Positron

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AI-Powered R & Python Data Science You Can Actually Trust | Narrated Snowflake + Posit Demo

How can organizations adopt AI-powered data science while maintaining governance, reproducibility, and trust? Based on Posit’s popular Snowflake Summit 2026 session, Chetan Thapar, Senior Product Marketing Manager at Posit, demonstrates how organizations can use AI assistants, Snowflake Cortex LLMs, and the Posit Team Native App to accelerate R and Python data science workflows while maintaining governance, reproducibility, and trust. This narrated walkthrough follows an end-to-end workflow from data exploration and cleaning through predictive modeling, reporting, application development, and business decision-making, all running natively within Snowflake. See how data scientists can: • Explore and analyze Snowflake data using AI-powered assistants • Apply semantic models to ensure business context and consistency • Use calibrated autonomy, where AI suggests and humans decide • Build reproducible, code-backed analyses and reports • Create and deploy Shiny applications directly from their workflows • Deliver dynamic, natural language-powered data products • Enforce Snowflake governance and role-based access controls throughout the process Key technologies featured: • Posit Team Native App • Snowflake Cortex AI • Snowpark Container Services • Posit Assistant • Positron • Shiny • Quarto • R and Python Whether you’re a data scientist, analytics leader, AI practitioner, or Snowflake customer, this session explores how to scale AI-assisted analytics without sacrificing transparency, governance, or trust. Learn more: ️ Start a free 30-day trial of the Posit Team Native App: https://app.snowflake.com/marketplace ️ Learn about the Posit + Snowflake partnership: https://posit.co/solutions/snowflake ️ Read how Posit and Snowflake built an enterprise data science engine: https://posit.co/blog/how-posit-and-snowflake-built-an-enterprise-data-science-engine #Snowflake #DataScience #ArtificialIntelligence #GenerativeAI #Python #RStats #Posit #SnowflakeCortex

Positron Quarto RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Shiny Rmarkdown Package Manager CRAN Interoperability Ggplot2 Github Data Wrangling Tidy Data Odbc Tidymodels Statistics Debugging Programming Education RStats Open Source OSS Reticulate Snowflake Snowflake Summit Snowflake Cortex Enterprise Data Science Posit Team Native App Posit-Assistant Positron Snowpark Container Services

Accelerating Study Insights with Shiny and Posit | Regeneron x Atorus

In this session, Atorus and Regeneron, and Posit showcase their innovative partnership. Topics covered: -Building a Unified Analytical Environment: Learn how to reduce friction by integrating fragmented SAS and R workflows. -Case Study: A Config-Driven App: See a live demo of how a simple configuration file can build a fully functional application for data review and safety monitoring. -Operational Shifts: Understand how internal teams are empowered to independently manage and extend their own applications in a regulated environment. This isn’t just about technology—it’s about the strategic shift required to simplify development and accelerate insights within a regulated environment. Learn more about Posit’s work in the pharma space: https://posit.co/use-cases/pharma/?utm_source=youtube&utm_medium=social&utm_term=pharma&utm_content=atorus-regeneron

config RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Server Pro Shiny Rmarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Forcats Ggplot2 Tibble Readr Stringr Tidyr Purrr Github Data Wrangling Tidy Data Odbc Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Programming Education RStats Open Source OSS Regeneron Atorus R Shiny Positron R Data Science Pharma

Welcome to PydyTuesday! | How to Level Up your Python Skills

In this video, you’ll learn where to find the PydyTuesday github landing page, where data lives on the tidytuesday repo, and how to get started to try stuff out and build new things! We hope you join us in participating in PydyTuesday! Don’t forget to use the hashtags #TidyTuesday and #PydyTuesday wherever you like to hangout online - Bluesky, Mastodon, LinkedIn, etc. - have fun out there! We can’t wait to see the predictive models, visualizations, dashboards, and data apps that you create Resources and Repos to star: TidyTuesday GitHub Repo: https://github.com/rfordatascience/ti… Posit PydyTuesday GitHub Repo: https://github.com/posit-dev/python-t… TidyTuesday hashtag search on Bluesky: https://bsky.app/search?q=tidytuesday Other videos in this PydyTuesday playlist: • PydyTuesday | Python How-to Videos #pythoncontent

RStudio Data Science Machine Learning Python Stats Data Visualization Data Viz Ggplot Technology Coding Connect Shiny Rmarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Forcats Ggplot2 Github Data Wrangling Tidy Data Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Debugging Programming Education Open Source OSS Reticulate Pydytuesday Python Projects Python Projects for Beginners Python Tutorial Positron Positron Ide

Positron: An IDE Specialized For Data Science

Dr. Julia Silge, Engineering Manager at Posit, joins @JonKrohnLearns to introduce Positron, a fresh open-source IDE that’s perfect for exploratory data analysis and visualization. She also lays out her top picks for LLMs that boost coding efficiency and discusses when traditional NLP methods might be the smarter choice over LLMs. Plus, Julia highlights some must-know open-source libraries that make managing MLOps easier than ever. Tune in for insights that every data scientist, ML engineer, and developer will find useful. Watch the full interview “817: The Positron IDE, Tidy NLP and MLOps — with Dr. Julia Silge” here: https://www.superdatascience.com/817

Julia Silge

817: The Positron IDE, Tidy NLP and MLOps — with Dr. @JuliaSilge

#PositronIDE #Tidyverse #MLOps Dr. Julia Silge, Engineering Manager at Posit, joins @JonKrohnLearns to introduce the brand-new Positron IDE, perfect for exploratory data analysis and visualization. She also lays out her top picks for LLMs that boost coding efficiency and discusses when traditional NLP methods might be the smarter choice over LLMs. Plus, Julia highlights some must-know open-source libraries that make managing MLOps easier than ever. Tune in for insights that every data scientist, ML engineer, and developer will find useful. This episode is brought to you by Gurobi (https://www.gurobi.com/personas/optimization-for-data-scientists/), the Decision Intelligence Leader, and by ODSC (https://odsc.com/california), the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: • [00:00:00] Introduction • [00:03:23] Overview of Posit and Positron IDE • [00:08:33] How the needs of a data scientist differ from those of a software developer • [00:17:56] How to contribute to the open-source Positron • [00:34:52] MLOps and Vetiver: Tools for deploying and maintaining ML models • [00:48:34] Natural Language Processing (NLP) and the Tidyverse approach • [01:22:18] The role of AI and LLMs in data science education Additional materials: https://www.superdatascience.com/817

Julia Silge

Positron

AI-Powered R & Python Data Science You Can Actually Trust | Narrated Snowflake + Posit Demo

Positron Server available for academic use via JupyterHub

How we chose Positron’s Python type checker

Native Jupyter Notebook Support Has Arrived in Positron

Outgrowing your laptop with R and Positron

Accelerating Study Insights with Shiny and Posit | Regeneron x Atorus

Welcome to PydyTuesday! | How to Level Up your Python Skills

Positron: An IDE Specialized For Data Science

817: The Positron IDE, Tidy NLP and MLOps — with Dr. @JuliaSilge

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