Towards AI

JANUARY 3, 2024

Photo by Annie Spratt on Unsplash Information extraction is the process of automating the retrieval of specific information related to a specific topic from a collection of texts or documents. Large language models can easily extract information regarding attributes given a context and a schema.

Natural Language Processing 119

Natural Language Processing Machine Learning Machine Learning AWS 119

AWS Machine Learning Blog

NOVEMBER 25, 2024

Enterprises face significant challenges accessing and utilizing the vast amounts of information scattered across organization’s various systems. We provide a step-by-step guide for the Azure AD configuration and demonstrate how to set up the Amazon Q connector to establish this secure integration.

Azure 79

Azure AWS Natural Language Processing AI 79

Data Science Dojo

APRIL 26, 2024

The model will be available on multiple platforms, including AWS, Databricks, Google Cloud, Hugging Face, Kaggle, IBM WatsonX, Microsoft Azure, NVIDIA NIM, and Snowflake. The large context window offers improved insights for the LLM to portray a better understanding of data and contextual information within it.

AI 417

AI AI Natural Language Processing Azure 417

Data Science 101

JANUARY 17, 2020

Azure Machine Learning Datasets Learn all about Azure Datasets, why to use them, and how they help. AI Powered Speech Analytics for Amazon Connect This video walks thru the AWS products necessary for converting video to text, translating and performing basic NLP. Very Informative! Thanks for reading.

Cloud Data 120

Cloud Data Data Science Azure ETL 120

AWS Machine Learning Blog

SEPTEMBER 20, 2023

For example, you might have acquired a company that was already running on a different cloud provider, or you may have a workload that generates value from unique capabilities provided by AWS. We show how you can build and train an ML model in AWS and deploy the model in another platform.

ML 124

ML ML Azure AWS 124

Data Science 101

FEBRUARY 22, 2020

This weeks news includes information about AWS working with Azure, time-series, detecting text in videos and more. Amazon Redshift now supports Authentication with Microsoft Azure AD Redshift, a data warehouse, from Amazon now integrates with Azure Active Directory for login. Welcome to Cloud Data Science 8.

Cloud Data 103

Cloud Data Data Science Power BI Azure 103

AWS Machine Learning Blog

JANUARY 22, 2025

Advancements in multi-modal large language models (MLLMs), like Anthropics state-of-the-art Claude 3 , offer cutting-edge computer vision techniques, enabling Anthropics Claude to interpret visual information and understand the relationships, activities, and broader context depicted in images.

AWS 107

AWS AI AI Machine Learning 107

Flipboard

MARCH 7, 2023

It allows you to build communities of interest, gather ideas and feedback, and keep everyone informed. We’re excited to announce that you can now use the Amazon Kendra connector for Yammer to search information stored in Yammer. Run a sample query to get information. Basic knowledge of AWS. Create an Amazon Kendra index.

Azure 123

Azure AWS Machine Learning Machine Learning 123

Analytics Vidhya

FEBRUARY 7, 2023

Gather the information you need to make the best […] The post Types of Cloud Computing Platforms appeared first on Analytics Vidhya. This blog post will overview the different cloud platform types, their benefits, and their uses.

Cloud Computing 328

Cloud Computing Analytics Analytics Azure 328

Data Science Dojo

JUNE 30, 2023

To help you make an informed decision and streamline your research, we’ve organised this series to let the statistics speak for themselves. Their comprehensive training aims to make data science accessible to everyone, offering hands-on experience in practical data science topics such as R programming, AWS, and Azure tools.

Data Science 195

Data Science Data Mining Data Mining Data Mining 195

AWS Machine Learning Blog

JANUARY 25, 2024

You can use Amazon Q to have conversations, solve problems, generate content, gain insights, and take action by connecting to your company’s information repositories, code, data, and enterprise systems. For more information, see Introducing Amazon Q, a new generative AI-powered assistant (preview). Region Launch Stack N.

AWS 136

AWS Azure AI AI 136

Data Science 101

DECEMBER 27, 2019

Here are the few bits of information I could find. AWS Deep Learning Containers now support Tensorflow 2.0 AWS Deep Learning Containers are docker images which are preconfigured for deep learning tasks. An intro to Azure FarmBeats An innovative idea to bring data science to farmers. Now they support Tensorflow 2.0.

Cloud Data 86

Cloud Data Data Science Deep Learning Deep Learning 86

Analytics Vidhya

MARCH 28, 2024

Introduction In the fast changing world of big data processing and analytics, the potential management of extensive datasets serves as a foundational pillar for companies for making informed decisions. It helps them to extract useful insights from their data.

Big Data 290

Big Data Big Data Analytics Analytics 290

Mlearning.ai

APRIL 24, 2023

Learning about the framework of a service cloud platform is time consuming and frustrating because there is a lot of new information from many different computing fields (computer science/database, software engineering/developers, data science/scientific engineering & computing/research).

Azure 52

Azure SQL Database Python 52

AWS Machine Learning Blog

JULY 25, 2024

With Amazon Q, you can quickly find answers to questions, generate summaries and content, and complete tasks by using the information and expertise stored across your company’s various data sources and enterprise systems.

Azure 103

Azure AWS AI AI 103

Data Science Blog

NOVEMBER 15, 2023

The database for Process Mining is also establishing itself as an important hub for Data Science and AI applications, as process traces are very granular and informative about what is really going on in the business processes. This is something we can literally objectify! DATANOMIQ Data Mesh Cloud Architecture – This image is animated!

Data Modeling 245

Data Modeling Data Models Business Intelligence Business Intelligence 245

AWS Machine Learning Blog

SEPTEMBER 19, 2024

Amazon Bedrock Knowledge Bases provides foundation models (FMs) and agents in Amazon Bedrock contextual information from your company’s private data sources for Retrieval Augmented Generation (RAG) to deliver more relevant, accurate, and customized responses. For more information, see Tag resources. Choose Next.

AWS 91

AWS Azure Database ML 91

Dataversity

JULY 16, 2021

Google Cloud Platform vs. AWS: What’s the deal? A while back, we also asked the same question about Azure vs. AWS. After the release of the latest earnings reports a few weeks ago from AWS, Azure, and GCP, it’s clear that Microsoft is continuing to see growth, Amazon is […].

AWS 52

AWS Azure Database Machine Learning 52

ODSC - Open Data Science

FEBRUARY 27, 2025

MongoDB has announced its acquisition of Voyage AI, a leader in embedding and reranking models, in a move to enhance AI-powered applications with improved information retrieval. The acquisition comes at a time when AI adoption faces challenges due to hallucinations instances where models generate false or misleading information.

AI 52

AI AI Database Azure 52

Flipboard

MARCH 22, 2023

Snowflake is an AWS Partner with multiple AWS accreditations, including AWS competencies in machine learning (ML), retail, and data and analytics. With this new feature, you can use your own identity provider (IdP) such as Okta , Azure AD , or Ping Federate to connect to Snowflake via Data Wrangler.

AWS 123

AWS Data Preparation Azure Data Scientist 123

Data Science 101

FEBRUARY 29, 2020

Azure Sphere for IoT security goes GA This is a comprehensive security solution for IoT. Amazon Transcribe can now remove PII Amazon Trascribe is a speech recognition service and it now provides the ability to automatically remove Personally Identifiable Information (PII). The event is Monday, March 2, 2020 at 9am PST. and MXNet 1.6.0.

Cloud Data 106

Cloud Data Data Science SQL Deep Learning 106

AWS Machine Learning Blog

JULY 29, 2024

The solution approach respects users’ existing identities, roles, and permissions by enabling identity crawling and access control lists (ACLs) on the Amazon Q Business connector for SharePoint Online using secure credentials facilitated through AWS Secrets Manager. Only the data the user has access to is used to support the user query.

Azure 108

Azure AWS Artificial Intelligence Artificial Intelligence 108

Data Science Dojo

MAY 25, 2023

SaaS apps may expose users to the following threats: Issues with compliance Lax rules for permitted use Unstable settings Potentially still-accessible inactive users SSPM security gives businesses the power they need to safeguard important corporate information that resides across many apps, as well as sometimes personal information.

Azure 195

Azure Power BI AWS Analytics 195

Smart Data Collective

OCTOBER 19, 2022

You can only deploy DynamoDB on Amazon Web Services (AWS), and it does not support on-premise deployments. With DynamoDB, you are essentially locked into AWS as your cloud provider. MongoDB is deployable anywhere, and the MongoDB Atlas database-as-a-service can be deployed on AWS, Azure, and Google Cloud Platform (GCP).

Big Data 132

Big Data Big Data Database AWS 132

AWS Machine Learning Blog

APRIL 18, 2023

Amazon Kendra is an intelligent search service powered by machine learning (ML), enabling organizations to provide relevant information to customers and employees, when they need it. Additionally, you can now choose to use identity or ACL information to make your searches more granular. Run a sample query to get the information.

AWS 87

AWS Azure Machine Learning Machine Learning 87

ODSC - Open Data Science

OCTOBER 27, 2023

These documents often contain vital information that drives timely decision-making, essential for ensuring top-tier customer satisfaction, and reduced customer churn. As such, there are a number of different ways information from all these varying types of documents can be extracted.

AWS 98

AWS AI AI Data Science 98

Dataconomy

SEPTEMBER 4, 2023

By tapping into the power of cloud technology, organizations can efficiently analyze large datasets, uncover hidden patterns, predict future trends, and make informed decisions to drive their businesses forward. Descriptive analytics often involves data visualization techniques to present information in a more accessible format.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

AWS Machine Learning Blog

FEBRUARY 29, 2024

The SageMaker Studio domains are deployed in VPC only mode, which creates an elastic network interface for communication between the SageMaker service account (AWS service account) and the platform account’s VPC. This process of ordering a SageMaker domain is orchestrated through a separate workflow process (via AWS Step Functions ).

AWS 123

AWS AI AI Data Scientist 123

Dataconomy

JUNE 16, 2023

” Read the text and put your information in empty boxes. If you want to keep your information safe online, you might want to check out DLP solutions like Gamme AI ( Image Credit ) Advantages of DLP SaaS solutions Benefits of AI-driven DLP SaaS solutions include: They are simple to setup and manage and are cloud-based.

AI 193

AI AI Natural Language Processing Data Classification 193

Data Science Connect

JANUARY 27, 2023

Get experience with cloud computing: Cloud computing has become increasingly popular in recent years, and data engineers need to be familiar with cloud services like AWS, Azure, and GCP in order to store and process large amounts of data.

Data Engineer 130

Data Engineer Data Engineering Data Engineering Data Engineering 130

IBM Journey to AI blog

AUGUST 23, 2023

The data protection needs of organizations are driven by concerns about protecting sensitive information and intellectual property and meeting compliance and regulatory requirements. Securing sensitive data in Microsoft Azure takes a significant stride forward with the adoption of the BYOK or customer-managed key option.

Azure 67

Azure AWS 67

AWS Machine Learning Blog

MARCH 3, 2023

Users often attach documents containing valuable information in the context of that email. In addition to emails, an Exchange account gives access to other valuable sources of information like calendar entries, OneNote notebooks, and contacts. Store the details in AWS Secrets Manager. Basic knowledge of AWS. Choose Next.

AWS 87

AWS Azure ML ML 87

Dataconomy

NOVEMBER 18, 2024

Microsoft emphasized that AI contributed significantly to Azure’s growth, with its AI run rate likely exceeding $6 billion. The trends observed throughout 2023 and into 2024 will likely inform strategic investment decisions well into the future, with profound implications for their profit trajectories.

AI 145

AI AI Azure Artificial Intelligence 145

O'Reilly Media

SEPTEMBER 15, 2021

Cloud certifications, specifically in AWS and Microsoft Azure, were most strongly associated with salary increases. As we’ll see later, cloud certifications (specifically in AWS and Microsoft Azure) were the most popular and appeared to have the largest effect on salaries. The top certification was for AWS (3.9%

AI 145

AI AI Azure AWS 145

Dataconomy

SEPTEMBER 6, 2023

These reports help clients understand their security posture and make informed decisions about their cybersecurity strategy. SOC 2 is specifically designed for cloud service providers, data centers, and other technology companies that handle sensitive information. Cybersecurity is a constantly evolving field, and threats change daily.

Azure 185

Azure AWS 185

Smart Data Collective

APRIL 29, 2020

AWS Glue helps users to build data catalogues, and Quicksight provides data visualisation and dashboard construction. The services from AWS can be catered to meet the needs of each business user. Staff members can access and upload various forms of content, and management can share information across the company through news feeds.

Data Warehouse 97

Data Warehouse SQL Azure ETL 97

AWS Machine Learning Blog

MARCH 17, 2023

Microsoft Teams captures invaluable organizational knowledge in the form of the information that flows through it as users collaborate. We use an example of an illustrative Microsoft Teams instance where users discuss technical topics related to AWS. For more information, see Overview of access management: Permissions and policies.

AWS 90

AWS Azure Machine Learning Machine Learning 90