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Bee Guan Teo
Bee Guan Teo

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Published in

Towards Data Science

·Pinned

Building A Real-time Dashboard Using Python Plotly Library And Web Service

Note from the editors: Towards Data Science is a Medium publication primarily based on the study of data science and machine learning. We are not health professionals or epidemiologists, and the opinions of this article should not be interpreted as professional advice. …

Python

10 min read

Building A Real-time Dashboard Using Python Plotly Library And Web Service
Building A Real-time Dashboard Using Python Plotly Library And Web Service
Python

10 min read


Published in

The Handbook of Coding in Finance

·Mar 25

Predict Stock Movement Using Logistic Regression in Python

In this article, we are going to build a logistic regression model to predict stock movement based only on the historical daily changes of price and volumes. The model will be built in Python. Disclaimer: The writing of this article is only aimed at demonstrating the steps to build a…

Finance

5 min read

Predict Stock Movement Using Logistic Regression in Python
Predict Stock Movement Using Logistic Regression in Python
Finance

5 min read


Published in

The Handbook of Coding in Finance

·Feb 23

Calculation of Weighted Average Cost of Capital (WACC)- Make Easy with Python API

Weighted Average Cost of Capital (WACC) is a financial metric that represents the average cost a company incurs to finance its operations through both debt and equity. …

Finance

7 min read

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
Finance

7 min read


Published in

The Handbook of Coding in Finance

·Feb 18

Practical Guide to Building a Useful Stock Valuation Calculator in Python

Stock valuation is the process of determining the intrinsic value of a company’s stock. It involves using various methods and techniques to estimate the current or future worth of a company’s shares based on its financial performance, industry trends, and other relevant factors. …

Finance

7 min read

Practical Guide to Building a Useful Stock Valuation Calculator in Python
Practical Guide to Building a Useful Stock Valuation Calculator in Python
Finance

7 min read


Published in

The Handbook of Coding in Finance

·Feb 13

How to Estimate Stock Returns with Quick and Easy Average Method in Python

The expected return of a stock is an estimate of the future rate of return on an investment in a stock. It is calculated as the average return that an investor can expect over a specified time period. The expected return of a stock is a key factor that investors…

Finance

4 min read

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
Finance

4 min read


Published in

The Handbook of Coding in Finance

·Feb 11

A Quick Guide to Calculating Stock Returns with Python

Stock return is a measure of the profit or loss that an investor realizes from an investment in a stock. It represents the change in an investment’s value over a specific period of time, usually expressed as a percentage of the initial investment. …

Finance

5 min read

A Quick Guide to Calculating Stock Returns with Python
A Quick Guide to Calculating Stock Returns with Python
Finance

5 min read


Published in

DS Notes

·Jan 23

Building GPT-Powered Tagline Generation App using Streamlit in Python

Streamlit is a powerful and easy-to-use framework for building machine learning and data science apps. One of the possible applications of Streamlit is to create a tagline generation app powered by GPT (Generative Pre-trained Transformer) model developed by OpenAI. This app allows users to input a keyword or phrase and…

Python

6 min read

Building GPT-Powered Tagline Generation App using Streamlit in Python
Building GPT-Powered Tagline Generation App using Streamlit in Python
Python

6 min read


Published in

DS Notes

·Jan 4

Polynomial Regression with Scikit-Learn — A Quickstart Guide

Polynomial regression is a form of regression analysis in which the relationship between the independent variable x and the dependent variable y is modelled as an nth degree polynomial in x. [Source: Wikipedia]. In this article, we are going to use Python Scikit-learn to build a polynomial regression model and…

Python

5 min read

Polynomial Regression with Scikit-Learn — A Quickstart Guide
Polynomial Regression with Scikit-Learn — A Quickstart Guide
Python

5 min read


Published in

DS Notes

·Dec 31, 2022

Multiple Linear Regression with Scikit-Learn — A Quickstart Guide

Multiple linear regression is an extension of simple linear regression. It is a model for predicting the value of one dependent variable based on two or more independent variables. In this article, we are going to use Python scikit-learn library to build a multiple linear regression model to estimate insurance…

Python

5 min read

Multiple Linear Regression with Scikit-Learn — A Quickstart Guide
Multiple Linear Regression with Scikit-Learn — A Quickstart Guide
Python

5 min read


Published in

DS Notes

·Dec 26, 2022

Simple Linear Regression with NumPy — A Quickstart Guide

Simple Linear Regression is an algorithm used to estimate the relationship between two quantitative variables. We use simple linear regression when we want to study: the relationship is between two quantitative variables (e.g. weight vs height, years of experience vs salary, etc) the value of dependent variable, y, at a…

Python

4 min read

Simple Linear Regression with NumPy — A Quickstart Guide
Simple Linear Regression with NumPy — A Quickstart Guide
Python

4 min read

Bee Guan Teo

Bee Guan Teo

1.4K Followers

Like problem solving with Python | teobguan2013@gmail.com | Buy me a coffee at https://ko-fi.com/teobeeguan

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