Next in our #MachineLearning series: We build our very own decision tree (a Random Forest!) using #Ruby and Scikit-learn 🐍

This is a very popular tree-based ensemble model. Check it out 👉 www.ombulabs.ai/blog/introdu...  

#AI #ML #RandomForest #Python

The AI assistant we built for the #FastRuby newsletter has helped streamline our workflow, allowing our marketing team to focus on the creative aspects of curation while automating the repetitive tasks of gathering and summarizing links.

Let’s walk through the ReAct pattern and how we can use it to build a simple AI Agent that writes blog posts in Ruby.

#AI #ArtificialIntelligence #ReAct #Ruby

go.ombulabs.com/aoz

As AI becomes increasingly integrated into business operations, organizations face a critical challenge: how to leverage the power of Large Language Models (LLMs) while maintaining the privacy and security of sensitive data.

#AI #LLM #DevSecOps #CISO #Security

go.ombulabs.com/7n6

How ready is your dev team for AI?

The AI revolution is transforming how development teams work, and engineering leaders are grappling with critical questions: Which AI tools will improve our engineering processes? How do we integrate AI without disrupting productivity?

go.ombulabs.com/vun

#AI

💸 Don’t have $50,000 to upgrade your #Ruby application? Neither do we!

Check out our monthly, fixed-cost, top-notch upgrade plan (starting at $2,000/month) 🚀

go.fastruby.io/9ct

#TechDebt #InfoSec #DevSecOps #RailsUpgrade

Interested in AI/ML and #Ruby?

Amanda's article focuses on decision trees, namely Classification And Regression Trees, and the mathematics behind them.

go.fastruby.io/a78 #AI #ML #DataScience

Next in our #MachineLearning series: We build our very own decision tree (a Random Forest!) using #Ruby and Scikit-learn 🐍

This is a very popular tree-based ensemble model. Check it out 👉 go.fastruby.io/l1y 

#AI #ML #RandomForest #Python

One of the biggest challenges of advising students is architecting AI solutions that get the big picture of a student’s performance, struggles, and vision of success.

#AI #NERCOMP #NERCOMP25 #LMS #HigherEd

Anna Ahearn and Krithik Udayashankar from UCLA are sharing their process for implementing AI-enhanced tools to help with account provisioning.

Their vision was to introduce an AI-powered chatbot to assist employees with questions about account provisioning.

#nercomp #nercomp25 #ai #highered

🤖 How do we mitigate the bias of AI models?

Interesting discussions in this session. If we know AI is biased because of the training data, how can we improve the usage of its data?

#AI #NERCOMP25 #nercomp

EphBot is a portable device to explore the power of #GenAI at Williams. It uses Raspberry Pi and llama to provide an interface for students to not just interact but also configure predictions, temperature, tokens, and repeat sequence.

“You can make it hallucinate if you want.”

#nercomp25

Great way to start NERCOMP: Keep your data close and your #AI closer at #nercomp25.

3 case studies about solutions that couldn’t leverage cloud tools and required solutions that were locally deployed and accessed.

- Ollama
- OpenVINO
- Raspberry Pi + llama

#AI #nercomp25 #nercomp #highered