Data Science Dojo

OCTOBER 31, 2024

The rise of big data technologies and the need for data governance further enhance the growth prospects in this field. Machine Learning Engineer Description Machine Learning Engineers are responsible for designing, building, and deploying machine learning models that enable organizations to make data-driven decisions.

Data Science 195

Data Science Data Scientist Machine Learning Machine Learning 195

IBM Journey to AI blog

OCTOBER 30, 2023

Businesses globally recognize the power of generative AI and are eager to harness data and AI for unmatched growth, sustainable operations, streamlining and pioneering innovation. In this quest, IBM and AWS have forged a strategic alliance, aiming to transition AI’s business potential from mere talk to tangible action.

AWS 95

AWS AI AI Data Warehouse 95

IBM Journey to AI blog

MARCH 14, 2024

The solution: IBM databases on AWS To solve for these challenges, IBM’s portfolio of SaaS database solutions on Amazon Web Services (AWS), enables enterprises to scale applications, analytics and AI across the hybrid cloud landscape. Let’s delve into the database portfolio from IBM available on AWS. 

AWS 93

AWS Database ETL AI 93

AWS Machine Learning Blog

JANUARY 13, 2023

FL doesn’t require moving or sharing data across sites or with a centralized server during the model training process. In this two-part series, we demonstrate how you can deploy a cloud-based FL framework on AWS. Participants can either choose to maintain their data in their on-premises systems or in an AWS account that they control.

AWS 94

AWS Analytics Analytics Machine Learning 94

AWS Machine Learning Blog

OCTOBER 2, 2024

In this post, we share AWS guidance that we have learned and developed as part of real-world projects into practical guides oriented towards the AWS Well-Architected Framework , which is used to build production infrastructure and applications on AWS. We focus on the operational excellence pillar in this post.

AWS 123

AWS AI AI ML 123

AWS Machine Learning Blog

AUGUST 21, 2023

You can streamline the process of feature engineering and data preparation with SageMaker Data Wrangler and finish each stage of the data preparation workflow (including data selection, purification, exploration, visualization, and processing at scale) within a single visual interface. Choose Create stack.

AWS 97

AWS Data Lakes Clustering Data Preparation 97

AWS Machine Learning Blog

FEBRUARY 20, 2025

It employs a retrieval augmented generation (RAG) approach and a combination of AWS services alongside proprietary evaluations to promptly answer most user questions about the capabilities of the Verisk PAAS platform. Arun Pradeep Selvaraj is a Senior Solutions Architect at AWS. Connect with him on LinkedIn.

AI 111

AI AI AWS Data Governance 111

AWS Machine Learning Blog

OCTOBER 20, 2023

Customers of every size and industry are innovating on AWS by infusing machine learning (ML) into their products and services. However, implementing security, data privacy, and governance controls are still key challenges faced by customers when implementing ML workloads at scale.

ML 128

ML ML AWS Data Lakes 128

Precisely

FEBRUARY 26, 2025

If pain points like these ring true for you, theres great news weve just announced significant enhancements to our Precisely Data Integrity Suite that directly target these challenges! Then, youll be ready to unlock new efficiencies and move forward with confident data-driven decision-making.

Data Governance 64

Data Governance AI AI Data Quality 64

AWS Machine Learning Blog

JANUARY 13, 2023

Because they’re in a highly regulated domain, HCLS partners and customers seek privacy-preserving mechanisms to manage and analyze large-scale, distributed, and sensitive data. To mitigate these challenges, we propose a federated learning (FL) framework, based on open-source FedML on AWS, which enables analyzing sensitive HCLS data.

AWS 90

AWS Analytics Analytics Machine Learning 90

Data Science Blog

MAY 15, 2023

Darüber hinaus können Data Governance- und Sicherheitsrichtlinien auf die Daten in einem Data Lakehouse angewendet werden, um die Datenqualität und die Einhaltung von Vorschriften zu gewährleisten. Wenn Ihre Analyse jedoch eine gewisse Latenzzeit tolerieren kann, könnte ein Data Warehouse die bessere Wahl sein.

Data Warehouse 147

Data Warehouse Data Lakes Azure AWS 147

Alation

SEPTEMBER 8, 2022

That’s why when it was announced that Alation achieved Amazon Web Services (AWS) Data and Analytics Competency in the data governance and security category, we were not only honored to receive this coveted designation, but we were also proud that it confirms the synergy — and customer benefits — of our AWS partnership.

AWS 52

AWS Analytics Analytics Data Governance 52

AWS Machine Learning Blog

JUNE 5, 2023

To simplify access to Parquet files, Amazon SageMaker Canvas has added data import capabilities from over 40 data sources , including Amazon Athena , which supports Apache Parquet. Canvas provides connectors to AWS data sources such as Amazon Simple Storage Service (Amazon S3), Athena, and Amazon Redshift. Choose Grant.

Machine Learning 92

Machine Learning Machine Learning AWS Data Lakes 92

AWS Machine Learning Blog

FEBRUARY 13, 2024

SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts. With this launch, account owners can grant access to select feature groups by other accounts using AWS Resource Access Manager (AWS RAM). Review the access policy to understand permissions granted.

AWS 128

AWS ML ML Machine Learning 128

AWS Machine Learning Blog

OCTOBER 17, 2024

Amazon EFS provides a scalable fully managed elastic NFS file system for AWS compute instances. Using this folder, users can share data between their own private spaces. This means that each user within the domain will have their own private space on the EFS file system, allowing them to store and access their own data and files.

AWS 114

AWS Data Science ML ML 114

Data Science Dojo

JULY 6, 2023

Amazon Redshift: Amazon Redshift is a cloud-based data warehousing service provided by Amazon Web Services (AWS). Amazon Redshift allows data engineers to analyze large datasets quickly using massively parallel processing (MPP) architecture. Seamless Data Integration : Connect and integrate data from diverse sources easily.

Data Engineering 195

Data Engineering Data Engineering Data Engineer Data Engineering 195

IBM Journey to AI blog

JUNE 20, 2024

This growth underscores the escalating need for robust governance frameworks that ensure AI systems are transparent, fair and comply with increasing regulatory demands. Data security and privacy Ensuring the security and privacy of data used in AI models is crucial.

AWS 55

AWS AI AI Artificial Intelligence 55

AWS Machine Learning Blog

APRIL 26, 2023

Through ML EBA, experienced AWS ML subject matter experts work side by side with your cross-functional team to provide prescriptive guidance, remove blockers, and build organizational capability for a continued ML adoption. Additionally, AWS can offer financial incentives to help offset the costs for your first ML use case.

ML 113

ML ML AWS Machine Learning 113

AWS Machine Learning Blog

JULY 23, 2024

For audio logs, choose an S3 bucket to store the logs and assign an AWS Key Management Service (AWS KMS) key for added security. The following is a sample AWS Lambda function code in Python for referencing the slot value of a phone number provided by the user. Choose Manage conversation logs. Select Selectively log utterances.

AWS 115

AWS Data Governance AI AI 115

AWS Machine Learning Blog

JULY 2, 2024

This helps maintain data privacy and security, preventing sensitive or restricted information from being inadvertently surfaced or used in generated responses. This access control approach can be extended to other relevant metadata fields, such as year or department, further refining the subset of data accessible to each user or application.

AWS 129

AWS Data Governance Database Artificial Intelligence 129

AWS Machine Learning Blog

MAY 9, 2024

These encompass a holistic approach, covering data governance, model development, ethical deployment, and ongoing monitoring, reinforcing the organization’s commitment to responsible and ethical AI/ML practices. Data governance is essential for AI applications, because these applications often use large amounts of data.

ML 130

ML ML AI AI 130

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. Data Management – Efficient data management is crucial for AI/ML platforms.

ML 116

ML ML AWS AI 116

AWS Machine Learning Blog

MAY 9, 2024

It relies on a Retrieval Augmented Generation (RAG) approach and a mix of AWS services and proprietary configuration to instantly answer most user questions about the Verisk FAST platform’s extensive capabilities. The pipeline architecture allows for iterative enhancement as Verisk FAST’s use cases evolve.

AI 130

AI AI AWS Data Governance 130

AWS Machine Learning Blog

MARCH 4, 2024

Finally, the service approach allows for a single point to implement any data governance and security policies that evolve as AI governance matures in the organization. If you interested in reading about other intriguing Amazon Bedrock applications, see the Amazon Bedrock specific section of the AWS Machine Learning Blog.

AWS 127

AWS ML ML Machine Learning 127

Dataconomy

SEPTEMBER 4, 2023

A well-documented case is the UK government’s failed attempt to create a unified healthcare records system, which wasted billions of taxpayer dollars. Downtime, like the AWS outage in 2017 that affected several high-profile websites, can disrupt business operations.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

Data Science Blog

NOVEMBER 15, 2023

Storing the Object-Centrc Analytical Data Model on Data Mesh Architecture Central data models, particularly when used in a Data Mesh in the Enterprise Cloud, are highly beneficial for Process Mining, Business Intelligence, Data Science, and AI Training. Click to enlarge!

Data Modeling 245

Data Modeling Data Models Business Intelligence Business Intelligence 245

IBM Journey to AI blog

MAY 9, 2023

The solution will help businesses harness their increasingly siloed data and apply advanced AI and analytics to derive actionable insights, all while supporting robust data governance and observability throughout the data management life cycle. The solution will also be available in AWS Marketplace.

Data Warehouse 92

Data Warehouse AWS AI AI 92

Data Science Dojo

NOVEMBER 15, 2023

The AI Expo is a great opportunity to learn from experts from companies like AWS, IBM, etc. These include the progress of AI and where it’s headed along with its use cases in several fields. and network with other professionals to understand the latest AI technologies in action.

Machine Learning 195

Machine Learning Machine Learning AI AI 195

Data Science Dojo

AUGUST 24, 2023

Observable : Metaflow provides functionality to observe inputs and outputs after each pipeline step, making it easy to track the data at various stages of the pipeline. Scalability : Metaflow easily scales workflows from local environments to the cloud and has tight integration with AWS services like AWS Batch, S3, and Step Functions.

Machine Learning 195

Machine Learning Machine Learning ML ML 195

AWS Machine Learning Blog

FEBRUARY 7, 2025

This account manages templates for setting up new ML Dev Accounts, as well as SageMaker Projects templates for model development and deployment, in AWS Service Catalog. It also hosts a model registry to store ML models developed by data science teams, and provides a single location to approve models for deployment.

ML 63

ML ML Data Scientist AWS 63

Pickl AI

OCTOBER 10, 2024

Support for Advanced Analytics : Transformed data is ready for use in Advanced Analytics, Machine Learning, and Business Intelligence applications, driving better decision-making. Compliance and Governance : Many tools have built-in features that ensure data adheres to regulatory requirements, maintaining data governance across organisations.

AWS 52

AWS Data Quality Machine Learning Machine Learning 52

Alation

APRIL 7, 2021

Powered by the industry’s broadest and deepest connectivity, the Alation Data Catalog supports data intelligence use cases across an organization’s de facto hybrid cloud environments. Alation Cloud Service is available on AWS. This ensures the catalog remains as a mission-critical foundation for data intelligence in the cloud.

Data Governance 52

Data Governance AWS Data Silos Data Lakes 52

Smart Data Collective

APRIL 24, 2023

We hear a lot about the fundamental changes that big data has brought. However, we don’t often hear about the server side of dealing with big data. Servers Play a Crucial Role in Big Data Governance In today’s digital age, the data stored on servers is critical for businesses of all sizes.

Big Data 119

Big Data Big Data Hadoop Azure 119

Julien Simon

JANUARY 9, 2024

It’s an awful bureaucratic document, as you’d expect. Articles 9 to 12 : risk management, data governance, technical documentation, record keeping. I’m done reading the 108 pages of the EU AI act. Yes, I’m that kind of person. Boring, huh? Article 6 (Classification rules for high-risk AI systems): that’s a lot of customers.

AI 52

AI AI Data Governance AWS 52

Alation

FEBRUARY 20, 2020

With an on-premise deployment, enterprises have full control over data security, data access, and data governance. Since an earthquake event can generate gigabytes of data, a company can spin up extra computing nodes, process the data, and spin down the nodes once the processing is complete.

Data Lakes 52

Data Lakes Cloud Data AWS Tableau 52

Pickl AI

OCTOBER 15, 2024

It supports both batch and real-time data processing , making it highly versatile. Its ability to integrate with cloud platforms like AWS and Azure makes it an excellent choice for businesses moving to the cloud. It offers a robust suite of data integration tools, including data governance, quality, and master data management.

ETL 52

ETL Azure AWS Data Governance 52

Alation

MAY 12, 2023

So when leading software review site TrustRadius announced that we had won their “Top Rated” awards in Data Catalog , Data Collaboration, Data Governance , and Metadata Management we were thrilled, but not surprised, since usability has been core to Alation’s product DNA since day 1. What does “Top Rated” mean?

Data Governance 52

Data Governance Tableau Power BI Business Intelligence 52