Gen AI Team

TL;DR: A RAG Pipeline using MongoDB can help find personalized movie recommendations through vector search. This involves creating a system that can analyze data and match it to users' preferences for more accurate movie picks.

Mamba State Space Models are a powerful tool for analyzing images, videos, and time series data. Part 1 of this series introduces the basics of these models and how they can be applied to different types of data.

TL;DR: "Segment Anything 2" is a guide for deep learners looking to understand the "secret sauce" behind segmenting data. The book covers various techniques and approaches to segmenting, as well as practical examples and tips for implementing segmentation in deep learning projects.

Learn how to easily style your dataframes in Streamlit using the Pandas Styler object. Despite some initial incompatibility, we'll show you how to make them work together seamlessly.

TL;DR: I made a RAG pipeline that can answer all of your recruiters' questions. It was my first time building one and it's super helpful!

TL;DR: Power Query can dynamically restrict data import to improve reporting efficiency. When dealing with large amounts of data, it's important to consider if all of it is necessary. This article explains how to determine if data needs to be restricted for more efficient reporting.

To ace your research project planning, start by setting clear goals and deadlines. Research thoroughly and organize your information effectively. Collaborate with others and seek guidance when needed. Stay focused and manage your time wisely. Don't be afraid to adapt your plan as you go. Stay organized and stay motivated.

Learn how to set up Gemini Nano, Google's latest built-in AI, in your Chrome browser. Discover how it can be used to create practical applications, without compromising privacy or relying on server-side solutions. With Gemini Nano, you can bring top-notch AI capabilities to your users with a snappy user experience, even when they're offline. All you need is Windows 10 or MacOS 13, an integrated GPU, and 22GB of storage. Read more on Medium and join the AI newsletter with over 80,000 subscribers for the latest updates and developments in AI. Interested in sponsoring? Consider joining thousands of other data leaders

TL;DR: Prompting is giving instructions to a model to generate text. It's essential to communicate clearly and concisely, with examples if possible. "Advanced" prompting is just common sense with fancy terms. Effective prompts can improve model responses. Join the AI newsletter for more insights and become a sponsor if you're building an AI startup or product.

H2O TL;DR: Mlflow and H2O are tools that make it easy to build machine learning models without worrying about the specific algorithms being used. They provide a user-friendly interface for data scientists to experiment with different models and track their performance. This allows for faster and more efficient model building.