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
Jun 27, 2023
0h 6m
Moderate

Syncing/Streaming to Google Cloud Storage (Transfer Service)

In today’s tutorial, we explore how to easily synchronize file systems from various sources, such as Amazon S3, other Google Cloud Storage Buckets, or even POSIX file systems, with Google Cloud …

Jun 26, 2023
0h 21m
Moderate

AlloyDB vs. Cloud SQL vs. Spanner - Postgres on Google Cloud

Welcome to our deep dive into three formidable Postgres-compatible databases on Google Cloud: Cloud SQL, AlloyDB, and Cloud Spanner. In this video, we will break down the features, trade-offs, and …

Jun 25, 2023
0h 3m
Moderate

Scheduling Jupyter Notebooks (Cron-Style Automation) on GCP

In today’s tutorial, we’ll be taking your Jupyter Notebooks to the next level by automating them using Google Cloud’s Vertex AI Workbench. Imagine the superpower of scheduling your notebooks to …

Jun 25, 2023
0h 3m
Moderate

Installing Elasticsearch on Google Kubernetes Engine

In today’s video tutorial, we are diving into how to install Elasticsearch, the robust distributed search and analytics engine, on Google Kubernetes Engine (GKE) using the latest operator-based …

Jun 25, 2023
0h 5m
Moderate

Getting Started with Serverless Spark (Dataproc) on GCP

This video introduces Spark jobs and using the serverless capabilities of Google Cloud Platform’s Dataproc service.

Jun 25, 2023
0h 6m
Moderate

Exploring Google's New Code Generation AI (Codey) in Vertex GCP

In this video, we dive into Google’s Vertex AI and explore its newly released coding capabilities.

Jun 24, 2023
0h 18m
Challenging

The Best Way to Benchmark Data/AI/GPUs/TPUs using GCP Notebooks

In this video, we’ll be provisioning a Google Kubernetes Engine cluster, setting up a Jupyter notebook, and testing the notebook’s performance across different hardware configurations. This …

Jun 23, 2023
0h 5m
Moderate

Installing Milvus (Vector DB) on Google Kubernetes Engine

In this tutorial, we guide you through the process of installing Milvus on Google Kubernetes Engine (GKE). Milvus, an open-source vector database managed by the Linux Foundation, is a popular choice …

Jun 19, 2023
0h 14m
Moderate

Google Search API in Data/AI/ML Pipelines

Welcome to our tutorial on how to use the Google Search API in data or Machine Learning pipelines, specifically focusing on Vertex AI Pipelines.

In this video, we dive deep into utilizing the Google …

Jun 18, 2023
0h 18m
Challenging

Custom LLM Chatbot App in 99 LOC (Latest Google AI & GCP)

In this tutorial, we walk through the steps to create, build, and deploy a custom, rate-limited chatbot using the PaLM 2 LLM, Google Kubernetes Engine, and Vertex AI. You’ll learn about creating …

Jun 18, 2023
0h 7m
Challenging

Cron-Style Automatic Kubernetes Deployment Scaling (Up & Down)

In this video, we approach the challenge of managing costs while running Kubernetes workloads - specifically, exploring how to configure your Kubernetes cluster to auto-scale your deployments and …

Jun 16, 2023
0h 6m
Easy

Intro to Databricks on GCP (Concepts & Getting Started)

In this video, we introduce Databricks’ data processing, distributed lakehouse storage, and machine learning, powered by Apache Spark, Delta Lake, and MLflow. We also help GCP users understand …

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