SHAP opens up the ML black box by providing feature attributions for every prediction of every model. Being a relatively new method (arxiv.org/abs/[masked]) , SHAP is gaining popularity extremely quickly thanks to its user-friendly API and theoretical guarantees. In this talk I will guide your intuition through the exciting theory SHAP is based on, and demonstrate how SHAP values can be aggregated to understand model behavior. Throughout the talk I will present real-life examples for using SHAP in the fraud detection domain at PayPal, and in the medical domain as provided by the SHAP authors’. EVENT:
PyData Tel Aviv 2020 SPEAKER:
Adi Watzman PUBLICATION PERMISSIONS:
PyData provided Coding Tech with the permission to republish PyData talks. CREDITS:
Original video source: https://www.youtube.com/watch?v=0yXtdkIL3Xk https://www.youtube.com/watch?v=1YWDcGTVkyM

Gio is a new open source Go library for writing immediate mode GUI programs that run on all the major platforms: Android, iOS/tvOS, macOS, Linux, Windows and WebAssembly. The talk will cover Gio’s unusual design and how it achieves simplicity, portability and performance. EVENT:
GopherCon UK 2019 SPEAKER:
Elias Naur PUBLICATION PERMISSIONS:
Original video was published with the Creative Commons Attribution license (reuse allowed) ATTRIBUTION CREDITS:
Original video source: https://www.youtube.com/watch?v=PxnL3-Sex3o https://www.youtube.com/watch?v=faySIH26NCs

GraphQL is an incredible technology. It provides developers with concrete, solid guarantees at the API layer, preventing surprises when interacting with client-server applications. REST has been often criticized as weaker in this regard, since it is not a formal specification. This talk explores working with similar (if not better) contractually-sound REST APIs in a React application using powerful new tooling. EVENT:
Talk recording from React Day Berlin Conference 2019 https://reactday.berlin SPEAKER:
Tejas Kumar PUBLICATION PERMISSIONS:
Conference Organizer provided Coding Tech with the permission to republish conference talk videos. CREDITS:
Original video source: https://www.youtube.com/watch?v=CWO6U7jaO20 https://www.youtube.com/watch?v=-T0Gov8SHHQ