Data Science

2024-08-23

Generate Feature Importance Using Scikit learn, Random Forest

Learn a basic concept to use Random forest applied to your projects and compare the result amongst different methods

2024-06-25

Build a Financial Ratio TTM Function Used in Google Sheets

Take the financial ratio TTM API as an example. Build a Google Sheet function to sync specific financial ratio data and update automatically

2024-05-10

JSON vs YAML, Which Data Serialization Is Better | Easy2Digital

In this Python knowledge hub, I would make a JSON vs YAML, and elaborate what are their pros and cons respectively, and how to better use.

2024-05-05

Use Python CSV Module to Write, Parse, Read, Update CSV files

In this Python CSV module, you can master what CSV read, parse and write methods you can use to open and save CSV files in a readable format

2024-05-05

Google Sheets Data Control with Easy2Digital, Google Sheets APIs

This Chapter walks you through how to leverage Easy2Digital APIs, and Google Sheets APIs, to manipulate data in Google Sheets

2024-04-30

Brand Info Bot - Scrape Brand Footprints Using Easy2Digital APIs

Ingredients to create a brand info bot leveraging Easy2Digital API scrape the specific web URLs at scale, learn more.

2024-04-28

JSON and XML Converters to Convert CSV, SQL into JSON, XML

Learn how to create a script that can convert CSV, SQL, or Google Sheets data into JSON or XML. The modules to be used are the JSON and CSV

2024-04-28

Data Converter: Google Sheets to SQL, SQL to Google Sheets

You can build a data converter converting CSV or Google Sheet data into SQL. Also it also instructs you how to turn SQL data back to them.

2024-03-13

Stock Daily Pricing Visualization Using yFinance, mplfinance

In this article, I would walk you through how to visualize ticker stock daily pricing and volume using yFinance, mplfinance and Pandas

2024-03-12

Stock Portfolio Trend Visualization Using Python, matplotlib

Previously I shared the way to visualise daily pricing in a candle type data format, here I would walk through how to visualise a collection of stock portfolio in a time series data format.

2024-03-12

Pandas Set_Index().T - Convert a Column Value into a Row

This article shares how to convert a column into a row using Set_index().T given by Pandas and Python, learn and get the script.

2024-03-12

Build a Pricing Prediction Model Using Python, Scikit learn, Linear

In this piece, I would walk you through brieflyf how to predict a variant pricing based on having considered multiple variables that might be correlated to the pricing change. By the end of this piece

2024-03-12

Price Prediction: Ticker & NASDAQ Price Correlation Using Python

Determination is likely being affected by one variant to one variable, or one variant to multiple variables. Machine makes decision based on maths. So in this article, I would walk through how to gene

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