DagsHub

DECEMBER 11, 2023

In addition to versioning code, teams can also version data, models, experiments and more. Released in 2022, DagsHub’s Direct Data Access (DDA for short) allows Data Scientists and Machine Learning engineers to stream files from DagsHub repository without needing to download them to their local environment ahead of time.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Big Data 98

Precisely

OCTOBER 16, 2023

The cloud is especially well-suited to large-scale storage and big data analytics, due in part to its capacity to handle intensive computing requirements at scale. BI platforms and data warehouses have been replaced by modern data lakes and cloud analytics solutions.

Analytics 72

Analytics Analytics Big Data Analytics Big Data Analytics 72

AWS Machine Learning Blog

MAY 31, 2024

This begins the process of converting the data stored in the S3 bucket into vector embeddings in your OpenSearch Serverless vector collection. Note: The syncing operation can take minutes to hours to complete, based on the size of the dataset stored in your S3 bucket.

AWS 130

AWS Machine Learning Machine Learning Database 130

DagsHub

OCTOBER 23, 2024

To combine the collected data, you can integrate different data producers into a data lake as a repository. A central repository for unstructured data is beneficial for tasks like analytics and data virtualization. Data Cleaning The next step is to clean the data after ingesting it into the data lake.

Machine Learning 52

Machine Learning Machine Learning Data Lakes AI 52

The MLOps Blog

JUNE 27, 2023

Model versioning, lineage, and packaging : Can you version and reproduce models and experiments? Can you see the complete model lineage with data/models/experiments used downstream? LakeFS LakeFS is an open-source platform that provides data lake versioning and management capabilities.

Machine Learning 134

Machine Learning Machine Learning ML ML 134

The MLOps Blog

MARCH 15, 2023

If you will ask data professionals about what is the most challenging part of their day to day work, you will likely discover their concerns around managing different aspects of data before they get to graduate to the data modeling stage. Pricing It is free to use and is licensed under Apache License Version 2.0.

Data Pipeline 59

Data Pipeline ETL SQL Data Quality 59

AWS Machine Learning Blog

OCTOBER 11, 2024

Download the notebook file to use in this post. data # Assing local directory path to a python variable local_data_path = "./data/" data/" # Assign S3 bucket name to a python variable. . She assists customers by architecting enterprise data lake and ML solutions to scale their data analytics in the cloud.

Database 105

Database AWS Clustering Data Lakes 105