This talk gives an overview of the Flair Framework for Natural Language Processing (NLP). It's two main features are that (1) it is very easy to use and (2) that it gets state-of-the-art accuracies on many NLP tasks. I'll give an introduction from the practitioner's side and show how Flair can be used for tasks such as Named Entity Recognition or Sentiment Analysis on your data, and show how you can train your own models. I'll also briefly cover research aspects of the framework, such as learning word and sentence representations with neural language modeling, and discuss future directions. SPEAKER:
Alan Akbik PUBLICATION PERMISSIONS:
PyData provided Coding Tech with the permission to republish PyData talks https://www.youtube.com/watch?v=5Hg18QxU6mA

React revolutionized the way most of us think about the state. No more binding, no more mess, just a beautiful unidirectional flow of data. It was great. Until your app grew. How the heck do you scale a central store of all app state? Where do you drill all the props? Why does every update go through a bazillion nested layers before it shows? React Hooks enable a new architecture. An architecture where state lives where you need it, business logic is where you use it, and anyone can understand your code without studying the whole codebase. SPEAKER: wizec is a prolific engineer, instructor, blogger, vlogger, conference speaker, and author. He's written many books including ReactForDataViz.com, Data Visualization with D3.js, the work-in-progress SeverlessHandbook.Dev, and ServerlessReact.Dev. He has trained the engineering teams from multiple Fortune 500 companies on React, Redux, GraphQL, Serverless, and other modern web technologies. PUBLICATION PERMISSIONS:
Reactive Conf Organizer provided Coding Tech with the permission to republish Reactive tech talks. CREDITS:
Original video source: https://www.youtube.com/watch?v=OJ7ZDfQ4snc https://www.youtube.com/watch?v=62AMy1QIpzk

F1 cars have a lot of hardware and software on board. In this video, I explore what hardware the cars run on, the software that powers them, and the tools used at the factories. 📚 Sources
The sources used to make this video are listed on my website:
https://savjee.be/videos/simply-explained/software-and-hardware-used-in-formula1/ Definitely check them out if you want to discover more interesting facts that didn't make it into the video. 🌍 Social
Twitter: https://twitter.com/Savjee
Facebook: https://facebook.com/Savjee
Blog: https://savjee.be ❤️ Become a Simply Explained member: https://www.youtube.com/channel/UCnxrdFPXJMeHru_b4Q_vTPQ/join https://www.youtube.com/watch?v=QuDxbjfxFfc