Visualizing Geospatial Data in Python
Been itching to pick up a new data science skill? Here’s another chance from TDI’s best and brightest! Watch our on-demand practical data science demo with instructor Ana Hocevar who demonstrated how to visualize geospatial data in Python. She used Python’s Altair library and showed off how to plot maps overlaid with spatial data in […]
Creating a web API
Have you ever wanted to learn how to create a web API? Now’s your chance to learn from the best at TDI and pick up a new data science skill! Watch our Data Science Demo Replay, where Don Fox teaches aspiring data scientists how to create a web API using Flask. In addition, you’ll learn […]
Machine Learning Model
Watch our first data science demo of 2022! This session was hosted by TDI instructor and podcast host Ana Hocevar who built a basic natural language machine learning model and deployed it as a simple web app. She covered some common tools and techniques for building a machine learning model in Python and how to […]
Data Analytics Demo
Get the insights into data analytic tools and practices with Part II of our data analytics demo: with instructor Don Fox, which focused on how to build and deploy a reporting application. Don introduces some common tools and techniques focused on how to build and deploy a reporting application. We’ll do some initial exploration of […]
Exploring Data Demo
We’ll introduce some common tools and techniques for exploring data and demonstrate how to use them to answer meaningful questions. In this 30 minute webinar, Michael will show you the steps to: Start with an analytical question, then introduce a data set Perform initial exploration of the data set, including inspecting columns, looking for missing […]
Data Science Demo – Reproducible Research
Instructor Michael Cullan introduces the how and the why of presenting results in data science. We covered some common tools and techniques for sharing interactive reports and conducting reproducible research. Michael showed us the steps to: Clean up an exploratory Jupyter notebook into a presentable report Set up a Github repository to share notebooks and […]