IBM Journey to AI blog

AUGUST 11, 2023

It advances the scalability of ML in real-world applications by using algorithms to improve model performance and reproducibility. MLOps aims to streamline the time and resources it takes to run data science models using automation, ML and iterative improvements on each model version. What is MLOps?

Data Science 134

Data Science DevOps Machine Learning Data Scientist 134

Flipboard

NOVEMBER 24, 2023

With that, the need for data scientists and machine learning (ML) engineers has grown significantly. These skilled professionals are tasked with building and deploying models that improve the quality and efficiency of BMW’s business processes and enable informed leadership decisions.

ML 95

ML DevOps Data Scientist ML Engineer 95

Chatbots Life

MAY 16, 2023

Generative AI integration service: proposes “Embedded Generative AI” integration methodology to build Generative AI features into a client’s existing Conversational AI platform without creating a chatbot from scratch. 10Clouds is a software consultancy, development, ML, and design house based in Warsaw, Poland.

Generative AI 98

Generative AI Chatbots Conversational AI Software Development 98

Viso.ai

MARCH 29, 2024

MLflow is an open-source platform designed to manage the entire machine learning lifecycle, making it easier for ML Engineers, Data Scientists, Software Developers, and everyone involved in the process. Many machine learning projects fail to deliver practical results due to difficulties in automation and deployment.

Machine Learning 52

Machine Learning ML Automation Data Scientist 52

AWS Machine Learning Blog

MAY 15, 2024

Here, Amazon SageMaker Ground Truth allowed ML engineers to easily build the human-in-the-loop workflow (step v). The workflow allowed the Amazon Ads team to experiment with different foundation models and configurations through blind A/B testing to ensure that feedback to the generated images is unbiased. with minimal effort.

Generative AI 96

Generative AI AI AI Machine Learning 96

AWS Machine Learning Blog

APRIL 29, 2024

We then show how to set up the infrastructure stack you need to take your own data assets and pre-train or fine-tune a state-of-the-art Llama2 model on Trainium hardware. How Metaflow integrates with Trainium From a Metaflow developer perspective, using Trainium is similar to other accelerators.

ML 93

ML Python Data Scientist Deep Learning 93

AWS Machine Learning Blog

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. Lastly, we connect these together with an example LLM workload to describe an approach towards architecting with defense-in-depth security across trust boundaries.

Generative AI 116

Generative AI LLM ML AI 116