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
Jul 12, 2023
0h 5m
Easy

5 Tips to Save Money and Boost Performance on BigQuery

In this practical, hands-on guide, we delve deep into five high-impact techniques that will supercharge your Google BigQuery performance, while keeping costs to a minimum.

Jul 11, 2023
0h 4m
Moderate

Hands-On Intro to BQML (BigQuery Machine Learning)

Welcome to our practical tutorial on Google’s BigQuery Machine Learning (BQML). Learn how to create, train, and evaluate AI models using SQL queries.

Jul 10, 2023
0h 5m
Easy

TPU VMs vs. TPU Nodes - AI/ML Accelerators on Google Cloud

In this video, we take a deep dive into the differences and similarities between Google Cloud TPU Nodes and TPU VMs. This video is designed to help you understand these two powerful accelerator …

Jul 9, 2023
0h 8m
Challenging

Elasticsearch in ETL Pipelines (Serverless PySpark Example)

In this tutorial, we create a production-grade, serverless, and robust ETL (Extract, Transform, Load) pipeline using Elasticsearch, PySpark, and Dataproc. This serverless ETL pipeline allows you to …

Jul 9, 2023
0h 10m
Challenging

Create a Neo4j Knowledge Graph from Tabular Data (GCP Example)

In this video, we provide a step-by-step guide on creating Neo4j knowledge graphs from standard tabular data using Google’s serverless offerings (BigQuery, Dataproc, and GKE Autopilot). No …

Jul 8, 2023
0h 3m
Easy

Getting Started with Resource Hierarchies in Google Cloud

Welcome to our quick introduction to Resource Hierarchies in Google Cloud. This video sheds light on the crucial aspects of resource organization, folders, Identity and Access Management (IAM), …

Jul 8, 2023
0h 7m
Easy

CSV Files to BigQuery: Transfer Service vs. Cloud Functions

Welcome to our step-by-step tutorial on importing CSV data into BigQuery automatically, using two exceptional methods - the BigQuery Transfer Service and Cloud Functions. This video will guide you …

Jul 6, 2023
0h 4m
Easy

Run Your Own VPN (One-Liner) on Google Cloud

Setting up a VPN server sounds intimidating, but worry no more! In this tutorial, we will guide you step-by-step through setting up your very own Wireguard VPN server in just 5 minutes using Docker …

Jul 6, 2023
0h 6m
Moderate

PaLM AI using SQL and BigQuery (Vertex AI in Google Cloud)

In this video, we walk you through a detailed, step-by-step guide on how to set up a bridge between your SQL-based analytics systems and the PaLM Vertex AI model using Google Cloud Functions and …

Jul 4, 2023
0h 4m
Easy

The Easiest Way to Run Postgres on Kubernetes (GKE Autopilot)

In this video, we walk you through the simplest way to install Postgres on a GKE Autopilot cluster. From enabling the Kubernetes Engine API to customizing your configurations with Helm, we have you …

Jul 3, 2023
0h 6m
Moderate

Intro to PDF Parsing Pipelines (Document AI on Google Cloud)

In this video, we uncover the power of unstructured data like PDFs, using Google Cloud’s Document AI, Cloud Functions, Cloud Storage, and BigQuery.

Jun 29, 2023
0h 11m
Challenging

Custom Chatbot w/ Your PDF Data (Google PaLM on Vertex AI)

In this tutorial, we dive into the world of AI chatbots and show you how to build one that leverages data from PDF documents as its knowledge base. This includes: how to parse data from PDF files …

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