archive

2023  31

November  1

SSO to AWS via CLI or SDK

<span title='2023-11-06 00:00:00 +0000 UTC'>November 6, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;173 words&nbsp;·&nbsp;Michael

October  1

Selecting a Python Virtual Environment in VS Code for Jupyter Notebooks

<span title='2023-10-25 00:00:00 +0000 UTC'>October 25, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;204 words&nbsp;·&nbsp;Michael

September  4

GCP AI and ML Services Overview

<span title='2023-09-30 00:00:00 +0000 UTC'>September 30, 2023</span>&nbsp;·&nbsp;3 min&nbsp;·&nbsp;501 words&nbsp;·&nbsp;Michael

Azure AI and ML Services Overview

<span title='2023-09-29 00:00:00 +0000 UTC'>September 29, 2023</span>&nbsp;·&nbsp;3 min&nbsp;·&nbsp;431 words&nbsp;·&nbsp;Michael

AWS AI and ML Services Overview

<span title='2023-09-28 00:00:00 +0000 UTC'>September 28, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;388 words&nbsp;·&nbsp;Michael

Kubernetes - create a cluster with one line

<span title='2023-09-10 00:00:00 +0000 UTC'>September 10, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;124 words&nbsp;·&nbsp;Michael

August  15

kubernetes nodes setup

<span title='2023-08-20 00:00:00 +0000 UTC'>August 20, 2023</span>&nbsp;·&nbsp;3 min&nbsp;·&nbsp;532 words&nbsp;·&nbsp;Michael

AWS multiple accounts profiles with cli/terraform

<span title='2023-08-16 00:00:00 +0000 UTC'>August 16, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;157 words&nbsp;·&nbsp;Michael

Auotoregressive Intregrated Moving Average (ARIMA)

<span title='2023-08-12 00:00:00 +0000 UTC'>August 12, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;301 words&nbsp;·&nbsp;Michael

SoftMax Activation Function

<span title='2023-08-12 00:00:00 +0000 UTC'>August 12, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;327 words&nbsp;·&nbsp;Michael

Analytics Random Cut Forest (RCF)

<span title='2023-08-09 00:00:00 +0000 UTC'>August 9, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;159 words&nbsp;·&nbsp;Michael

Horovod Distributed Training Framework

<span title='2023-08-09 00:00:00 +0000 UTC'>August 9, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;344 words&nbsp;·&nbsp;Michael

When to use ML and when not

<span title='2023-08-08 00:00:00 +0000 UTC'>August 8, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;259 words&nbsp;·&nbsp;Michael

Methods to prevent overfitting

<span title='2023-08-07 00:00:00 +0000 UTC'>August 7, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;302 words&nbsp;·&nbsp;Michael

Use Case for Recurrent Neural Network and Convolutional Neural Network

<span title='2023-08-07 00:00:00 +0000 UTC'>August 7, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;345 words&nbsp;·&nbsp;Michael

L1 and L2 Regularization

<span title='2023-08-06 00:00:00 +0000 UTC'>August 6, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;410 words&nbsp;·&nbsp;Michael

Hyperparameter Tuning

<span title='2023-08-04 00:00:00 +0000 UTC'>August 4, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;405 words&nbsp;·&nbsp;Michael

PII De-Identification techniques

<span title='2023-08-04 00:00:00 +0000 UTC'>August 4, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;174 words&nbsp;·&nbsp;Michael

Confusion Matrix

<span title='2023-08-03 00:00:00 +0000 UTC'>August 3, 2023</span>&nbsp;·&nbsp;3 min&nbsp;·&nbsp;565 words&nbsp;·&nbsp;Michael

Collaborative and Content-based Filtering

<span title='2023-08-02 00:00:00 +0000 UTC'>August 2, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;274 words&nbsp;·&nbsp;Michael

Classification loss function types in ML

<span title='2023-08-01 00:00:00 +0000 UTC'>August 1, 2023</span>&nbsp;·&nbsp;4 min&nbsp;·&nbsp;722 words&nbsp;·&nbsp;Michael

July  5

Azure AI Applied AI Services

<span title='2023-07-30 00:00:00 +0000 UTC'>July 30, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;118 words&nbsp;·&nbsp;Michael

Azure AutoML process

<span title='2023-07-30 00:00:00 +0000 UTC'>July 30, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;90 words&nbsp;·&nbsp;Michael

A guide to passing the Microsoft AI-102 Certification

<span title='2023-07-20 00:00:00 +0000 UTC'>July 20, 2023</span>&nbsp;·&nbsp;3 min&nbsp;·&nbsp;616 words&nbsp;·&nbsp;Michael

Reset VSCode

<span title='2023-07-07 00:00:00 +0000 UTC'>July 7, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;187 words&nbsp;·&nbsp;Michael

Terraform Azure - Login and remote state

<span title='2023-07-07 00:00:00 +0000 UTC'>July 7, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;268 words&nbsp;·&nbsp;Michael

June  2

Special Chars in a Linux Shell

<span title='2023-06-18 00:00:00 +0000 UTC'>June 18, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;180 words&nbsp;·&nbsp;Michael

Python environment

<span title='2023-06-07 00:00:00 +0000 UTC'>June 7, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;241 words&nbsp;·&nbsp;Michael

April  1

Getting your own external IP via curl

<span title='2023-04-28 00:00:00 +0000 UTC'>April 28, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;28 words&nbsp;·&nbsp;Michael

March  2

Publish a website on github pages

<span title='2023-03-15 00:00:00 +0000 UTC'>March 15, 2023</span>&nbsp;·&nbsp;2 min&nbsp;·&nbsp;335 words&nbsp;·&nbsp;Michael

Azure CLI - activate azure cli autocomplete in zsh

<span title='2023-03-06 00:00:00 +0000 UTC'>March 6, 2023</span>&nbsp;·&nbsp;1 min&nbsp;·&nbsp;85 words&nbsp;·&nbsp;Michael