Sarcasm Detection on Tweets

Learn to Train a State-of-the-Art Model for Sarcasm Detection

tl;dr A step-by-step tutorial to train a state-of-the-art model to detect sarcasm 🙄 from tweets with a free Jupyter Notebook in the cloud. Sooo Impressive Sarcasm Detection Model on Tweets Recently Venture Beat published (and Communications of the ACM referenced) a news article titled “AI researchers made a sarcasm detection model and it’s sooo impressive” which detailed how researchers from China had come up with a “sarcasm detection AI” that “achieved state-of-the-art performance on a dataset drawn from Twitter”....

December 22, 2020 · 10 min · Eugene
Is Google Colab or Paperspace Gradient better for training ML models in the cloud on free GPUs? We say use both.

Free GPUs for Machine Learning: Google Colab vs Paperspace Gradient

tl;dr Google Colab and Paperspace Gradient both provide Jupyter notebooks with free GPUs in the cloud to code, train and test your ML models. Which is the better option? In this article we compare them. Our final answer is to use both depending on your current ML workloads and requirements. What is Google Colab and what is Paperspace Gradient? If we had to pick one particular tool that makes ML easier for everyone, it would be cloud Jupyter notebooks....

December 17, 2020 · 6 min · Eugene