Melanie is the Manager of Research Engineering at Cloudera. She is an experienced researcher with a passion for machine learning and NLP. She leverages her research skills to bridge the gap between machine learning academia and industry, making the newly possible practical.
The giant AI trend that all other trends serve in 2022 is the increased scale of artificial intelligence in organizations.
From the release of OpenAI’s DALL-E 2 image generation model to Google’s LaMDA conversation agent, the key to high-performance has been bigger models trained on more data and for far longer – all of which requires vastly more computing resources. This raises the question: how can organizations that may not have the resources of these tech giants get in and stay in the game?