The MLOps Blog

JANUARY 23, 2023

Data versioning control is an important concept in machine learning, as it allows for the tracking and management of changes to data over time. As data is the foundation of any machine learning project, it is essential to have a system in place for tracking and managing changes to data over time.

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ML Machine Learning Metadata Data Scientist 52

AWS Machine Learning Blog

AUGUST 16, 2023

It simplifies the development and maintenance of ML models by providing a centralized platform to orchestrate tasks such as data preparation, model training, tuning and validation. The sample code for a full end-to-end walkthrough is available in the GitHub repo. The following diagram illustrates the pipeline behavior with a full run.

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Metadata Data Scientist ML Python 72

deepsense.ai

NOVEMBER 14, 2023

analyze its intricate relationship with GPU inequality [4] and address how the ‘GPU-rich’ (a handful of firms with thousands of the strongest GPUs, as well as resources like data, engineers, and labelers) approach the problem of GenAI evaluation, in contrast to the harsh realities of the ‘GPU-poor’ (everyone else, really).

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Generative AI ML Prompt Engineer Prompt Engineering 83

John Snow Labs

JULY 19, 2023

This blog post explores the emerging players in the commercial large language model (LLM) landscape, namely Anthropic, Cohere, Mosaic ML, Cerebras, Aleph Alpha, AI21 Labs and John Snow Labs. In this blog post, we will dive into the fascinating ecosystem of LLM companies. billion in funding by June 2023. Known for their GPT-3.5

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LLM OpenAI Large Language Models NLP 98