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
Apr 30, 2023
0h 13m
Challenging

OpenAI Whisper Pipelines (Vertex AI, Kubeflow, JAX, GPUs,...)

Learn how to deploy OpenAI’s Whisper speech-to-text model using Kubeflow pipelines on Google Cloud’s Vertex AI! In this tutorial, we’ll focus on operationalizing the Whisper model in …

Apr 23, 2023
0h 18m
Moderate

Similar Content Recommendation with OpenAI AND Google Tech

In this video, we walk you through creating a content recommendation system using OpenAI’s Text Embedding API and Google Cloud’s Vertex AI Matching Engine. Learn how to set up and call …

Apr 23, 2023
0h 18m
Moderate

Automated Video/Audio Processing Tutorial (Apache Airflow)

In this tutorial, we explore the world of Apache Airflow by orchestrating a media processing pipeline using Google Cloud Composer. Specifically, we’ll guide you through an end-to-end workflow …

Apr 16, 2023
0h 23m
Moderate

Image Analysis Web App (End-to-End Tutorial)

In this tutorial, we’ll walk you through the process of creating an image analysis web application (i.e., HTML, CSS, JavaScript) using various Google Cloud services (e.g., Cloud Run, Cloud …

Apr 13, 2023
0h 7m
Challenging

Running Neo4j on Kubernetes (Bolt and Browser)

In this comprehensive tutorial, we walk you through the process of installing the open-source Neo4j graph database on Kubernetes using the official Helm chart, Google Kubernetes Engine, and Google …

Apr 13, 2023
0h 4m
Challenging

Neo4j + Kubernetes Plugin Setup (e.g., Graph Data Science)

In this tutorial, we demonstrate how to add plugins, like Graph Data Science (GDS), to a Neo4j instance running on Google Kubernetes Engine. We’ll guide you through a Kubernetes-focused but …

Apr 12, 2023
0h 5m
Moderate

Google Knowledge Graph for Entity Discovery and Enrichment

In this tutorial, we will explore how to query Google’s Knowledge Graph through Google Cloud and use the entity information it provides. We will demonstrate how to access the API using a cURL …

Apr 11, 2023
0h 15m
Moderate

Real-User Experience Performance Tracking (e.g., Web Vitals)

In this video, learn how to monitor client-side website performance using real-world, real-user experiences. We’ll demonstrate an architecture compatible with various analytics & performance …

Apr 9, 2023
0h 8m
Moderate

Quick Look at Data Management, Discovery, and Quality (Dataplex)

In this tutorial, learn how to organize and manage your data assets in Google Cloud using Dataplex. Discover how to use metadata, tag templates, entry groups, glossaries, and more to effectively …

Apr 7, 2023
0h 5m
Challenging

Address and Entities Validation (Google Maps/Places APIs)

Dive into the world of Address Validation and enrichment with Google Maps APIs. In this tutorial, we’ll explore the Address Validation API and how to use it with the Google Cloud Console and …

Apr 1, 2023
0h 7m
Moderate

S3/GCS/MinIO Buckets as Kubernetes Persistent Volume Storage

Any S3-API-compatible storage can be used as a persistent volume in Kubernetes, if we use the Linux Foundation’s Datashim project. While this is not a general substitute for traditional disks …

Mar 25, 2023
0h 35m
Challenging

Kubernetes Ingresses & Gateway API: Strengths and Limitations

In this video, we explore popular options for exposing workloads in Google Kubernetes Engine (although the concepts are relatively portable to other Kubernetes environments). The examples are chosen …

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