Nick Burch – Taking AI/ML to the next level: Text!

93 Aufrufe

  • Danke für die Bewertung! Teile es mit Deinen Freunden!

    Danke für Deine Bewertung!

admin
Published
Classifying images into Cats or Hotdogs may make for great AI demos, but for many of us, it has limited $DAYJOB uses. What if you have loads of documents, or inconsistently-written text, or a mash of information? Fear not - the latest AI / ML techniques for text can help!

With the help of Apache MXNet, scikit-learn, ElasticSearch and friends, we'll progress from a simple text-based ML system, to an advanced system with full linguistic understanding. We'll also cover some key concepts around building AI / ML systems, and some of the pitfalls that beginners risk encountering. Full example code provided!

Along the way, we'll look at why text has historically been hard AI / ML, what the latest techniques are, and then Open Source libraries / frameworks implementing them.

Thanks to the magic of cloud-hosted notebooks, you can follow along with the code as we go, and try some live coding if we all dare!

Speaker:
Nick Burch – https://2021.berlinbuzzwords.de/member/nick-burch

More: https://2021.berlinbuzzwords.de/session/taking-aiml-next-level-text
Kategorien
Corona Virus aktuelle Videos Gesundheits Tipps
Kommentare deaktiviert.

Als nächstes

Яндекс.Метрика Top.Mail.Ru