ODSC - Open Data Science

FEBRUARY 17, 2023

Cloud Computing, APIs, and Data Engineering NLP experts don’t go straight into conducting sentiment analysis on their personal laptops. BERT is still very popular over the past few years and even though the last update from Google was in late 2019 it is still widely deployed.

Data Science 111

Data Science Deep Learning Deep Learning Natural Language Processing 111

phData

MAY 25, 2023

One big issue that contributes to this resistance is that although Snowflake is a great cloud data warehousing platform, Microsoft has a data warehousing tool of its own called Synapse. In a perfect world, Microsoft would have clients push even more storage and compute to its Azure Synapse platform.

Power BI 84

Power BI Analytics Analytics Azure 84

DagsHub

DECEMBER 11, 2023

It does not support the ‘dvc repro’ command to reproduce its data pipeline. DVC Released in 2017, Data Version Control ( DVC for short) is an open-source tool created by iterative. Adding new data to the storage requires pulling the existing data, then calculating the new hash before pushing back the whole data.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Data Science 98

phData

JANUARY 31, 2024

Utilizing Streamlit as a Front-End At this point, we have all of our data processing, model training, inference, and model evaluation steps set up with Snowpark. Streamlit, an open-source Python package for building web-apps, has grown in popularity since its launch in 2019. Let’s continue by creating a front-end to enable analysts.

Machine Learning 52

Machine Learning Machine Learning Python Data Scientist 52

The MLOps Blog

MARCH 20, 2023

However, in scenarios where dataset versioning solutions are leveraged, there can still be various challenges experienced by ML/AI/Data teams. Data aggregation: Data sources could increase as more data points are required to train ML models. Existing data pipelines will have to be modified to accommodate new data sources.

ML 59

ML ML Machine Learning Machine Learning 59

The MLOps Blog

FEBRUARY 27, 2025

Think about it this way: it is easy to integrate GDPR-compliant services like ChatGPTs enterprise version or to use AI models in a law-compliant way through platforms such as Azures OpenAI offering , as providers take the necessary steps to ensure their platforms are compliant with regulations.

Machine Learning 64

Machine Learning Machine Learning AI AI 64

AWS Machine Learning Blog

SEPTEMBER 11, 2024

The Inferentia chip became generally available (GA) in December 2019, followed by Trainium GA in October 2022, and Inferentia2 GA in April 2023. High demand has risen from a range of sectors, including crypto mining, gaming, generic data processing, and AI. All the way through this pipeline, activities could be accelerated using PBAs.

AWS 117

AWS ML ML Clustering 117