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 20, 2023
0h 10m
Challenging

Custom Multimodal AI Apps Made Easy (Embeddings and APIs)

In this video, we will walk you through a step-by-step tutorial on constructing a custom multimodal AI application, leveraging Google Cloud’s Vertex AI suite, the Flask framework, and JAX for machine …

Jul 19, 2023
0h 12m
Moderate

On-Topic-Only Custom Chatbot (Cloud- and LLM-Agnostic Design)

In this video, we demonstrate how to build a chatbot, which focuses on a specific topic, using Python, LangChain, and Milvus. This method is particularly useful for businesses looking to build …

Jul 19, 2023
0h 3m
Moderate

BigTable Analytics with BigQuery (No Pipelines) on GCP

In today’s video, we bridge BigQuery and Bigtable in Google Cloud, demonstrating how you can turn off complex ETL pipelines and analytics engines, and instead leverage BigQuery data federation.

Jul 18, 2023
0h 2m
Easy

Hands-On with Google's New Image/Vision Generative AI (GCP)

Welcome to today’s tutorial, where we explore Google’s latest breakthrough in Generative AI for images, a remarkable addition to the Vertex AI suite. In this exciting journey within Google …

Jul 17, 2023
0h 5m
Easy

BigQuery Omni and BigLake (Analytics Data Federation on GCP)

Join us as we dive into Google’s BigQuery, demonstrating how to utilize its external data sources and Omni features through a practical BigLake example. This tutorial is designed to help you …

Jul 16, 2023
0h 6m
Challenging

HTTPS Kubernetes Services with Cert Manager and Traefik

Learn how to add HTTPS to your Kubernetes services in today’s tutorial. Diving deep into the world of Kubernetes networking, we’ll be exploring an alternate approach to using the Ingress …

Jul 16, 2023
0h 7m
Moderate

GitHub Actions Deployments to Google Cloud Storage

In this tutorial, we demystify the process of automating deployments to Google Cloud Storage using GitHub Actions. We dive deep into the setup, taking you through the creation of a Google Cloud bucket …

Jul 16, 2023
0h 9m
Moderate

Custom Chatbot with ALL the Top LLMs (OpenAI, Google, Anthropic)

Welcome to our in-depth tutorial on how to integrate multiple Large Language Models (LLMs), including those from Open AI and Google, into a single chatbot application. We will leverage the …

Jul 14, 2023
0h 8m
Moderate

Scheduled Selenium Web Automation on Google Cloud VMs

In today’s video, we guide you through an end-to-end Selenium solution for web automation, testing, or scraping using Google Cloud VMs. This video offers step-by-step instructions, making it …

Jul 14, 2023
0h 6m
Moderate

AI Summarization of Long Text w/ LangChain (Bypass Max Tokens)

In today’s tutorial, we highlight a unique technique for summarizing large text documents using Python, LangChain, and Vertex AI’s PaLM LLM. Specifically, we leverage a recursive method …

Jul 13, 2023
0h 8m
Easy

Hands-On Intro to Analytics Hub (BigQuery and Google Cloud)

Today’s video introduces the management and sharing of data using Google Cloud’s Analytics Hub. We’ll be walking you through all the necessary steps to create prerequisite BigQuery …

Jul 13, 2023
0h 4m
Challenging

Fully-Automated Image Captions/Alt/Titles with BLIP-2 AI

In today’s tutorial, we are showing you how to create a fully-automated process for generating captions, alternate text, or titles for your images using AI technology. We’ll be leveraging the …

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