Data Demo: Navigating the Landscape of Machine Learning Operations
Discover how you can navigate the expansive world of Machine Learning Operations and learn the basics of MLOps in this new data demo! MLOps is a collection of best practices for putting machine learning models into production and then maintaining those models in production. In this comprehensive data demo, you’ll learn how MLOps spans the […]
Data Demo: Unleashing the Power of ChatGPT in Python
Discover how you can harness the potential of language models in your projects. During this demo, we will provide you with a quick yet comprehensive overview of ChatGPT, a large language model trained by OpenAI. You’ll learn how ChatGPT can transform the way you interact with text and assist in extracting valuable information for a […]
Data Demo: Exploring SQL with Datasette
You asked, we listened! We’ve gotten lots of requests to learn more about SQL, so thought it was time to feature a data demo on how to explore SQL with other tools. SQL databases are great tools for data analysis, but traditional SQL database engines are overkill for personal use. SQLite is a powerful engine […]
Data Demo: Testing Your Code with Pytest
Ready to learn some more fundamental data science skills you can utilize on your journey to becoming a data scientist or data engineer? Watch this step-by-step data science demo how to test your code with Pytest! When we write code, we want to make sure it is working correctly. This is particularly important when we’re collaborating […]
Data Demo: Git and How to Use It
Ready to learn some more fundamental data science skills you can utilize on your journey to becoming a data scientist or data engineer? Watch this step-by-step data science demo about Git and how to use it! Git is a version control system; it provides a set of tools to track the evolution of source code. It […]
Data Demo – Using SQL in Python
Take your learning on the go during a practical data science demo with instructor Rich Ott. Often, the data we need is in a relational database that we can access with SQL. While it’s possible to use a separate utility to connect to the database and save the data to a file, we’ll want to […]
Data Demo – Python Optimization
Take your learning on the go during a practical data science demo with instructor Ana Hocevar who will demonstrate optimization in Python. You’ll learn how to use Python’s SciPy library to find an optimum when we have a quantity we want to maximize (such as revenue) or minimize (some cost, an error rate, etc) while subject […]
GNU Make
Learn some basics about GNU Make, which is a tool that controls the generation of executables and other non-source files of a program from the program’s source files. Make gets its knowledge of how to build your program from a file called the makefile, which lists each of the non-source files and how to compute […]
Github’s REST API
We’re back again with a new data demo to teach you some fundamental skills you can utilize on your journey as a data scientist (or data engineer). Maybe you’ve heard the term Web APIs in your research, but for those just starting out, Web APIs are a way of communicating and obtaining data from web-based […]