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The Handbook of Coding in Finance
Data Analytics | Machine Learning | Crytocurrency
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Predict Stock Prices with Linear Regression in Python
Predict Stock Prices with Linear Regression in Python
A step-by-step guide to estimate stock price with linear regression in Python
Bee Guan Teo
Aug 15, 2023
Fundamental Analysis of Stock using Python — Operating Expenses
Fundamental Analysis of Stock using Python — Operating Expenses
A step by step approach to analyze operating expenses of a company in Python
Bee Guan Teo
Aug 10, 2023
Fundamental Analysis of Stock using Python — Gross Profit Margin
Fundamental Analysis of Stock using Python — Gross Profit Margin
A step by step approach to analyze gross profit margin of stock in Python
Bee Guan Teo
Jul 16, 2023
Predict Stock Movement Using Logistic Regression in Python
Predict Stock Movement Using Logistic Regression in Python
A step-by-step tutorial to show how to build a Logistic Regression model to predict stock movement in Python.
Bee Guan Teo
Mar 25, 2023
Calculation of Weighted Average Cost of Capital (WACC)- Make Easy with Python API
Calculation of Weighted Average Cost of Capital (WACC)- Make Easy with Python API
A step-by-step guide to show how to compute WACC in Python
Bee Guan Teo
Feb 23, 2023
Practical Guide to Building a Useful Stock Valuation Calculator in Python
Practical Guide to Building a Useful Stock Valuation Calculator in Python
A step-by-step guide to build a stock valuation calculator based on Benjamin Graham’s formula using Python Streamlit.
Bee Guan Teo
Feb 18, 2023
How to Estimate Stock Returns with Quick and Easy Average Method in Python
How to Estimate Stock Returns with Quick and Easy Average Method in Python
A practical guide to calculate expected stock returns in Python.
Bee Guan Teo
Feb 13, 2023
A Quick Guide to Calculating Stock Returns with Python
A Quick Guide to Calculating Stock Returns with Python
A step by step tutorial to calculate stock return in Python
Bee Guan Teo
Feb 11, 2023
How to Get Cryptocurrency Prices in Excel — Codeless Approach
How to Get Cryptocurrency Prices in Excel — Codeless Approach
On June 5th 2019, Microsoft released a new feature to Office 365 that allows Excel users to pull real-time stock prices into their…
Bee Guan Teo
May 6, 2022
Building a Simple Trading Strategy in Python — Trend Following
Building a Simple Trading Strategy in Python — Trend Following
A step by step tutorial to develop a trend following strategy in Python
Bee Guan Teo
Mar 25, 2022
How to Build a Real-time Stock Alert Messaging System in Python
How to Build a Real-time Stock Alert Messaging System in Python
A step-by-step guide to get real time stock price data and send a stock alert via Telegram message in Python.
Bee Guan Teo
Feb 13, 2022
How to use Python to Generate Stock Report from Excel
How to use Python to Generate Stock Report from Excel
A step-by-step guide to use Python xlwings library to create PDF copy of financial report from Excel
Bee Guan Teo
Feb 7, 2022
How to use Python to Create Financial Chart in Excel
How to use Python to Create Financial Chart in Excel
Creating financial chart using Matplotlib and Plotly in Excel with xlwings — A Practical Guide
Bee Guan Teo
Feb 5, 2022
Stock Prices Prediction Using Long Short-Term Memory (LSTM) Model in Python
Stock Prices Prediction Using Long Short-Term Memory (LSTM) Model in Python
A step by step tutorial to demonstrate how to predict stock prices using a recurrent neural network in Python.
Bee Guan Teo
Oct 25, 2021
Sentiment Analysis of Stock Market in Python (Part 2)- Estimating Sentiment Scores with NLTK
Sentiment Analysis of Stock Market in Python (Part 2)- Estimating Sentiment Scores with NLTK
This is the second part of two series article for sentiment analysis of stock market
Bee Guan Teo
Oct 7, 2021
Sentiment Analysis of Stock Market in Python (Part 1)- Web Scraping Financial News
Sentiment Analysis of Stock Market in Python (Part 1)- Web Scraping Financial News
This is the first part of two series article for sentiment analysis of stock market
Bee Guan Teo
Oct 4, 2021
Building Financial Data Storage with PostgreSQL in Python
Building Financial Data Storage with PostgreSQL in Python
A step by step practical guide to store financial data in a relational database using Python.
Bee Guan Teo
Sep 27, 2021
Simulating Random Walk of Stock Prices with Monte Carlo Simulation in Python
Simulating Random Walk of Stock Prices with Monte Carlo Simulation in Python
A simple yet very useful idea to simulate future stock prices to help your investment decision making.
Bee Guan Teo
Sep 18, 2021
Python Tips & Tricks You Should Know For Working With Financial Time Series Data
Python Tips & Tricks You Should Know For Working With Financial Time Series Data
A beginner guide to process financial time series data in Pythonic way.
Bee Guan Teo
Sep 13, 2021
Mplfinance- A Pythonic Financial Plotting Tool You Should Not Miss
Mplfinance- A Pythonic Financial Plotting Tool You Should Not Miss
Learning to using a powerful Python based financial plotting library to create stunning visualization for your financial data.
Bee Guan Teo
Sep 9, 2021
Three Best Python Packages for Acquiring Financial Data (Free of Charge)
Three Best Python Packages for Acquiring Financial Data (Free of Charge)
Introducing three public freely available financial data sources which are best for most quantitative financial project development.
Bee Guan Teo
Sep 7, 2021
Estimating Stock Returns with Fama-French Three-Factor Model in Python
Estimating Stock Returns with Fama-French Three-Factor Model in Python
A practical solution to implement Fama-French Three-Factor Model in Python.
Bee Guan Teo
Sep 2, 2021
How to Calculate Expected Returns of Stocks using CAPM in Python
How to Calculate Expected Returns of Stocks using CAPM in Python
A concise and practical guide to understand CAPM and calculate the beta of stock with Python.
Bee Guan Teo
Sep 1, 2021
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