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The Posit Blog - Stories from Our Data Science Community

Stay informed with the latest in Posit products, R, Python, and analytics. Learn from experts, explore our community, and keep up with events.

A group of six smiling professionals posing together at a conference booth. They are standing in front of a backdrop that reads "The future of pharma is open source" with the Posit and RStudio logos. The group is dressed in business casual attire and wearing conference lanyards. The setting is an indoor event space with industrial ceilings and grey carpeting.

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A white stylized serpent or "S" curve with a circular head and dot for an eye, is centered on a dark blue circle. Behind the circle is a dark blue background with lighter blue vertical lines of varying heights, resembling an audio waveform.

Commercial enterprise offerings

Introducing Orbital for converting Scikit-learn pipelines into SQL queries

Orbital is a new library that converts Scikit-learn pipelines into SQL queries, enabling machine...

Commercial enterprise offerings

How to use natural language data science with RStudio and Amazon SageMaker

Integrate Amazon Bedrock LLMs into RStudio on SageMaker using the gander package to enhance...

A dual-pane screenshot displays two separate code editors. The left editor, in a dark theme, shows Python code with data manipulation operations, including variable assignment and data loading. Below the code is a data preview table. The right editor, in a light theme, displays a section titled "Step 7: Massive Scale Inference" with Python code primarily focused on data loading and processing using libraries like pandas. Both editors show line numbers and scrollbars, indicating longer code files.

Commercial enterprise offerings

Deploying Scikit-Learn Models for In-Database Scoring with Snowflake

Deploy Scikit-learn models directly within Snowflake with Orbital for efficient and secure in-database scoring.

Commercial enterprise offerings

Posit @ PyCon US 2025: Try Our Demo Labs!

Explore Quarto, Shiny, Positron, and more with our demo labs from PyCon US.

A laptop screen displays a data analysis dashboard. On the left, a text box asks, "Show me the top three runners who won bronze buckles each year." Below it, an illustration depicts a runner. The main part of the screen shows a table of "Western States Endurance Run (WSER) Data" with columns like year, overall place, time, bib, name, last name, gender, age, city, state, country, and olympic valley time. The table is filtered to show specific results, and a query box below reads, "I've filtered the dashboard

Commercial enterprise offerings

Trail Running Meets Data Science: Adventures with LLMs and Race Stats

Drew Coughlin demonstrates how the querychat package can create an LLM-powered dashboard that allows...

Commercial enterprise offerings

Deploy R or Python models to production in Databricks using Orbital

Accelerate model deployment with Databricks and Orbital for R and Python Scikit-learn/Tidymodels projects.

An illustration with the text "manylinux" on the left and a pattern of interconnected hexagons on the right. Many of the hexagons contain a blue "R" and a penguin icon.

Commercial enterprise offerings

Introducing Portable Linux R Binary Packages

We preview of a new way to avoid managing complex system dependencies for your...

Case studies and industry use cases

Natural language data science with RStudio and Databricks

Access Databricks LLMs directly from RStudio using the gander package.

A digital illustration shows a stepped pyramid, resembling El Castillo at Chichen Itza, centered within a white hexagonal outline. The pyramid is made of golden-orange blocks, with a wide, straight staircase leading up its front. Behind the pyramid, teal mountains rise under a light blue sky with a white cloud. A bright yellow sun is visible in the upper right. The entire hexagonal illustration is set against a dark reddish-brown background with a faint pattern of small, lighter red squares and circles alon

Case studies and industry use cases

Computer Vision with LLMs in R

Frank Hull introduces kuzco, a computer vision assistant for R.

The Posit Blog - Stories from Our Data Science Community

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