Predicting the Oscars With LLMs
Looking for a middle ground between custom LLMs and traditional ML? Please welcome semantic search to the stage! Let’s use semantic search to predict which film will take home the “Best Picture” Oscar this year 🤩
Mar 8, 2024Build Your Own LLM - Getting Into Production
If you’re building LLMs but have no way to deploy them, are they even useful? In this post, you’ll deploy an LLM into a live production application!
Feb 9, 2024Build Your Own LLM - Training
If you want to protect your IP or avoid vendor lock, you may find that building your own LLM is more practical than relying on services like ChatGPT. In this post, you’ll train a custom LLM using your own data!
Feb 6, 2024Monitoring Real-Time Machine Learning Applications With Prefect
The last few years have marked a shift in industry away from research-oriented machine learning. These days, shipping models early and often is critical, and open source tools like Prefect can speed up the process of operationalizing ML.
Jan 26, 2024Build Your Own LLM - Data Ingestion
2023 was the year of large language models (LLMs) due to services like ChatGPT and Stable Diffusion gaining mainstream attention. In this series, learn about the architecture behind LLMs and how to build your own custom LLM!
Jan 15, 2024Building Real-Time Apps in Python with Ensign and Streamlit
Python may be the 2nd best language for everything, but it’s a favorite of data scientists worldwide, and delivers a world of functionality. Did you know you can even build customer-facing AI/ML apps with Python now? Learn how…
Nov 20, 2023PubSub 101 - Using the PyEnsign SDK
The Python SDK is the most popular way to use Ensign. In this module you will write some Python code to publish data to your project.
Nov 17, 2023Reinforcement Learning, Automation... and Tetris
Every time I’m writing complex rules in my code, I remember there’s a machine learning technique for this: Reinforcement Learning. RL models are able to learn the optimal rules given predefined rewards. Read on to learn how!
Nov 2, 2023Welcome to Ensign U!
Like any new tool, Ensign takes a little time to learn. But take it from us (a bunch of seasoned data science experts) – it will open up a new world of data science applications for you. Check out this beginner-friendly introduction!
Oct 20, 2023