JournalDev

Explore the key differences between feedforward and feedback neural networks, how they work, and where each type is best applied in AI and machine learning....

We cover debugging and visualization in PyTorch. We explore PyTorch hooks, how to use them, visualize activations and modify gradients....

Explore autoencoders and convolutional autoencoders. Learn how to write autoencoders with PyTorch and see results in a Jupyter Notebook...

Learn how to migrate a live application from AWS EC2 to a DigitalOcean Droplet, with a clear, practical guide designed for minimal downtime and smooth transition....

Create a robust API rate limiter with DigitalOcean Managed Caching for Valkey. Optimize your application’s performance and manage requests effectively....

We explore an ML algorithm and examine whether Kolmogorov-Arnold Networks have the potential to replace Multi-layer Perceptrons....

Explore BART (Bidirectional and Auto-Regressive Transformers), a powerful seq2seq model for NLP tasks like text summarization and generation....

In this article, we discuss the capabilities of two popular OpenAI models now available on the DigitalOcean GenAI Platform: GPT-4o and GPT-4o mini....

Conduct auditory classification within a Jupyter Notebook using TensorFlow. Learn about signal processing and techniques for audio classification....