Skip to main content

NillsF blog

  • Home
  • About

Category: Data Science

Adding x-axis to matplotlib plots in Jupyter notebooks

August 7, 2020August 7, 2020 nillsf Leave a comment

I’ve blogged before about how I’m doing some of my own data analysis on the COVID-19 numbers. One thing that I didn’t like about my graphs was that they didn’t contain an x-axis, which made them a little bit harder to read. In this (very quick) blog post I’ll show you how to add an […]

Read More

Confusion matrix, accuracy, recall, precision, false positive rate and F-scores explained

May 23, 2020May 23, 2020 nillsf 1 Comment

When building a machine learning model, it’s important to measure the results of your model. Typically, you split a dataset into a training dataset and a test dataset. The training dataset is used to train your model, while the test dataset is used to measure the performance of your model. A commonly used method to […]

Read More

Tuning / regularizing common linear regressions and classifiers in scikitlearn

May 17, 2020May 17, 2020 nillsf Leave a comment

If you read my article in January about my personal development goals, you might have seen that I’m working to achieve the DP-200 certification. During the learning process for DP-200, I learned that I lacked certain basic knowledge about how to do data engineering / data science in Python. For that reason, I decided to […]

Read More

Using Form Recognizer to recognize custom forms

May 4, 2020May 4, 2020 nillsf Leave a comment

One of my learning goals for this half year was to learn more about AI. Although I’m focusing my learning mainly on low-level AI (Python, ML, Data Science), I was pretty happy to get involved in a customer project using the Microsoft Form Recognizer. This blog post will cover the Form Recognizer and it’s functionality. […]

Read More

Book review: Weapons of math destruction

December 10, 2019December 10, 2019 nillsf Leave a comment

I just spent a week of vacation in Italy. One of my good friends from college was getting married, and I didn’t want to miss his wedding. It was a good time for Kelly (my wife) and I to also take a week of vacation prior to the wedding. We love Italy, and a wedding […]

Read More

Posts navigation

1 2 Older posts

About the author

I'm Nills, a cloud architect focused on cloud automation. I share my technical stories on this blog, mainly on Azure, Kubernetes and cloud networking.

Follow @NillsF

Search

Recent Posts

  • Image security scanning in Azure Container Registry
  • Setting up shared image gallery cross-tenant using the Azure CLI
  • Using Pulumi and Python to create a private Azure Kubernetes Service cluster
  • Don’t let 80/20 time become 80/50 time
  • Key Vault CSI driver integrated with AAD-managed pod identities

Categories

  • Azure (52)
  • business (1)
  • certification (1)
  • CKAD series (9)
  • Data Science (6)
  • DevOps (23)
  • Kubernetes (24)
  • Management (21)
  • Networking (10)
  • Open Source (29)
  • Personal Development (8)
  • Security (6)
  • Software Development (9)
  • Uncategorized (26)
  • Windows (10)
  • Wordpress (2)
sparkling Theme by Colorlib Powered by WordPress