Be Pythonic And Deliver Web UI Models And Dashboards Using Streamlit
Thom will show us a simple and elegant way to deliver models and analytical tools with a Web User Interface (UI), dashboards, and other data visualizations using Streamlit. This presentation will leverage techniques that he taught in his previous presentation on using Python FastAPI with Docker and Jenkins to deliver these Streamlit tools using simple and elegant CI / CD open-source tools.
About the Speaker
Thom Ives founded Integrated Machine Learning & AI - a growing group of data scientists seeking to learn and grow MORE TOGETHER. He loves to help his 58k+ followers on LinkedIn through his data science posts. He is a senior data scientist at Echo Global Logistics, developing many AI applications to help improve shipping logistics in the US. Over his long career, he has developed a wide range of analytical models using data, multi-physics, and experiments. While Thom loves predictive modeling, he's equally passionate about automating data pipelines to increase the return on data for all. Thom is married, has 9 kids = 4 bios + 5 internationally adopted + 2 kids-in-law, AND he also regularly adopts amazing people from around the world! Thom lives in Eagle, Idaho, USA.
This session is organized by AI Planet in partnership with Databuzz.
About AI Planet (formerly DPhi)
AI Planet is a global data science community that started with the vision to make AI education accessible to everyone and build AI for good to solve key challenges of humanity. As part of our community initiatives, we provide free AI and data science courses by industry experts from large tech companies or startups worldwide.
About Databuzz
Databuzz is a volunteer-driven community of AI and Tech enthusiasts working on a mission to help Aspiring Data Scientists/Data Analysts/Business Analysts/Technology Analysts pivot in this field. It's co-founded by Jatindeep Singh and Supreet Kaur, one of AI Planet's past guest speakers and a VP at Morgan Stanley.