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A Comprehensive Guide to Plotting and Interpreting Histogram with Python Seaborn
python
seaborn
histogram
density plot
kde
distribution
statistics
data visualization
data science
machine learning
Working with numerical data helps us understand the distribution of values in a numerical…
Adejumo Ridwan Suleiman

CI/CD with Python Shiny and GitHub Actions
github actions
pytest
unit testing
automation
CI/CD
python
python shiny
python testing frameworks
programming
When working on a project with many collaborators, running tests…
Adejumo Ridwan Suleiman

End-to-end Testing with Playwright and Python Shiny
E2E
end-to-end testing
python
python shiny
python testing frameworks
programming
playwright
When an application’s code base grows large, it becomes…
Adejumo Ridwan Suleiman

Forecasting Time Series Data With Facebook Prophet in R
r
statistics
machine learning
data science
data visualization
time series
forecasting
Have you ever wondered how future prices of currencies, cryptocurrencies, or any other measures are predicted and accurately obtained? Well, this is forecasting at large…
Adejumo Ridwan Suleiman

How to Create and Read a Forest Plot in R
data visualization
R
data analysis
data storytelling
plot
As a researcher trying to compare the results of a particular intervention or treatment from different studies, a forest plot makes it easy to view results from multiple…
Adejumo Ridwan Suleiman

How to Conduct Unit Tests in Python Shiny with Pytest
python unit testing
pytest
python shiny
python testing frameworks
programming
You are building a shiny application that processes and visualizes financial data, and a calculation function within the app for calculating financial ratios is incorrect;…
Adejumo Ridwan Suleiman

Introduction to Kaplan-Meier Survival Analysis Estimation with Python
python
statistics
data visualization
data science
machine learning
Traditional linear and logistic regression methods have been shown to predict outcomes with minimal bias over time. But there is a caveat: These methods don’t account for…
Adejumo Ridwan Suleiman

How to Build a Language Translator Application with Strapi, Streamlit, and Hugging Face Models
api
data science
machine learning
programming
python
streamlit
strapi
headless cms
hugging face
If you’re building a cool side project or an MVP, you must store user and application content. This article will teach you about Strapi, a headless CMS you can use as your…
Adejumo Ridwan Suleiman

Linear Regression with Python Statsmodels: Assumptions and Interpretation
python
statsmodels
statistics
machine learning
data science
data visualization
Let’s say you are a real estate agent and want to know the price of houses based on…
Adejumo Ridwan Suleiman

Monitoring Model Performance and Data Drift for Diabetes Classification
mlops
data drift
classification
tutorial
python
data science
machine learning
healthcare
deployment
According to WHO, the number of people with diabetes rose from 108 million in 1980 to 422 million in 2014.…
Adejumo Ridwan Suleiman

Securing ML APIs with FastAPI
api
data science
machine learning
programming
security
fastapi
python
The end goal of a machine learning model is to serve end users. Still, due to machine learning models requiring regular updates to improve model accuracy and…
Adejumo Ridwan Suleiman

The Engineer’s Guide to Low Code/No Code ELT Tools
data engineering
low code
guide
no code
ELT
Low-code/No-code tools are tools used in building applications using drag-and-drop components…
Adejumo Ridwan Suleiman
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