AWS Big Data

OCTOBER 3, 2023

You can store your data as-is, without having to first structure the data and then run different types of analytics for better business insights. Analytics use cases on data lakes are always evolving. Note: In the example, we copy data only for the year 2023. You can test different configurations when migrating a source.

Data Lake 102

Data Lake Metadata Snapshot Recreation/Entertainment 102

AWS Big Data

OCTOBER 17, 2023

You can also integrate other AWS services such as Amazon EMR , Amazon Athena , Amazon SageMaker , AWS Glue , AWS Lake Formation , and Amazon Kinesis to use all the analytic capabilities in AWS. Enter the name of your agent, the host name, and the port that you configured in the previous step. Migrating a data warehouse can be complex.

Data Warehouse 86

Data Warehouse Data Processing Data Lake Management 86

AWS Big Data

AUGUST 21, 2023

For the demo, we’re using the Amazon Titan foundation model hosted on Amazon Bedrock for embeddings, with no fine tuning. Amazon OpenSearch Service has long supported both lexical and vector search, since the introduction of its kNN plugin in 2020. With OpenSearch’s Search Comparison Tool , you can compare the different approaches.

Data Processing 92

Data Processing Visualization Experimentation Metrics 92

CIO Business Intelligence

OCTOBER 21, 2022

According to research from Deloitte , only 32% of contact centers had migrated to the cloud as of 2021, yet 75% of survey participants planned to complete the journey by mid-2023. There are a host of reasons, many centered on the cloud’s ability to enable more flexible, omnichannel service delivery and enhanced CX solutions.

Cost-Benefit 75

Cost-Benefit Testing Metrics Marketing 75

AWS Big Data

MAY 2, 2023

Earlier in 2023, we added support for Apache Airflow v2.4.3 The workflow steps are as follows: The producer DAG makes an API call to a publicly hosted API to retrieve data. Test the feature To test this feature, run the producer DAG. Test your DAGs using the new Apache Airflow v2.4.3 and v2.2.2). or v2.0.2,

Testing 101

Testing Experimentation Management Metadata 101

AWS Big Data

MAY 18, 2023

In April 2023, Amazon MWAA added support for shell launch scripts for environment versions Apache Airflow 2.x You can also use Amazon MWAA local-runner to test this feature on your local development environments. It’s recommended that you locally test your script before applying changes to your Amazon MWAA setup. x and later.

Testing 72

Testing Software Management Data Processing 72

IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. This personalized approach might lead to more effective therapies with fewer side effects.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89

AWS Big Data

JULY 27, 2023

Tens of thousands of customers use Amazon Redshift to process exabytes of data every day to power their analytics workloads. In this post, we answer that question by using Redshift Test Drive , an open-source tool that lets you evaluate which different data warehouse configurations options are best suited for your workload.

Testing 66

Testing Data Warehouse Data Processing Snapshot 66

CIO Business Intelligence

SEPTEMBER 29, 2023

Let’s revisit the most prevalent security threats and see how they’re evolving in 2023. You need to use a reputable registrar and hosting provider. Proactive detection and prevention In 2023, it is impossible for you to know of all the threats and vulnerabilities out there. SMBs and startups are equally at risk.

Data Processing 140

Data Processing Behavioral Analytics Testing Software 140

IBM Big Data Hub

JANUARY 26, 2024

Taking all your feedback and market insights into perspective and careful consideration, we are thrilled to announce that in 2023. Here’s a comprehensive recap of everything we launched in 2023, awards and links to the latest update and how you can get started with each enhancement. The capability is currently in open beta.

Metrics 84

Metrics Testing Data Processing Interactive 84

Laminar Security

DECEMBER 11, 2023

million in 2023. DDR is a data security solution that leverages artificial intelligence, machine learning, and behavioral analytics to monitor, detect, and respond to data activity across endpoints, networks, cloud, and applications. Does the solution reduce false positives and noise by using advanced analytics and intelligence?

Behavioral Analytics 55

Behavioral Analytics Machine Learning Risk Cost-Benefit 55

Rita Sallam

APRIL 2, 2023

We explored these questions and more at our Bake-Offs and Show Floor Showdowns at our Data and Analytics Summit in Orlando with 4,000 of our closest D&A friends and family. The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms.

Optimization 52

Optimization Machine Learning Insurance Risk 52

AWS Big Data

APRIL 25, 2023

AnyCompany’s marketing team hosted an event at the Anaheim Convention Center, CA. We have used an AWS Glue job for the ETL pipeline to showcase how you can use purpose-built analytics service for complex ETL needs. However, for quick testing purposes, we demonstrate how to manually run the flow on demand. Let’s take an example.

Sales 72

Sales Visualization Software Marketing 72

IBM Big Data Hub

MAY 26, 2023

Leading life sciences companies are discovering the power of cloud in enabling analytics and artificial intelligence (AI) , shrinking innovation cycles, and standardizing processes across global operations, among other benefits. This digitalization and need to share medical data are driving the demand for precision medical technologies.

Consulting 74

Consulting Cost-Benefit Optimization Machine Learning 74

AWS Big Data

FEBRUARY 1, 2024

For example, the following snippet is data from June of 2023: $ aws s3 ls s3://commoncrawl/crawl-data/CC-MAIN-2023-23/ PRE segments/ 2023-06-21 00:34:08 2164 cc-index-table.paths.gz 2023-06-21 00:34:08 637 cc-index.paths.gz 2023-06-21 05:52:05 2724 index.html 2023-06-21 00:34:09 161064 non200responses.paths.gz

Metadata 97

Metadata Modeling Data Processing Unstructured Data 97

AWS Big Data

JUNE 3, 2024

Let’s look at a few tests we performed in a stream with two shards to illustrate various scenarios. In the first test, we ran a producer to write batches of 30 records, each being 100 KB, using the PutRecords API. For our test scenario, we can only see each key being used one time because we used a new UUID for each record.

Optimization 104

Optimization Metrics Data Processing Testing 104

IBM Big Data Hub

JANUARY 26, 2024

Taking all your feedback and market insights into perspective and careful consideration, we are thrilled to announce that in 2023. Here’s a comprehensive recap of everything we launched in 2023, awards and links to the latest update and how you can get started with each enhancement. The capability is currently in open beta.

Metrics 44

Metrics Testing Data Processing Interactive 44

AWS Big Data

APRIL 26, 2024

To enable your workforce users for analytics with fine-grained data access controls and audit data access, you might have to create multiple AWS Identity and Access Management (IAM) roles with different data permissions and map the workforce users to one of those roles. Test the solution by accessing data with a corporate identity.

Analytics 95

Analytics Data Lake Management Enterprise 95

AWS Big Data

MARCH 14, 2023

Amazon OpenSearch Service is a fully managed and scalable log analytics framework that you can use to ingest, store, and visualize data. Security analytics provide real-time visibility into potential threats across your infrastructure, enabling you to respond to security incidents quickly, thereby reducing the impact of any security breaches.

Analytics 61

Analytics Dashboards Visualization Testing 61

CIO Business Intelligence

NOVEMBER 23, 2023

And industry analysis finds the cost of such outages is increasing, according to Uptime Institute’s Annual Outage Report 2023. Adopt a protocol to test updates first Initial reports from Optus connected the outage to “changes to routing information from an international peering network” in the wake of a “routine software upgrade.”

Testing 104

Testing Risk Software Strategy 104

CIO Business Intelligence

AUGUST 15, 2023

In partnership with OpenAI and Microsoft, CarMax worked to develop, test, and iterate GPT-3 natural language models aimed at achieving those results. So, the CarMax technology and content teams recognized the need to create a new system that could produce updated vehicle information and analyze and summarize customer reviews at scale.

IT 92

IT Manufacturing IoT Cost-Benefit 92

CIO Business Intelligence

FEBRUARY 28, 2024

But by May 2023, according to an IDC survey, 65% of companies were using gen AI, and in September, that number rose to 71%, with another 22% planning to implement it in the next 12 months. Still, these traditional data foundations originally designed for advanced analytics and machine learning use cases only go so far. “If

IT 113

IT Consulting Modeling Enterprise 113

CIO Business Intelligence

JULY 5, 2023

The Act understands that the web is a platform, and that many interactions with citizens and customers are via web-hosted applications and must meet the same levels of accessibility as a pure content website. The financial services industry has moved away from thinking that data analytics will discover a consumer’s vulnerabilities,” he says.

Cost-Benefit 86

Cost-Benefit Recreation/Entertainment Marketing Digital Transformation 86

IBM Big Data Hub

JULY 17, 2023

Visual modeling: Delivers easy-to-use workflows for data scientists to build data preparation and predictive machine learning pipelines that include text analytics, visualizations and a variety of modeling methods. AMC Networks is excited by the opportunity to capitalize on the value of all of their data to improve viewer experiences.

Machine Learning 62

Machine Learning Data Warehouse Modeling Cost-Benefit 62

IBM Big Data Hub

JANUARY 30, 2024

billion in 2023. Webex or Slack) hosted over the public internet. For instance, an organization might use Microsoft Azure for storing data, AWS for development and testing new applications, and Google Cloud for backup and disaster recovery. to total $678.8 billion in 2024, up from $563.6

Strategy 91

Strategy Cost-Benefit Risk Optimization 91

AWS Big Data

NOVEMBER 8, 2023

Save the date: AWS re:Invent 2023 is happening from November 27 to December 1 in Las Vegas, and you cannot miss it. Learn how to utilize your datasets using Amazon SageMaker and Amazon Bedrock and popular frameworks like PyTorch with AWS compute, storage, and analytics. Reserve your seat now! Reserve your seat now!

Data-driven 89

Data-driven Data Lake Machine Learning Cost-Benefit 89

DataRobot Blog

MARCH 7, 2023

DataRobot identifies and recommends models that are ready to move into production by automatically testing and comparing thousands of models, while those already in production are continuously monitored to ensure performance and compliance. This generates reliable business insights and sustains AI-driven value across the enterprise.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

Andrew White

MARCH 31, 2023

How would I sum up several days in Orlando at our 2023 Data and Analytics conference last week – March 19th-22nd, 2023: Confusion Hype Voice of the Business Fort of all it was a fun time. I hosted 25 1-1s in between the meetings and presentations. You can’t beat getting out and meeting people. Products are things.

Analytics 40

Analytics Marketing Visualization Data-driven 40