PinnedJake TeoinTowards Data ScienceWhy Are All Maps Inaccurate?Understanding map projections, and why they are used in some of the most popular maps today·7 min read·Dec 31, 2023--2--2
PinnedJake TeoinTowards Data ScienceCreating Maps with QGISA comprehensive guide to the best open-source GIS software·11 min read·Dec 24, 2023--3--3
PinnedJake TeoinTowards Data ScienceCarbon Emissions of an ML Engineering TeamThe hidden cost of development that really matter·9 min read·Oct 16, 2023--4--4
PinnedJake TeoinTowards Data ScienceInteractive Dashboards in ExcelUsing the pioneer data analytics software·8 min read·Oct 5, 2023--7--7
Jake TeoinTowards AIBuild and Run Data Pipelines with Sagemaker PipelinesLeverage AWS’s MLOps Platform to run on your large data processing workloads seamlessly·8 min read·May 20, 2024----
Jake TeoinLevel Up CodingMonitoring your Cloud GPU Utilisation for Model Training & InferenceHow to use CloudWatch Agent to monitor your GPU instances·9 min read·May 16, 2024----
Jake TeoinDevOps.devThe Very Basics of KubernetesUnderstanding its architecture, kubectl, and manifest files·5 min read·May 6, 2024----
Jake TeoinLevel Up CodingKind, the local KubernetesA free, straightforward tool for you to experiment with container orchestrations·4 min read·Apr 30, 2024----
Jake TeoinTowards Data ScienceAutomating Your Containerised Model Deploymentswith AWS, Terraform, Ansible, and GitLab-CI·9 min read·Apr 22, 2024----
Jake TeoinLevel Up CodingSanitising Your Git HistoryHow to clear your Git to improve performance & security·6 min read·Apr 11, 2024--4--4