Educational

Getting Started with aitextgen

Perform text-based AI training and generation using OpenAI's GPT-2 and EleutherAI's GPT Neo/GPT-3 architecture.

• Image Processing

Building an Interactive ML Web App with RAPIDS and Plot.ly

Bring data to life with NVIDIA RAPIDS and Plot.ly

• Visualization

Question-Answering Models

Run and compare different QA models with Hugging Face

• Language

Object Detection With Detectron2

Train Detectron2 on custom object detection data

• Classification

Guide to TensorFlow and Keras

Learn how to work with these fundamental DL frameworks

• TensorFlow

Fine-Tuning Shallow Neural Networks with Keras

Achieve state-of-the-art image classification without the long training times

• Keras

Working with Data in PyTorch

Master the Dataloader Class in PyTorch

• PyTorch

Optimizers in Deep Learning

Visualize and compare different optimizers like Adam, AdaGrad, and more.

• PyTorch

Attention Mechanisms in Computer Vision

Various models with attention mechanisms

• CNN

TensorFlow Callback Functions

The 10 essential callback functions in TensorFlow

• TensorFlow

Play Super Mario Bros with a Double Deep Q-Network

Train an Agent to Play Super Mario Bros

GauGAN

Adapt GauGAN for your own data

• GAN

PyTorch Tutorial: Data Parallelism

Learn how to use multiple GPUs with PyTorch

• PyTorch

PyTorch Tutorial: Autograd and Automatic Differentiation

Learn how to use the autograd package in PyTorch

• PyTorch

PyTorch Tutorial: Training a Classifier

Learn how to train an image classifier using the torchvision package in PyTorch

• PyTorch

PyTorch Tutorial: Building a Neural Network

Learn how to build a neural network from scratch using PyTorch

• PyTorch

PyTorch Tutorial: Working with Tensors

Learn the essentials of working with tensors in PyTorch

• PyTorch