/2023Read More
Fourier
1 min readHow to do a Fourier Decomposition in Python
Learn how to do a Fourier decomposition in Python in order to break down a complex signal into simpler trigonometric functions for easier analysis and prediction.
4/2/2023Read More
Brownian Motion
1 min readHow to do a geometric Brownian motion in Python
Learn how to predict stock price using Geometric Brownian Motion (GBM) process by updating the stock price over multiple time steps using randomly generated normal variables and the mean return and standard deviation of the stock's returns
3/30/2023Read More
Monte Carlo
1 min readHow to do a Monte Carlo simulation for price prediction in Python
Python script for Monte Carlo simulation of stock price prediction using the geometric Brownian motion model to determine the mean, upper, and lower bounds of the simulated prices.
3/29/2023Read More
Black-Scholes
1 min readHow to compute the Black Scholes model in Python
Compute Black-Scholes option pricing model in Python using numpy and scipy.stats.norm, formula calculates price of European call or put option based on inputs of underlying asset price, strike price, time to expiration, risk-free rate, volatility, and option type
3/28/2023Read More
Order Flow
5 min readHow to compute the order flow in Python
Python function calculates order flow by subtracting sell volume from buy volume. Call order_flow(buy_volume, sell_volume) with volume of buy and sell orders.
3/27/2023Read More
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