AWS Machine Learning Blog

SEPTEMBER 28, 2023

Each request/response interaction is facilitated by the AWS SDK and sends network traffic to Amazon Lex (the NLP component of the bot). Shuyu Yang is Generative AI and Large Language Model Delivery Lead and also leads CoE (Center of Excellence) Accenture AI (AWS DevOps professional) teams.

Generative AI 95

Generative AI Large Language Models Artificial Intelligence Artificial Intelligence 95

Heartbeat

MARCH 19, 2024

It involves establishing a standard workflow for training LLMs, fine-tuning (hyper) parameters, deploying them, and collecting and analyzing data (aka response monitoring). However, you must be careful to avoid data privacy scandals by gaining their consent. However, selecting an LLM that best fits your project is no walk in the park.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Natural Language Processing 52

Bugra Akyildiz

NOVEMBER 20, 2022

AI for DevOps to infuse AI/ML into the entire software development lifecycle to achieve high productivity. SystemDS is an open source ML system for the end-to-end data science lifecycle from data integration, cleaning, and feature engineering, over efficient, local and distributed ML model training, to deployment and serving.

ML 52

ML ETL Data Science DevOps 52

The MLOps Blog

OCTOBER 3, 2023

I switched from analytics to data science, then to machine learning, then to data engineering, then to MLOps. For me, it was a little bit of a longer journey because I kind of had data engineering and cloud engineering and DevOps engineering in between. You shifted straight from data science, if I understand correctly.

ML 52

ML Data Scientist Machine Learning Data Science 52