🤯 EXPLODING HEAD AI
A new blog series for this AI moment.
AI is having quite the moment, and it's a great time to be building mind blowing solutions that use AI. This is a blog series intended to explore the implementation side of advanced AI on topics that are, frankly, mind blowing. We also felt a nod to Hugging Face was in order, since they are the original AI company to name themselves with an emoji.
The aim of this blog series is to provide applied techniques with code samples and/or step-by-step instructions so you can touch and feel these powerful techniques in action, and hopefully get inspired to apply them to your own solutions.
For the most part our tech stack will consists of Microsoft Azure Machine Learning, Visual Studio Code, Jupyter Notebooks and PyTorch, a whole lot of GitHub and the occasional 3rd party API when expedient.
The topics we aim to cover run the gamut of mind-blowing topics, including:
- Deep Reinforcement Learning and Inverse Reinforcement Learning
- Natural Language Processing with Deep Learning
- Embeddings - Generative AI
- Prompt Engineering
- Large Language Models (e.g., GPT 3x/4x)
- Diffusers (e.g., DALL-E, Stable Diffusion)
- Code Generation (e.g., GPT 3x) - Crossover topics that combine several mind-blowing techniques
- Diffusers applied to Reinforcement Learning
- Embeddings as the latent vector space for prompting image generation
Articles in this series
Foundation Models are Mind Blowing
Patterns in Prompt Engineering:
