Video Tutorials

At Nodematic, we provide video tutorials on a wide variety of use cases, including AI/ML, data analytics, and cloud computing.

All tutorials Tracks
Mar 21, 2023
0h 5m
Moderate

Private Python Package Artifact Registry with Google Cloud

In this video, we setup a private PyPI-like private Python artifact repository, using Google Cloud’s Artifact Registry service. From building the package and publishing it, to installing, importing, …

Mar 19, 2023
0h 5m
Easy

Getting Started with Image Text Extraction (Google Cloud)

In this video, we demonstrate how to quickly get started with image text extraction, using the respective ML API from Google Cloud. If you have an existing Google Cloud project, you begin …

Mar 19, 2023
0h 7m
Easy

Cloud-Based Development Environments with Google Cloud

In this video, we review the two options for platformized, cloud-based IDEs in Google Clouds. Namely, we demonstrate, compare, and contrast Cloud Shell IDE and Cloud Workstations.

Mar 17, 2023
0h 16m
Challenging

Open Source Kubernetes Networking (Nginx + Cert Manager)

In this video, we establish a foundation for Kubernetes web service/application networking, using Nginx Ingress and Cert Manager. This dynamic duo gives us a lot of flexibility, yet has the robustness …

Mar 17, 2023
0h 8m
Moderate

Introduction to CDN Cache Configuration on Google Cloud

In this video, we walk through CDN cache configurations like: cache mode, time to lives, serve while stale, cache security, negative caching, and header-based bypasses. This is presented alongside …

Mar 14, 2023
0h 16m
Challenging

Set Up a File Server (HTTPS and SFTP) on Kubernetes

In this video, we setup an HTTPS+SFTP file server on Kubernetes (Google Kubernetes Engine, on Google Cloud Platform). The demonstrated use case is a file server with public, browser-based read access …

Mar 9, 2023
0h 14m
Challenging

Create an API that Executes Templated Bash Scripts

In this video, we use an open source project to create an API that runs bashscripts. For this setup, we only need a service like Cloud Run (or a similar Docker environment like Kubernetes), a …

Mar 6, 2023
0h 6m
Moderate

3 Tricks for Network Debugging on Google Cloud Platform

In this video, we look at three unusual tricks for debugging networking on Google Cloud. These are in addition to the normal network visibility tools, like packet mirroring and the Cloud Ops suite. …

Mar 6, 2023
0h 9m
Moderate

Running Python Functions in SQL (BigQuery Example)

BigQuery Remote Functions allows us to run data processing logic, using languages like Python, Golang (Go), Javascript, and Java. Specifically, BigQuery will call a Google Cloud Function when the …

Mar 4, 2023
0h 24m
Moderate

Helm Repo with GitHub Actions and Google Cloud (Serverless)

In this video, we setup a Helm repository using only serverless networking and storage services on Google Cloud. We include Google-managed SSL certificates and a custom DNS domain name, for a …

Feb 26, 2023
0h 21m
Moderate

Intro to Advanced Routing with Cloud Load Balancers

In this video, we’ll explore a few advanced routing examples, on Google Cloud Load Balancing. We’ll also share a reusable pattern for backing load balancers with test Cloud Run services. …

Feb 22, 2023
0h 15m
Challenging

Running Nginx on Kubernetes via Ingress-Nginx

In this video, we setup the Nginx ingress controller on a Kubernetes cluster, which then gives us an ingress class for exposing applications to external users and services. We demonstrate the setup …

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