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
Aug 23, 2023
0h 9m
Moderate

Getting Started with Argo Workflows Artifacts (GCS Example)

In today’s tutorial, embark on an exciting journey into the world of Argo Workflows artifacts on Google Cloud. We break it down from the ground up!

What We Cover: setting up an Argo Workflows …

Aug 18, 2023
0h 14m
Challenging

Low-Cost, High-Performance Llama 2 ML Pipelines on GCP

Dive deep into the intricacies of running Llama-2 in machine learning pipelines. We unpack the challenges and showcase how to maintain a serverless approach, optimize costs, leverage hardware …

Aug 16, 2023
0h 25m
Challenging

DIY AI App for Video Q&A (Entities, Embeddings, LLMs) on GCP

Dive into the world of AI with this comprehensive tutorial on building a video question-and-answer system. Harness the power of Google Cloud technologies to analyze video clips in detail. What …

Aug 10, 2023
0h 8m
Moderate

Getting Started with Apache Superset (BigQuery & GCP Example)

Struggling to get started with Apache Superset? Look no further! In this tutorial, we guide you step-by-step to set up, connect, and visualize data using this powerful open-source business …

Aug 7, 2023
0h 5m
Moderate

Managing IPs/CIDRs (Efficiently) in Google Kubernetes Engine

In today’s video, we tackle a common challenge faced by many users: managing and conserving IP space efficiently. Kubernetes has a hefty demand for IP space and understanding the configuration …

Aug 5, 2023
0h 7m
Moderate

DIY Low-Code Video Intelligence Database (Google Cloud)

In this tutorial, we show you how to systematically build a database with insights derived from your video assets using Google Vertex AI’s video intelligence APIs and Python libraries.

We walk …

Jul 31, 2023
0h 10m
Challenging

Vectors with Next-Gen PostgreSQL (AlloyDB and pgvector)

In this tutorial, we’re exploring the world of AlloyDB, a next-generation managed version of Postgres on Google Cloud. We can adapt AlloyDB’s impressive speed and performance capabilities …

Jul 29, 2023
0h 4m
Easy

Getting Started with AI Captioning APIs (Google Cloud)

In today’s video, we explore Google’s newly-launched AI Captioning Service, from setup to usage.

Jul 27, 2023
0h 5m
Moderate

LLM AI Webpage Summarization (e.g. for SEO Descriptions)

In today’s video, we explore an efficient approach to extracting data from web pages and summarizing it with the latest large language models (LLMs) using standard Python code. This method is …

Jul 25, 2023
0h 8m
Challenging

K-Means Clustering in JAX (Building and Benchmarking)

In this video, we break down the K-means clustering algorithm and its implementation in JAX, a high-performance machine learning library. We then highlight the strengths and weaknesses of JAX as …

Jul 22, 2023
0h 4m
Moderate

Video AI (Objects, Faces, Text,...) via Google Cloud APIs

This tutorial is perfect for anyone looking to harness the power of Google’s AI to enhance their video content understanding. We dive into object detection, text detection, and even some …

Jul 21, 2023
0h 3m
Easy

Exploring the Vertex AI Model Garden (Google Cloud)

Join us in this walkthrough of the Vertex AI Model Garden, your one-stop solution for a myriad of AI models and services.

Level:

Skills:

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