AWS Machine Learning Blog

OCTOBER 24, 2024

Conventional ML development cycles take weeks to many months and requires sparse data science understanding and ML development skills. Business analysts’ ideas to use ML models often sit in prolonged backlogs because of data engineering and data science team’s bandwidth and data preparation activities.

Data Warehouse 115

Data Warehouse Machine Learning Machine Learning Cloud Data 115

Towards AI

JANUARY 28, 2024

Recapping the Cloud Amplifier and Snowflake Demo The combined power of Snowflake and Domo’s Cloud Amplifier is the best-kept secret in data management right now — and we’re reaching new heights every day. If you missed our demo, we dive into the technical intricacies of architecting it below.

ETL 111

ETL Python Database Data Preparation 111

ODSC - Open Data Science

JANUARY 26, 2024

However, we are making a few changes, most importantly, ODSC East will feature 2 co-located summits, The Data Engineering Summit , and the Ai X Generative AI Summit. In-person attendees will have access to the Ai X Generative Summit and the Data Engineering Summit.

Data Engineering 52

Data Engineering Data Engineering Data Engineer Data Engineering 52

Alation

DECEMBER 23, 2021

The elf teams used data engineering to improve gift matching and deployed big data to scale the naughty and nice list long ago , before either approach was even considered within our warmer climes. When Frizzle and Sparkle became regulars at the weekly demo, we knew Santa was getting serious about his data.

Data Governance 59

Data Governance Data Pipeline Tableau Big Data 59

Alation

AUGUST 11, 2022

Data mesh says architectures should be decentralized because there are inherent problems with centralized architectures. For example, when we centralize, all the focus goes on the data engineers. But there are only so many data engineers available in the market today; there’s a big skills shortage.

Data Warehouse 52

Data Warehouse Data Engineering Data Engineering Data Engineer 52

Snorkel AI

MAY 26, 2023

And that’s really key for taking data science experiments into production. It won’t be a long demo, it’ll be a very quick demo of what you can do and how you can operationalize stuff in Snowflake. And we view Snowflake as a solid data foundation to enable mature data science machine learning practices.

SQL 52

SQL ML ML Python 52

Snorkel AI

MAY 26, 2023

And that’s really key for taking data science experiments into production. It won’t be a long demo, it’ll be a very quick demo of what you can do and how you can operationalize stuff in Snowflake. And we view Snowflake as a solid data foundation to enable mature data science machine learning practices.

SQL 52

SQL ML ML Python 52