Pydata Berlin Meetup February 2021: Bulk Labelling
Let's say you want to start working on a chatbot. Then the likely issue won't be that you don't have enough deep learning models that you can pip install. The real problem is probably that you don't have proper training data to start with. It's a precious moment in time to take serious, but what tools can we use for this?
In this talk I would like to share some techniques/tools that I've been working on for this use-case. The goal won't be to have a gold-standard right away. Instead the goal is to bootstrap as quickly as possible. During the talk I'll do some live-coding and I'll highlight some tools that I've open sourced that might help you bulk-label.
www.pydata.org
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.
Видео Pydata Berlin Meetup February 2021: Bulk Labelling канала PyData
In this talk I would like to share some techniques/tools that I've been working on for this use-case. The goal won't be to have a gold-standard right away. Instead the goal is to bootstrap as quickly as possible. During the talk I'll do some live-coding and I'll highlight some tools that I've open sourced that might help you bulk-label.
www.pydata.org
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.
Видео Pydata Berlin Meetup February 2021: Bulk Labelling канала PyData
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
![Vincent Warmerdam - Human-Learn: Let's Draw Machine Learning Models and Train Humans Instead](https://i.ytimg.com/vi/ADFeclyd4LY/default.jpg)
![Tamara Louie: Applying Statistical Modeling & Machine Learning to Perform Time-Series Forecasting](https://i.ytimg.com/vi/JntA9XaTebs/default.jpg)
![PyTorch Beginner Tutorial - Training an Image Classification Model and putting it online!](https://i.ytimg.com/vi/k1GIEkzQ8qc/default.jpg)
![CARNIVAL SCAM SCIENCE- and how to win](https://i.ytimg.com/vi/tk_ZlWJ3qJI/default.jpg)
![The Insane Biology of: The Octopus](https://i.ytimg.com/vi/mFP_AjJeP-M/default.jpg)
![Fabian Krause: Quantamental Investing - the future of finance | PyData London 2019](https://i.ytimg.com/vi/PMm-Lqto33Q/default.jpg)
![But what is a neural network? | Chapter 1, Deep learning](https://i.ytimg.com/vi/aircAruvnKk/default.jpg)
![Dave Nielsen: Top 5 uses of Redis as a Database | PyData Seattle 2015](https://i.ytimg.com/vi/jTTlBc2-T9Q/default.jpg)
![James Powell: So you want to be a Python expert? | PyData Seattle 2017](https://i.ytimg.com/vi/cKPlPJyQrt4/default.jpg)
![Mars Science Laboratory Curiosity Rover Animation](https://i.ytimg.com/vi/P4boyXQuUIw/default.jpg)
![James Powell: Design Principles | PyData DC 2016](https://i.ytimg.com/vi/bh8QVDaroYE/default.jpg)
![32nd PyData Cambridge Meetup - 30/June/2021](https://i.ytimg.com/vi/DsT1egjnK_Q/default.jpg)
![Top 10 Highest Paying Jobs For 2021 | Highest Paying IT Jobs in 2021 | Best IT Jobs 2021 | Edureka](https://i.ytimg.com/vi/314gRCdFkmg/default.jpg)
![Ivan Bilan: Understanding and Applying Self-Attention for NLP | PyData Berlin 2018](https://i.ytimg.com/vi/OYygPG4d9H0/default.jpg)
![WORLD'S BEST TREE FELLING TUTORIAL! Way more information than you ever wanted on how to fell a tree!](https://i.ytimg.com/vi/nLIEYvHMS8U/default.jpg)
![AutoML - Paco Nathan | PyData Hamburg May 2021](https://i.ytimg.com/vi/7oW49Ulr4cY/default.jpg)
![Sako Arts and Dorian Groen GANs: Battling COVID and Sacred for ML Experimentation: PyData Eindhoven](https://i.ytimg.com/vi/vy_M0kI2D1g/default.jpg)
![PyData Tel Aviv Meetup: Contextual Bandit for Pricing - Daniel Hen & Uri Goren](https://i.ytimg.com/vi/sVpwtj4nSfI/default.jpg)
![Image Classification with PyTorch](https://i.ytimg.com/vi/zFA8Cm13Xmk/default.jpg)
![Ian Ozsvald - Making Pandas Fly | PyData Fest Amsterdam 2020](https://i.ytimg.com/vi/N4pj3CS857c/default.jpg)