Predicting House Prices in Lagos State with PythonThe prices of houses in Lagos state are a major problem, especially when you don't know what to expect. I for one will like to know what houses cost in specific areas, so I can decide if it's worth my time to look at them, given my budget. This artic...Aug 10, 2023 · 11 min readpeteribeabuchi.hashnode.dev
Airflow vs Kestra: Choosing the best workflow toolIntroduction Choosing the right orchestrator to manage your workflow can be challenging, as you want a tool that best works for your business. Apache Airflow and Kestra are two powerful orchestrators for managing workflows and data pipelines. You are...Jul 25, 2023 · 5 min readpeteribeabuchi.hashnode.dev
A Beginners Guide to Building a Basic Data Pipeline with KestraFor junior data analysts and engineers, learning to build data pipelines can seem overwhelming. The trick is to learn to build simple pipelines and then progress to more complex ones. In the present day, several tools exist that make this process eas...Jul 17, 2023 · 6 min readpeteribeabuchi.hashnode.dev
Handling Imbalanced Data: Oversampling v/s UndersamplingIntroduction Working with imbalanced data when building a classification ML model can be a challenge, as it affects your models’ ability to make accurate predictions. This is particularly challenging when the focus goes beyond the accuracy score of t...Jun 27, 2023 · 5 min readpeteribeabuchi.hashnode.dev
Scraping Amazon web page using SeleniumIntroduction In today's world, data is an essential component, particularly with the current rise of artificial intelligence. The capacity to access data that can be analyzed to draw insights is critical. Web scraping offers data analysts and data sc...Jun 8, 2023 · 9 min readpeteribeabuchi.hashnode.dev
