Hanselminutes with Scott Hanselman

This week on the show Scott talks to Data Scientist and AI expert Paige Bailey. What's the difference between machine learning and deep learning? Do I need to learn R and Python to use machine learning models? Do models need to deploy regularly or can I use them forever? All these questions and more, this week!

We all remember when we first saw Etherpad or Google Docs and could type in an online document while another remote person typed in the same doc. It's magic! Fast forward and soon we can share entire code workspaces and debugging sessions using languages and frameworks that aren't even installed on our machines? Scott talks to compiler nerd Amanda Silver about how Visual Studio's Live Share goes far beyond "text editor sharing" to something deeply technically interesting.

Progressive Web Apps are experiences that combine the best of the web and the best of apps! Does your app work offline or in low-bandwidth situations? What are the best practices that you can add in to your existing websites that would progressively turn them into a PWA?

Sea of Thieves is a massively multiplayer AAA game coming soon for the Xbox One...and it's one of the few video games that is created using Continuous Delivery. The game is always shippable. How is this possible? What kinds of challenges do they run into? What can we learn from their experience?

Camille Eddy has worked on Robotics and Hardware nearly her whole life. Now she's turning her gaze to how AI and machine learning. In this episode she gets Scott up to speed about how AI/ML work and how cultural bias can teach computers how to think...wrong. What can we do to prevent bias from creeping into our algorithms?

There's a lot of talk about "full stack" developers, and many of us specialize while watching others successfully navigate multiple stacks. Kamilah Taylor has moved across multiple tech stacks in her career, from Back to Find, Java to Swift, USB Drivers to iOS UI. What can we learn from her experience?

Axiom Verge is an indie Metroidvania video game created by Thomas Happ...written on his own in nights and weekends! Written in C# and Monogame, Axiom Verge is now on PlayStation 4, Windows, OS X, Linux, Vita, Wii U, Xbox One, and Nintendo Switch! Scott talks to Thomas about how one starts a herculean effort like this...and succeeds!

Mike Brocchi teaches Scott about the usefulness and architecture of the Angular CLI, and about the proliferation of CLIs (Command Line Interfaces) in general. What's the best way for you to create a new web app, and what can you do with the Angular CLI?

As a working professional model, Rian Buckley saw a problem, and started a tech company to solve it. A single code that doesn't indicate a piece of clothing's size, but rather its fit. Now she needs to get clothing retailers to adopt it! Scott talks with Rian about the skills she's developed as an NCAA athlete, model, and now tech CEO.

Rachel Nabors is a cartoonist, artist, and web developer and web animation expert. Her new book "Animation at Work" isn't just a book on HOW to use animation - it's a book on WHY to use it. By understanding the human visual processing system, you can design delightful animation that works to ease cognitive load!