AWS, DataOps and Natural Language Processing

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Natural Language Processing

Authoring custom transformations in Amazon SageMaker Data Wrangler using NLTK and SciPy

AWS Machine Learning Blog

APRIL 17, 2023

We will also share some example custom code transform using other common frameworks such as NLTK, NumPy, SciPy, and scikit-learn as well as AWS AI Services. You can also choose to onboard using AWS IAM Identity Center (successor to AWS Single Sign-On) for authentication (see Onboard to Amazon SageMaker Domain Using IAM Identity Center ).

AWS

AWS ML Python ML

AIOps vs. MLOps: Harnessing big data for “smarter” ITOPs

IBM Journey to AI blog

AUGUST 12, 2024

The process includes activities such as anomaly detection, event correlation, predictive analytics, automated root cause analysis and natural language processing (NLP). Primary activities AIOps relies on big data-driven analytics , ML algorithms and other AI-driven techniques to continuously track and analyze ITOps data.

Big Data

Big Data Big Data ML ML

Data Science Current

Authoring custom transformations in Amazon SageMaker Data Wrangler using NLTK and SciPy

AIOps vs. MLOps: Harnessing big data for “smarter” ITOPs

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