AWS Big Data

JUNE 18, 2024

About the Authors Noritaka Sekiyama is a Principal Big Data Architect on the AWS Glue team. Gonzalo Herreros is a Senior Big Data Architect on the AWS Glue team, with a background in machine learning and AI. Configure the following inline policies by replacing the Region, account ID, and usage profile name placeholders.

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Big Data Interactive Management Data Integration 109

3AG Systems

DECEMBER 8, 2022

Davenport and DJ Patil addressing this question, which they first posed in 2012. When the Data Scientist role “was relatively new” in 2012, the authors observed that “as more companies attempted to make sense of big data, they realized they needed people who could combine programming, analytics, and experimentation skills.”

Data Science 40

Data Science Experimentation Machine Learning Big Data 40

AWS Big Data

NOVEMBER 21, 2024

About the Authors Noritaka Sekiyama is a Principal Big Data Architect on the AWS Glue team. Paul Villena is an Analytics Solutions Architect in AWS with expertise in building modern data and analytics solutions to drive business value. This feature is available today in all AWS Glue supported AWS Regions. Choose your S3 bucket.

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AWS Big Data

JULY 31, 2024

Select Custom trust policy and paste the following policy into the editor: { "Version":"2012-10-17", "Statement":[ { "Effect":"Allow", "Principal":{ "Service":"osis-pipelines.amazonaws.com" }, "Action":"sts:AssumeRole" } ] } Choose Next, and then search for and select the collection-pipeline-policy you just created.

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Visualization Dashboards Testing Publishing 98

AWS Big Data

JUNE 10, 2024

In this post, we delve into the key aspects of using Amazon EMR for modern data management, covering topics such as data governance, data mesh deployment, and streamlined data discovery. Organizations have multiple Hive data warehouses across EMR clusters, where the metadata gets generated. compute.internal ).

Data Lake 91

Data Lake Metadata Data Warehouse Data Processing 91

AWS Big Data

APRIL 25, 2024

Add this policy to the AWS Glue role and Amazon MWAA role: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "s3:GetObject", "s3:PutObject", "s3:PutObjectAcl" ], "Resource": "arn:aws:s3:::sample-inp-bucket-etl- /*" } ] } In Account B, create the IAM policy policy_for_roleB specifying Account A as a trusted entity.

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Smart Data Collective

JUNE 30, 2022

Modern marketing strategies rely heavily on big data. One study found that retailers that use big data have 2.7 Big data is even more important for companies that depend on social media marketing. His statement about the importance of big data in social media marketing is even more true today.

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Data-driven Marketing Strategy Big Data 113

Smart Data Collective

SEPTEMBER 17, 2020

Data precision has completely revamped our understanding of geography in countless ways. We also use big data to facilitate navigation. One of the tools that utilizes big data is Google Maps. The Emerging Role of Big Data with Google Analytics.

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Visualization Big Data Cost-Benefit Data mining 134

AWS Big Data

NOVEMBER 14, 2024

The landscape of big data management has been transformed by the rising popularity of open table formats such as Apache Iceberg, Apache Hudi, and Linux Foundation Delta Lake. These formats, designed to address the limitations of traditional data storage systems, have become essential in modern data architectures.

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AWS Big Data

FEBRUARY 27, 2024

Attach a permissions policy to the role to allow it to read data from the OpenSearch Service domain. This role needs to be specified in the sts_role_arn parameter of the pipeline configuration.

Metadata 104

Metadata Data Processing Dashboards IoT 104

AWS Big Data

JUNE 28, 2023

Create a role in the target account with the following permissions: { "Version":"2012-10-17", "Statement":[ { "Effect":"Allow", "Action":[ "redshift:DescribeClusters", "redshift-serverless:ListNamespaces" ], "Resource":[ "*" ] } ] } The role must have the following trust policy, which specifies the target account ID. Choose Create policy.

Data Warehouse 91

Data Warehouse Analytics Metrics Dashboards 91

datapine

MAY 14, 2019

“Big data is at the foundation of all the megatrends that are happening.” – Chris Lynch, big data expert. We live in a world saturated with data. Zettabytes of data are floating around in our digital universe, just waiting to be analyzed and explored, according to AnalyticsWeek. At present, around 2.7

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Smart Data Collective

APRIL 20, 2023

Companies are spending nearly $30 billion a year on big data for marketing initiatives. One of the many reasons that they are using big data is to create better content marketing strategies. Despite the many benefits of big data for content marketing, many businesses still don’t know how to utilize it effectively.

Marketing 81

Marketing Strategy Big Data ROI 81

AWS Big Data

SEPTEMBER 20, 2023

Switch to the JSON tab in the policy editor and enter the following policy (provide the account B number):{ { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": "sts:AssumeRole", "Resource": "arn:aws:iam:: {account B number} :role/*" } ] } Name the role AssumeRoleAccountBPolicy and complete the creation.

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Smart Data Collective

OCTOBER 17, 2022

In fact, you may have even heard about IDC’s new Global DataSphere Forecast, 2021-2025 , which projects that global data production and replication will expand at a compound annual growth rate of 23% during the projection period, reaching 181 zettabytes in 2025. zettabytes of data in 2020, a tenfold increase from 6.5

Big Data 108

Big Data Data-driven Recreation/Entertainment Data Governance 108

AWS Big Data

NOVEMBER 11, 2024

For instructions, see Creating an IAM role (console). We refer to this role as TheSnapshotRole in this post. You also need access to the es:ESHttpPut action.

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Snapshot Strategy Dashboards Data Lake 92

Sisense

MAY 26, 2020

In this post, we’ll discuss these challenges in detail and include some tips and tricks to help you handle text data more easily. Unstructured data and Big Data. Most common challenges we face in NLP are around unstructured data and Big Data. is “big” and highly unstructured.

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Unstructured Data Big Data Testing Machine Learning 98

AWS Big Data

APRIL 3, 2024

Deenbandhu Prasad is a Senior Analytics Specialist at AWS, specializing in big data services. He is passionate about helping customers build modern data architectures on the AWS Cloud. He has helped customers of all sizes implement data management, data warehouse, and data lake solutions.

Data Lake 101

Data Lake Snapshot Metadata Data Architecture 101

AWS Big Data

AUGUST 15, 2024

She focuses on crafting cloud-based data platforms, enabling real-time streaming, big data processing, and robust data governance. Srividya Parthasarathy is a Senior Big Data Architect on the AWS Lake Formation team. She specializes in designing advanced analytics systems across industries.

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Data Lake Data Warehouse Data Governance Publishing 103

AWS Big Data

OCTOBER 18, 2023

Create an IAM role called SnapshotRole with the following IAM policy to delegate permissions to OpenSearch Service (provide the name of your S3 bucket): { "Version": "2012-10-17", "Statement": [{ "Action": ["s3:ListBucket"], "Effect": "Allow", "Resource": ["arn:aws:s3::: "] }, { "Action": ["s3:GetObject", "s3:PutObject", "s3:DeleteObject"], "Effect": (..)

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Snapshot Management Dashboards Data Processing 90

AWS Big Data

OCTOBER 24, 2024

In the trust policy, specify that Amazon Elastic Compute Cloud (Amazon EC2) can assume this role: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Principal": { "Service": "ec2.amazonaws.com" amazonaws.com" }, "Action": "sts:AssumeRole" } ] } Make a note of the role ARN.

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AWS Big Data

SEPTEMBER 26, 2023

Their IAM policies and access are described as follows.

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AWS Big Data

MARCH 20, 2024

KinesisStreamCreateResourcePolicyCommand – This creates the resource policy in Account 1 for Kinesis Data Stream. We recommend using CloudShell because it will have the latest version of the AWS CLI and avoid any kind of failures.

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Internet of Things IoT Manufacturing Data Processing 113

AWS Big Data

NOVEMBER 15, 2024

An AWS Identity and Access Management (IAM) role for the AWS Glue crawler that includes the AWSGlueServiceRole policy or equivalent and an inline policy with access to the S3 bucket with the data used in this post. For this post, as part of the environment set up we create a new S3 bucket with the name aws-gen-ai-glue-metadata-.

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Metadata Modeling Data-driven Machine Learning 93

AWS Big Data

APRIL 30, 2024

About the Authors Noritaka Sekiyama is a Principal Big Data Architect on the AWS Glue team. Prerequisites Before going forward with this tutorial, complete the following prerequisites: Set up AWS Glue Studio. Configure an IAM role to interact with Amazon Q. He is responsible for building software artifacts to help customers.

Data Integration 111

Data Integration Data Lake Data Warehouse Software 111

CIO Business Intelligence

JUNE 7, 2022

The Anomali Platform, our XDR solution, is a big data security offering that correlates all your organization’s telemetry (including public clouds) together with the largest repository of global threat intelligence, providing you with the power to detect and respond to ransomware at all stages of the attack.

Machine Learning 96

Machine Learning Marketing Dashboards Data-driven 96

Cloudera

AUGUST 17, 2020

With the industry facing so much change, and with so many new opportunities to leverage big data, analytics and unique insights, we sat down with Vijay Raja, Director of Industry & Solutions Marketing at Cloudera to get his views on how the sector is changing and where it goes next.

IoT 95

IoT Internet of Things B2B Data-driven 95

Smart Data Collective

APRIL 9, 2019

Big data is going to have a large impact on the direction of this growing industry. Industry data shows that the real money betting and gambling sector was worth around $417 billion in 2012. iGaming Evolves with Big Data. Big data is going to play a more important role in all of them.

Technology 68

Technology Big Data Cost-Benefit Risk 68

AWS Big Data

SEPTEMBER 4, 2024

Big Data and ETL Solutions Architect, Amazon MWAA and AWS Glue ETL expert. He’s on a mission to make life easier for customers who are facing complex data integration and orchestration challenges. For this post, we name the role AWSGlueServiceRole-SalesforceConnectorJob. Kamen Sharlandjiev is a Sr.

Data Integration 85

Data Integration Data Lake Data-driven Cost-Benefit 85

AWS Big Data

FEBRUARY 23, 2023

The following code is the author policy: { "Statement": [ { "Action": [ "quicksight:CreateUser" ], "Effect": "Allow", "Resource": [ "*" ] } ], "Version": "2012-10-17" } The following code is the reader policy: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": "quicksight:CreateReader", "Resource": "*" } ] } The following code (..)

Metadata 73

Metadata Dashboards Management Enterprise 73

O'Reilly on Data

SEPTEMBER 19, 2023

Each time, the underlying implementation changed a bit while still staying true to the larger phenomenon of “Analyzing Data for Fun and Profit.” ” They weren’t quite sure what this “data” substance was, but they’d convinced themselves that they had tons of it that they could monetize.

Machine Learning 251

Machine Learning Testing Modeling Cost-Benefit 251

AWS Big Data

MAY 2, 2023

To enable your users to load data from a local desktop using Query Editor V2, as an administrator, you have to specify a common S3 bucket, and the user account must be configured with proper permissions. He helps customers architect data analytics solutions at scale on the AWS platform. Outside of work, he enjoys traveling and cooking.

Data Warehouse 63

Data Warehouse Software Visualization IoT 63

AWS Big Data

OCTOBER 30, 2024

Users can begin ingesting data to Redshift from Amazon S3 with simple SQL commands and gain access to the most up-to-date data without the need for third-party tools or custom implementation. He has worked with building data warehouses and big data solutions for over 15+ years.

Data Warehouse 78

Data Warehouse Sales Data Lake Recreation/Entertainment 78

IBM Big Data Hub

JANUARY 10, 2023

After looking at the historical flight delay data from 2003–2018 at a high level, it was determined that the historical data should be separated into two separate time periods: 2003–2012 and 2013–2018. Only the oldest historical data (2003–2012) had flight delays comparable to 2022.

Data Warehouse 52

Data Warehouse Cost-Benefit Statistics Data Processing 52

AWS Big Data

APRIL 10, 2024

Create a role in the target account with the following permissions: { "Version":"2012-10-17", "Statement":[ { "Effect":"Allow", "Action":[ "redshift:DescribeClusters", "redshift-serverless:ListNamespaces" ], "Resource":[ "*" ] } ] } The role must have the following trust policy, which specifies the target account ID.

Data Warehouse 102

Data Warehouse Analytics Metrics Snapshot 102

Cloudera

SEPTEMBER 8, 2020

With the industry facing so much change, and with so many new opportunities to leverage big data, analytics, and unique insights, we sat down with Vijay Raja, Director of Industry & Solutions Marketing at Cloudera to get his views on how the sector is changing and where it goes next.

IoT 70

IoT Internet of Things B2B Data-driven 70

AWS Big Data

AUGUST 27, 2024

Amazon EMR on EC2 is a managed service that makes it straightforward to run big data processing and analytics workloads on AWS. With Amazon EMR, you can take advantage of the power of these big data tools to process, analyze, and gain valuable business intelligence from vast amounts of data.

Metrics 84

Metrics Dashboards Data Lake Optimization 84