Den Dribbles

A personal blog on all things of interest.

Currently writing about: AWS, Kubernetes, Machine Learning, Python and TypeScript.

Written by Dennis O'Keeffe

5 Handy Python Tips For Beginners

• 100daysofpython

After 30+ days of my 100 day Python journey, I stop to reflect on the five tips that have been unusual by helpful coming into the language.

4 min read

Regression With Scikit Learn (Part 4)

• python
• 100daysofpython
• machine learning

In our final coverage of regression using SciKit Learn, we look at how we can use regression with regularization.

5 min read

Regression With Scikit Learn (Part 3)

• python
• 100daysofpython
• machine learning

In part three, we look at using k-fold cross-validation to prevent dependency on a particular train/test split.

4 min read

Regression With Scikit Learn (Part 2)

• python
• 100daysofpython
• machine learning

In second blog post on linear regression, we take what we learned in part one and look deeper into the basics of linear regression and applying a train-test-split to our data.

5 min read

Recapping Kubernetes Basics

• kubernetes

This short recap on Kubernetes will set the foundation for the upcoming series on Kubernetes and EKS.

7 min read

Regression With Scikit Learn (Part 1)

• python
• 100daysofpython
• machine learning

Continuing with our look into supervised learning, today we explore the basics linear regression by applying it to another Scikit Learn toy dataset.

4 min read

Measuring Classifier Model Performance

• python
• 100daysofpython
• machine learning

See how we can visual test the performance capability of our K-Nearest Neighbors classifier using Scikit Learn.

7 min read

First Look At Supervised Learning With Classification

• python
• 100daysofpython
• machine learning

The 100 Days of Python series is moving into its second phase with Machine Learning. The journey will start with a first look at project setup and classification.

10 min read

Python Lambda Functions Deployed With The Typescript AWS CDK

• aws
• aws cdk
• typescript
• python
• aws lambda

Deploy a simple Python lambda function with the TypeScript AWS CDK to LocalStack.

7 min read

Deploying An EKS Fargate Cluster With The AWS CDK (Part 1)

• aws
• aws-cdk
• typescript
• kubernetes

Deploy a Kubernetes Fargate on EKS cluster using the AWS CDK.

4 min read

Oil Paint Effect With OpenCV Python

• beginner
• python
• 100daysofpython

Apply an oil paint effect to images in Python with OpenCV.

2 min read

Automating Pip Package Deployment With Github Actions

• python
• 100daysofpython
• pip
• github actions

Learn how to use GitHub Actions to speed up your Pip package deployments to PyPi.

4 min read