AWS Machine Learning Blog

FEBRUARY 23, 2023

For more information about distributed training with SageMaker, refer to the AWS re:Invent 2020 video Fast training and near-linear scaling with DataParallel in Amazon SageMaker and The science behind Amazon SageMaker’s distributed-training engines. In a later post, we will do a deep dive into the DNNs used by ADAS systems.

AWS 130

AWS ML ML Machine Learning 130

AWS Machine Learning Blog

AUGUST 28, 2024

Incorporating generative artificial intelligence (AI) into your development lifecycle can offer several benefits. After establishing the connection and synchronizing data, your teams can use Amazon Q Business to perform natural language queries in the supported GitHub (Cloud) data entities, streamlining access to this information.

AWS 131

AWS Cloud Data AI AI 131

Flipboard

NOVEMBER 24, 2023

In this post, we will talk about how BMW Group, in collaboration with AWS Professional Services, built its Jupyter Managed (JuMa) service to address these challenges. For example, teams using these platforms missed an easy migration of their AI/ML prototypes to the industrialization of the solution running on AWS.

ML 153

ML ML AWS AI 153

Pickl AI

DECEMBER 26, 2024

Each platform offers unique capabilities tailored to varying needs, making the platform a critical decision for any Data Science project. Major Cloud Platforms for Data Science Amazon Web Services ( AWS ), Microsoft Azure, and Google Cloud Platform (GCP) dominate the cloud market with their comprehensive offerings.

Data Science 52

Data Science Cloud Computing Machine Learning Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. Since 2014, the company has been offering customers its Philips HealthSuite Platform, which orchestrates dozens of AWS services that healthcare and life sciences companies use to improve patient care.

ML 132

ML ML AWS AI 132

Dataconomy

JUNE 16, 2023

Gamma AI is a great tool for those who are looking for an AI-powered cloud Data Loss Prevention (DLP) tool to protect Software-as-a-Service (SaaS) applications. The business’s solution makes use of AI to continually monitor personnel and deliver event-driven security awareness training in order to prevent data theft.

AI 193

AI AI Natural Language Processing Data Classification 193

AWS Machine Learning Blog

MARCH 10, 2023

As LiDAR sensors become more accessible and cost-effective, customers are increasingly using point cloud data in new spaces like robotics, signal mapping, and augmented reality. In this series, we show you how to train an object detection model that runs on point cloud data to predict the location of vehicles in a 3D scene.

AWS 106

AWS Machine Learning Machine Learning Cloud Data 106

AWS Machine Learning Blog

AUGUST 4, 2023

As a result, businesses can accelerate time to market while maintaining data integrity and security, and reduce the operational burden of moving data from one location to another. With Einstein Studio, a gateway to AI tools on the data platform, admins and data scientists can effortlessly create models with a few clicks or using code.

AWS 98

AWS ML ML Data Scientist 98

AWS Machine Learning Blog

AUGUST 22, 2024

Amazon Q Business is a generative artificial intelligence (AI)-powered assistant designed to enhance enterprise operations. It can be tailored to your specific business needs by connecting to your company’s information and enterprise systems using built-in connectors to a variety of enterprise data sources.

AWS 125

AWS AI AI Cloud Data 125

Data Science Blog

JULY 23, 2023

Azure’s strong focus on security, compliance, and global presence, along with hybrid cloud capabilities and cost management tools, make it an ideal choice for industrial firms seeking to modernize, innovate, and improve efficiency.

Data Science 246

Data Science Azure Power BI Business Intelligence 246

Data Science Dojo

JULY 3, 2024

Big Data Technologies : Handling and processing large datasets using tools like Hadoop, Spark, and cloud platforms such as AWS and Google Cloud. Data Processing and Analysis : Techniques for data cleaning, manipulation, and analysis using libraries such as Pandas and Numpy in Python.

Data Science 150

Data Science Machine Learning Machine Learning Data Visualization 150

AWS Machine Learning Blog

NOVEMBER 27, 2023

Set up OAuth for Salesforce Data Cloud in SageMaker Canvas. Connect to Salesforce Data Cloud data using the built-in SageMaker Canvas Salesforce Data Cloud connector and import the dataset. Configure the following scopes on your connected app: Manage user data via APIs ( api ).

ML 115

ML ML AWS SQL 115

Flipboard

MARCH 22, 2023

In this post, we show how to configure a new OAuth-based authentication feature for using Snowflake in Amazon SageMaker Data Wrangler. Snowflake is a cloud data platform that provides data solutions for data warehousing to data science.

AWS 123

AWS Data Preparation Azure Data Scientist 123

Data Science Blog

NOVEMBER 15, 2023

DATANOMIQ Data Mesh Cloud Architecture – This image is animated! Central data models in a cloud-based Data Mesh Architecture (e.g. on Microsoft Azure, AWS, Google Cloud Platform or SAP Dataverse) significantly improve data utilization and drive effective business outcomes.

Data Modeling 245

Data Modeling Data Models Business Intelligence Business Intelligence 245

IBM Journey to AI blog

MAY 9, 2023

Wasonx.data will be available on premises and across multiple cloud providers, including IBM Cloud and Amazon Web Services (AWS). This builds on last year’s announcement of IBM expanding their relationship with AWS to offer IBM software as a service on AWS.

Data Warehouse 92

Data Warehouse AWS AI AI 92

IBM Journey to AI blog

MARCH 20, 2024

Here, we explore 10 top business use cases that reveal how a public cloud helps form the foundation for modern business and fuels ongoing digital transformation. What is a public cloud? A public cloud is a type of cloud computing in which a third-party service provider (e.g.,

Cloud Computing 112

Cloud Computing Internet of Things Big Data Big Data 112

Precisely

JANUARY 18, 2024

Modernize in Place (Instead of Rip and Replace) Many appreciate cloud computing because of its scalability, elasticity, and ability to offer easy access to users across the globe. With the emergence of cloud hyperscalers like AWS, Google, and Microsoft, the shift to the cloud has accelerated significantly.

AWS 52

AWS Artificial Intelligence Artificial Intelligence Cloud Computing 52

AWS Machine Learning Blog

AUGUST 4, 2023

The following steps give an overview of how to use the new capabilities launched in SageMaker for Salesforce to enable the overall integration: Set up the Amazon SageMaker Studio domain and OAuth between Salesforce and the AWS account s. The endpoint will be exposed to Salesforce Data Cloud as an API through API Gateway.

ML 98

ML ML AWS AI 98

IBM Journey to AI blog

JULY 17, 2023

” Das Kamhout, VP and Senior Principal Engineer of the Cloud and Enterprise Solutions Group at Intel Watsonx.data supports our customers’ increasing needs around hybrid cloud deployments and is available on premises and across multiple cloud providers, including IBM Cloud and Amazon Web Services (AWS).

AI 74

AI AI Machine Learning Machine Learning 74

Pickl AI

OCTOBER 15, 2024

Talend Talend is a leading open-source ETL platform that offers comprehensive solutions for data integration, data quality , and cloud data management. It supports both batch and real-time data processing , making it highly versatile. It is well known for its data provenance and seamless data routing capabilities.

ETL 52

ETL Azure AWS Data Governance 52

Pickl AI

JANUARY 31, 2025

Examples include Amazon Web Services (AWS) EC2 and Microsoft Azure. The cloud provider handles scaling and execution based on demand, enabling developers to focus solely on coding. Examples include AWS Lambda and Azure Functions.

Cloud Computing 52

Cloud Computing Azure Artificial Intelligence Artificial Intelligence 52

Alation

JULY 18, 2022

And the highlight, for us data intelligence folks, was the Databricks’ announcement that Unity Catalog , its unified governance solution for all data assets on its Lakehouse platform, will soon be available on AWS and Azure in the upcoming weeks. A simple model to control access to data via a UI or SQL.

AI 52

AI AI Data Lakes Azure 52

Chatbots Life

APRIL 30, 2024

A majority, 66%, believe that the benefits of artificial intelligence outweigh the risks. The benefits of Artificial Intelligence in manuals and roadside assistance go beyond just solving immediate problems. The data collected from these interactions is a goldmine for car companies.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

ODSC - Open Data Science

SEPTEMBER 22, 2023

Previously, he served in a number of executive roles at IBM spanning product, engineering, and sales that were focused on taking cutting-edge data science, machine learning, and AI offerings to market. Alex Watson | Co-Founder | Gretel AI Alex has been a trailblazer in the technology sector, focusing on data security and innovation.

Machine Learning 52

Machine Learning Machine Learning Data Science ML 52

IBM Journey to AI blog

SEPTEMBER 11, 2023

Db2 can run on Red Hat OpenShift and Kubernetes environments, ROSA & EKS on AWS, and ARO & AKS on Azure deployments. Db2 Warehouse SaaS, on the other hand, is a fully managed elastic cloud data warehouse with our columnar technology.

Database 101

Database SQL Data Warehouse Machine Learning 101

IBM Journey to AI blog

MAY 15, 2024

As a result, users boost pipeline performance while ensuring data security and controls. Hybrid cloud data integration Traditional data integration solutions often face latency and scalability challenges when integrating data across hybrid cloud environments.

Data Pipeline 85

Data Pipeline ETL SQL Database 85

IBM Journey to AI blog

JULY 11, 2023

Additionally, moving the cloud storage from block to object storage results in a 34x reduction in cloud storage costs. For these tests we set up two equivalent environments with 24 database partitions on two AWS EC2 nodes, each with 48 cores, 768 GB memory and a 25 Gbps network interface. Try Db2 Warehouse for free today 1.

Data Warehouse 60

Data Warehouse Database Cloud Data Big Data 60

Precisely

MAY 13, 2024

As enterprise technology landscapes grow more complex, the role of data integration is more critical than ever before. Whether it’s a cloud data warehouse or a mainframe, look for vendors who have a wide range of capabilities that can adapt to your changing needs.

Data Governance 52

Data Governance Data Pipeline Cloud Data Data Quality 52

IBM Journey to AI blog

AUGUST 3, 2023

IBM Security® Discover and Classify (ISDC) is a data discovery and classification platform that delivers automated, near real-time discovery, network mapping and tracking of sensitive data at the enterprise level, across multi-platform environments.

Azure 71

Azure Analytics Analytics Database 71

IBM Journey to AI blog

SEPTEMBER 13, 2024

Einstein 1 is going to be a major focus at Dreamforce 2024, and we’ve already seen a tremendous amount of hype and development around the artificial intelligence capabilities it provides. We have also seen a commensurate focus on Data Cloud as the tool that brings data from multiple sources to make this AI wizardry possible.

AI 49

AI AI Natural Language Processing Analytics 49

ODSC - Open Data Science

FEBRUARY 6, 2024

This open-source streaming platform enables the handling of high-throughput data feeds, ensuring that data pipelines are efficient, reliable, and capable of handling massive volumes of data in real-time. Each platform offers unique features and benefits, making it vital for data engineers to understand their differences.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

phData

JULY 18, 2023

With the birth of cloud data warehouses, data applications, and generative AI , processing large volumes of data faster and cheaper is more approachable and desired than ever. First up, let’s dive into the foundation of every Modern Data Stack, a cloud-based data warehouse.

Data Warehouse 52

Data Warehouse Analytics Analytics Cloud Data 52