- Видео 12
- Просмотров 63 217
Kaggler TV
США
Добавлен 29 дек 2019
DISCLAIMER: Kaggler TV is not affiliated with Kaggle Inc.
Made by Kagglers and for Kagglers.
Kaggler TV shares videos about machine learning competitions (e.g. Kaggle competitions) and data science career development.
It uploads a video a week at 10am on Sunday Pacific Time.
To request a content, please visit Kaggler TV Schedule at github.com/kaggler-tv/kaggler-tv-schedule/, and submit an issue.
Made by Kagglers and for Kagglers.
Kaggler TV shares videos about machine learning competitions (e.g. Kaggle competitions) and data science career development.
It uploads a video a week at 10am on Sunday Pacific Time.
To request a content, please visit Kaggler TV Schedule at github.com/kaggler-tv/kaggler-tv-schedule/, and submit an issue.
Tips for Winning Medals at Vision Competitions #2 - Stochastic Weight Averaging
Tips for Winning Medals at Vision Competitions #2 - Stochastic weight averaging
In this video, Master Kaggler, Youhan Lee, introduces the Stochastic Weight Averaging (SWA) technique used at various deep learning competitions.
Paper: Averaging Weights Leads to Wider Optima and Better Generalization (arxiv.org/abs/1803.05407)
Thanks to the authors for the great research. :)
Demo code in the video is available at GitHub below:
github.com/kaggler-tv/codes
English subtitle is available. Please turn it on from the setting.
Thanks for watching.
In this video, Master Kaggler, Youhan Lee, introduces the Stochastic Weight Averaging (SWA) technique used at various deep learning competitions.
Paper: Averaging Weights Leads to Wider Optima and Better Generalization (arxiv.org/abs/1803.05407)
Thanks to the authors for the great research. :)
Demo code in the video is available at GitHub below:
github.com/kaggler-tv/codes
English subtitle is available. Please turn it on from the setting.
Thanks for watching.
Просмотров: 3 240
Видео
Tips for Winning Medals at Vision Competitions #1 - Cutmix at BengaliAI
Просмотров 2,3 тыс.4 года назад
Tips for Winning Medals at Vision Competitions #1 - Cutmix at BengaliAI In this video, Master Kaggler, Youhan Lee, introduces the Cutmix technique used at the BengaliAI competition. Cutmix Paper: Cutmix: Regularization strategy to train strong classifiers with localizable features (bit.ly/2UMRojX) Thanks to Naver Clova AI for the great research. :) You can see the code of the video at GitHub be...
Trends of Confirmed COVID-19 Cases across Countries
Просмотров 5964 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Made by Kagglers, for Kagglers. This is the trend of COVID-19 with a bar chart race. The code is available at Kaggle Notebook: www.kaggle.com/youhanlee/comfirmed-bar-chart-race-depending-on-country Thanks for watching. We hope that it gets better soon. Please stay healthy and safe. Sincerely, Youhan Lee (www.kaggle.com/youhanlee) On beh...
Starting a Data Science Career - Challenges and Strategies
Просмотров 7804 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #8: Starting a Data Science Career - Challenges and Strategies Made by Kagglers, for Kagglers. Kaggler TV uploads one video a week every Sunday. You can find the schedule and request for contents at Kaggler TV GitHub: github.com/kaggler-tv/kaggler-tv-schedule Thanks for watching.
Command Line Tools for DS #1 - tmux
Просмотров 7424 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #7: Command Line Tools for DS #1 - tmux Made by Kagglers, for Kagglers. Kaggler TV uploads one video a week every Sunday by 10am Pacific Time. You can find the schedule and request for contents at Kaggler TV GitHub: github.com/kaggler-tv/kaggler-tv-schedule Thanks for watching.
How to Manage Kaggle Competitions 2/2 - How to Organize & Share Files
Просмотров 1,5 тыс.4 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #6: How to Manage Kaggle Competitions 2/2 - How to Organize & Share Files References: - Blog Post on Kaggler Competition Pipeline: kaggler.com/2020/02/19/kaggler-pipeline.html - Best of the Big Three: Dropbox vs. Google Drive vs. OneDrive: www.cloudwards.net/dropbox-vs-google-drive-vs-onedrive/ - Amazon S3 vs. Azure Storage vs. ...
How to Manage Kaggle Competitions 1/2 - Code & Tasks
Просмотров 1,8 тыс.4 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #5: How to Manage Kaggle Competitions 1/2 - Code & Tasks - GitHub repo used in the demo: github.com/jeongyoonlee/cat-in-the-dat-ii Made by Kagglers, for Kagglers. Kaggler TV uploads one video a week every Sunday by 10am Pacific Time. You can find the schedule and request for contents at Kaggler TV GitHub: github.com/kaggler-tv/k...
Kaggle Competition Pipeline Demo
Просмотров 6 тыс.4 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #4: Kaggle Competition Pipeline Demo - Comments are available in the subtitle. Please turn on the subtitle. - Kaggler pipeline template: github.com/jeongyoonlee/kaggler-template - GitHub repo used in the demo: github.com/jeongyoonlee/cat-in-the-dat-ii - Blog post about the pipeline: kaggler.com/2015/09/21/kagglers-toolbox.html -...
How to Become a Competition Master at Kaggle
Просмотров 25 тыс.4 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #3: How to Become a Competition Master at Kaggle Made by Kagglers, for Kagglers. Kaggler TV uploads one video a week every Sunday at 10am Pacific Time. You can find the schedule and request for contents at Kaggler TV GitHub: github.com/kaggler-tv/kaggler-tv-schedule Thanks for watching.
How to Start a Kaggle Competition - for Beginners
Просмотров 18 тыс.4 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #2: How to Start a Kaggle Competition - for Beginners Made by Kagglers, for Kagglers. Kaggler TV uploads one video a week every Sunday at 10am Pacific Time. You can find the schedule and request for contents at Kaggler TV GitHub: github.com/kaggler-tv/kaggler-tv-schedule Thanks for watching.
ML Competition Intro - Why You Should Compete
Просмотров 1,4 тыс.4 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #1: ML Competition Intro - Why You Should Compete References: * "Shifting Careers to Autonomous Vehicles" by Vladmir: bit.ly/kaggler-tv-vladmir * "How I Found My Current Job" by Konstantinos: bit.ly/kaggler-tv-konstantinos Made by Kagglers, for Kagglers. Kaggler TV uploads one video a week every Sunday at 10am Pacific Time. You ...
Kaggler TV Intro
Просмотров 1,9 тыс.4 года назад
DISCLAIMER: Kaggler TV is not affiliated with Kaggle. Inc. Episode #0: Introduction to Kaggler TV. Made by Kagglers, for Kagglers. Kaggler TV uploads one video a week every Sunday at 10am Pacific Time. You can find the schedule and request for contents at Kaggler TV GitHub: github.com/kaggler-tv/kaggler-tv-schedule Thanks for watching.