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
May 25, 2023
0h 18m
Moderate

Google's Chirp AI vs. OpenAI's Whisper AI (Speech-to-Text)

In this video, we provide a comprehensive comparison between Google’s new Chirp speech-to-text model and OpenAI’s Whisper model. Our focus is on real-world application and we discuss …

May 25, 2023
0h 17m
Moderate

Easy Web/Marketing Cloud Functions APIs (SendGrid Example)

In this video, we walk you through the process of adding APIs to a static website (i.e., a website built with HTML, JavaScript, and CSS). We use Google Cloud Load Balancing, Google Cloud Storage, …

May 22, 2023
0h 12m
Challenging

LangChain for LLM AI Knowledge Cutoff Tiering/Workarounds

In this step-by-step tutorial, we demonstrate how to leverage large language models such as Google’s PaLM 2 and OpenAI’s GPT-4 to analyze concepts, with a focus on considering their …

May 17, 2023
0h 3m
Easy

Getting Started with Google's Chirp AI Speech-to-Text

In this tutorial, we’re diving into Google’s newest innovation, the Chirp AI model for speech-to-text. Just three days old at the time of recording, we’ll explore the functionalities …

May 14, 2023
0h 13m
Challenging

DAGs: Kubeflow vs. Airflow (One Use Case, Built Twice)

In this video, we dive into the world of orchestration and pipelining projects, focusing specifically on Apache Airflow and Kubeflow Pipelines. Providing a hands-on comparison, we explore each …

May 13, 2023
0h 9m
Challenging

Using PaLM 2 LLM API in Data/ML Pipelines (Kubeflow Example)

In this in-depth video, we explore the use of the PaLM 2 large language model and its simulacra to delve into the classic debate of “tabs versus spaces” in programming. We aim to …

May 12, 2023
0h 6m
Easy

PaLM 2 Text/Chat - Getting Started (Google Cloud Vertex AI)

Join us as we explore Google’s new generative AI Model Garden, focusing on the revolutionary PaLM 2 models for text and chat!

This video guides you through the Vertex AI Model Garden, its various …

May 10, 2023
0h 13m
Moderate

Redpanda on Google Cloud (w/ Helm & Kubernetes)

In this tutorial, we take you through the process of installing Redpanda on Google Cloud, more specifically on Google Kubernetes Engine (GKE). We’ll be employing a Helm-based installation …

May 9, 2023
0h 11m
Moderate

Jupyter Notebooks with Google (Vertex AI vs. Colab)

Welcome to our in-depth comparison of two powerful Google Cloud-based platforms for running data science notebooks like Jupyter: Google Colab and Vertex AI Workbench. This video is designed to give …

May 8, 2023
0h 10m
Challenging

Kubeflow Components/Pipelines (Hands-On Vertex AI Example)

In this video, we dive into the world of Kubeflow pipelines by walking you through a hands-on example using Google Cloud Storage and Google’s Speech-to-Text API. We also discuss …

May 7, 2023
0h 8m
Challenging

Data Scans and AI for Data Catalogs/Fabrics (Dataplex & GPT)

Learn how to leverage metadata at scale using Google Cloud’s Dataplex, AI, and automation for data discovery, search, control, and management. In this hands-on tutorial, we dive deep into the …

May 6, 2023
0h 5m
Moderate

Dynamic Compression & Lighthouse (Cloud CDN Example)

In this tutorial, we demonstrate how to use dynamic compression to optimize the performance of your website front end without complex build steps or manual compression commands. We’ll walk you …

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