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Launch your own LLM (Deploy LLaMA 2 on Amazon SageMaker with Hugging Face Deep Learning Containers)
AWS, Artificial Intelligence, Machine Learning
Launch your own LLM (Deploy LLaMA 2 on Amazon SageMaker with Hugging Face Deep Learning Containers)
AWS, Artificial Intelligence, Machine Learning

Want to deploy your own Large Language Model that's smarter than ChatGPT? 🤔💭 In this exciting Tech Stack Playbook® tutorial, we'll walk through how to deploy Meta AI's LLaMA 2 LLM on Amazon SageMaker using Hugging Face Deep Learning Containers (DLCs) and Python. One of the most requested topics I've been asked about this year is how to build and deploy AI/ML systems. In under 2 hours, this video will dive into all things LLMs and the most cutting edge MLOps infrastructure available to use on the internet. We will be using Hugging Face Deep Learning Containers, Amazon SageMaker, and Python to work with the model, make prompts, and work with an endpoint for model. If you've ever wondered how systems like ChatGPT work behind the scenes, then this video is for you!…

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AWS, Artificial Intelligence, Machine Learning
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AWS: Predicting Stock Prices Using AI & NO CODE!
AWS, Artificial Intelligence, Machine Learning
AWS: Predicting Stock Prices Using AI & NO CODE!
AWS, Artificial Intelligence, Machine Learning

Get started building with Artificial Intelligence & Machine Learning on Amazon Web Services (AWS) without writing a single line of code! Dive into this exciting video series where we explore the possibility of predicting stock market prices with no code! Build alongside AWS Community Builder Brian H. Hough as he walks you through AWS Developer Advocate, Victoria Semaan’s blog post for this project on community.aws, where we will harness powerful tools like Amazon SageMaker Canvas, Amazon QuickSight, and Amazon S3. Whether you’re an ML enthusiast or someone curious about stock market predictions, this series is a must-watch…

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AWS, Artificial Intelligence, Machine Learning
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Learn how to Dynamically Add App Features with AWS AppConfig Feature Flags (+ Linux 101)
AWS, DevOps, Linux, JavaScript Brian H. Hough AWS, DevOps, Linux, JavaScript Brian H. Hough

Learn how to Dynamically Add App Features with AWS AppConfig Feature Flags (+ Linux 101)

In this blog post, I'll go through the workshop, the code I used to run everything, screenshots of the deployment process, and I will also go through how to use Linux and an Amazon EC2 instance to deploy all of the code in a VM (virtual machine). What we will build is a simple Airbnb-for-Cribs home rental application and switch in an image viewer carousel for each listed home via AWS AppConfig. Here's what it will look like (unfortunately, IRL mansions are not included)…

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Render Table Data In React.js (Coding, Template Literals, JSON, Data as Props, JavaScript Objects)
Full-Stack, JavaScript Brian H. Hough Full-Stack, JavaScript Brian H. Hough

Render Table Data In React.js (Coding, Template Literals, JSON, Data as Props, JavaScript Objects)

n this episode of the Tech Stack Playbook, I break down 5 data formats (including arrays, JavaScript objects, and JSON data) and show you how to render them in a table with ReactJS, one of the most popular frameworks for building progressive web applications. I noticed that the documentation is sparse sometimes of how to organize information in lists for the front end: Hard Coding a Table, Using Variables/Template Literals, Passing in Data As Props into a Table, Passing in a JSON Data File into a Table, and Passing in JavaScript Objects into a table with spread operators in ReactJS.

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