Build your first deep neural networks, and learn advanced techniques such as transfer learning.
Get started with the transformers package from Hugging Face for sentiment analysis, translation, zero-shot text classification, summarization, and named-entity recognition (English and French)
Classify dog and cat pictures with a 92% accuracy with a deep convolutional neural network.
Use transfer learning to easily classify dog and cat pictures with a 98.5% accuracy.
Learn how to use darknet to detect objects in images with YOLOv3
Got a Linux PC with an NVidia graphics card? Let's turn it into a deep learning workstation.
Find out if a text is positive or negative
Keras is easy and powerful. Give it a try by training your first neural net to classify handwritten digits.
Got a gamer PC lying around? Why not install TensorFlow to turn it into a deep learning workstation? This simple recipe will get you ready in ten minutes.
Word embedding is essential in natural language processing with deep learning. This technique allows the network to learn about the meaning of the words. In this post, we classify movie reviews in the IMDB dataset as positive or negative, and provide a visual illustration of embedding.
You would like to try deep learning but don't have a GPU? Or you don't want to install software on your computer? This tutorial is for you, as it requires no specific hardware or software.