Analytics Vidhya

JUNE 19, 2023

At the recent Google Search Central Live Tokyo 2023 event, Gary Illyes and other experts shared valuable insights into Google’s approach to AI-generated content. Google, the world’s leading search engine, has made significant strides in understanding and adapting to artificial intelligence (AI) technology.

Technology 367

Technology Analytics Optimization 367

Smart Data Collective

JUNE 21, 2023

Search engine optimization (or SEO) is a broad and highly complicated area and if you are a new business owner discovering it for the first time, it can feel terribly overwhelming. AI builds customized optimization strategies. Optimization strategies that work for one group of keywords might not work for another. The good news?

Optimization 144

Optimization Marketing Strategy ROI 144

David Menninger's Analyst Perspectives

JANUARY 17, 2023

Ventana Research recently announced its 2023 Market Agenda for Analytics , continuing the guidance we have offered for nearly two decades to help organizations derive optimal value from technology investments to improve business outcomes.

Marketing 130

Marketing Analytics Optimization Technology 130

David Menninger's Analyst Perspectives

JANUARY 21, 2025

These include architectural optimizations to reduce memory usage and query times with more efficient batch processing to deliver better throughput, faster bulk writes and accelerated concurrent writes during data replication. also extends MongoDBs Queryable Encryption capability, which was introduced in 2023.

Data Lake 130

Data Lake IoT Cost-Benefit Enterprise 130

O'Reilly on Data

NOVEMBER 19, 2024

GraphRAG is a technique which uses graph technologies to enhance RAG, which has become popularized since Q3 2023. decomposes a complex task into a graph of subtasks, then uses LLMs to answer the subtasks while optimizing for costs across the graph. For example, “ Graph of Thoughts ” by Maciej Besta, et al.,

Unstructured Data 318

Unstructured Data Structured Data Statistics Modeling 318

AWS Big Data

JANUARY 18, 2024

In this post, we are happy to summarize the results of our hard work in 2023 to improve and simplify data governance for customers. We announced our new features and capabilities during AWS re:Invent 2023, as is our custom every year. In 2023, we released several updates to AWS Glue crawlers.

Data Lake 119

Data Lake Metadata Data Governance Statistics 119

CIO Business Intelligence

JANUARY 12, 2023

Looking ahead to 2023, therefore, I do so with a healthy dose of humility, and an acknowledgement that there will be monumental events in the year ahead that I did not see coming. However, with all that said, I do think it’s clear that some current trends are under way that will continue in 2023.

Digital Transformation 122

Digital Transformation Interactive Forecasting Finance 122

CIO Business Intelligence

FEBRUARY 27, 2023

To understand how organizations may be approaching their cloud strategies and tech investments in 2023, members of VMware’s Tanzu Vanguard community shared their insights on what trends will take shape. The main problem in 2023 will be how can we learn new skills fast and stay on top of all the new tools and technologies in every area.

Cost-Benefit 145

Cost-Benefit Digital Transformation Strategy Software 145

AWS Big Data

APRIL 28, 2023

One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark. In this post, we demonstrate a tactical approach to help you manage and reduce cost through monitoring and optimization techniques on top of your AWS Glue workloads. includes the new optimized Apache Spark 3.3.0

Optimization 122

Optimization Metrics Interactive Data Integration 122

Smart Data Collective

MARCH 19, 2023

What Are the Most Prominent AI Tools Affecting Digital Marketing in 2023? In 2023, the digital marketing landscape is evolving rapidly. Here are the best marketing tools in 2023 that will help level up your game. Earlier this year, SEMrush published a blog post talking about the best AI tools of 2023.

Marketing 122

Marketing Optimization Data-driven Dashboards 122

CIO Business Intelligence

DECEMBER 10, 2024

In 2023 alone, Gartner found companies that deployed AI spent between $300,000 and $2.9 To integrate AI into enterprise workflows, we must first do the foundation work to get our clients data estate optimized, structured, and migrated to the cloud. Those numbers are only growing as AI implementations get larger and more complex.

Modeling 116

Modeling Insurance Unstructured Data Experimentation 116

CIO Business Intelligence

JULY 22, 2024

He worked with one insurance company that in 2023 made such a move, driven specifically by the desire to have a firm hold on its regulated data, for example. As a result, organizations were unprepared to successfully optimize or even adequately run their cloud deployments and manage costs, prompting their move back to on-prem.

Optimization 128

Optimization Strategy IT Cost-Benefit 128

CIO Business Intelligence

DECEMBER 18, 2023

Ferro says he was reminded of that message throughout the year, particularly when reports of IT shortfalls made the news — like those headlines Southwest garnered as 2023 started , after its overloaded IT systems wreaked havoc on the holiday travel season. That’s your ticket to doing those cooler things,” he says.

IT 137

IT Digital Transformation Technology Reporting 137

AWS Big Data

JANUARY 9, 2025

Iceberg offers distinct advantages through its metadata layer over Parquet, such as improved data management, performance optimization, and integration with various query engines. Having chosen Amazon S3 as our storage layer, a key decision is whether to access Parquet files directly or use an open table format like Iceberg.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

CIO Business Intelligence

APRIL 3, 2023

Can 2023 be the year we start thinking differently? Companies will rethink traditional workforce optimization concepts—driven by a focus on strict adherence to rules and procedures—and embrace a workforce engagement approach. Avaya predicts organizations will double down on the agent experience in three ways this year: 1.

Statistics 130

Statistics Interactive Optimization Management 130

David Menninger's Analyst Perspectives

NOVEMBER 12, 2024

Also center stage were Infor’s advances in artificial intelligence and process mining as well as its environmental, social and governance application and supply chain optimization enhancements. Optimize workflows by redesigning processes based on data-driven insights. Establish and support continuous improvement initiatives.

Finance 130

Finance Prescriptive Analytics Cost-Benefit Manufacturing 130

AWS Big Data

DECEMBER 18, 2023

Get a closer look at how scaling for data warehousing works in AWS with the latest introduction of AI driven scaling and optimizations in Amazon Redshift Serverless to enable better price-performance for your workloads. In this session, learn about Redshift Serverless new AI-driven scaling and optimization functionality.

Data Warehouse 111

Data Warehouse Machine Learning Data-driven Data Lake 111

AWS Big Data

NOVEMBER 29, 2023

At AWS re:Invent 2023, we introduced more performance enhancements in query planning and execution such as enhanced bloom filters , query rewrites, and support for write operations in auto scaling. At AWS re:Invent 2023, we extended data sharing capabilities to launch multi-data warehouse writes in preview.

Data Warehouse 130

Data Warehouse Analytics Data Lake Machine Learning 130

CIO Business Intelligence

JUNE 21, 2024

While 2023 saw its emergence as a potent new technology, business leaders are now grappling with how to best leverage its transformative power to grow efficiency, security, and revenue. Strategies to Optimize Teams for AI and Cybersecurity 1. 2024 is rapidly shaping up to be a defining year in generative AI.

Optimization 122

Optimization Gap analysis Strategy Data-driven 122

CIO Business Intelligence

OCTOBER 25, 2023

Enterprise use of AI tools will only grow, with industries like manufacturing leading the charge Our research shows that mirroring the broader AI trend, enterprises across industry verticals sharply increased their use of AI from May 2023 to June 2023, with sustained growth through August 2023.

Enterprise 133

Enterprise Manufacturing Risk Data-driven 133

CIO Business Intelligence

JANUARY 6, 2023

For some that means getting a head start in filling this year’s most in-demand roles, which range from data-focused to security-related positions, according to Robert Half Technology’s 2023 IT salary report. The 10 most in-demand tech jobs for 2023. The survey also reveals the average salaries for each role based on experience.

Software 143

Software Big Data Testing Management 143

AWS Big Data

NOVEMBER 13, 2023

2023 AWS Analytics Superheroes We are excited to introduce the 2023 AWS Analytics Superheroes at this year’s re:Invent conference! Visit us at the AWS Analytics Kiosk in the AWS Village at the Expo to discover the AWS Analytics Superhero in you, participate in a playful quiz and AWS book signing events.

Analytics 119

Analytics Data Lake Data Warehouse Data-driven 119

AWS Big Data

OCTOBER 3, 2023

Systems of this nature generate a huge number of small objects and need attention to compact them to a more optimal size for faster reading, such as 128 MB, 256 MB, or 512 MB. As of this writing, only the optimize-data optimization is supported. Note the last four newly added configurations in the following statement.

Optimization 126

Optimization Snapshot Data Lake Metadata 126

AWS Big Data

JUNE 3, 2024

By running the following command, we can get KHS to inspect the data that arrived in 1 minute during our first test and generate a report: khs -stream my-data-stream -from "2023-06-22 17:35:00" -to "2023-06-22 17:36:00" For the given time window, the summary section in the generated report shows the maximum bytes per second rate observed, total bytes (..)

Optimization 126

Optimization Metrics Data Processing Testing 126

CIO Business Intelligence

JANUARY 21, 2025

times compared to 2023 but forecasts lower increases over the next two to five years. What to bet on: Infrastructure choices and optimized architectures depend on the use case, but several disciplines stand out for CIOs to bet on in 2025 to shape their technology strategies and plans.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

AWS Big Data

AUGUST 7, 2024

In this post, we examine the OR1 instance type, an OpenSearch optimized instance introduced on November 29, 2023. We optimized the mapping to avoid any unnecessary indexing activity and use the flat_object field type to avoid field mapping explosion. MiB per bulk (uncompressed).

Optimization 115

Optimization Testing Management IT 115

CIO Business Intelligence

APRIL 30, 2025

At organizations that have already completed their cloud adoption, cloud architects help maintain, oversee, troubleshoot, and optimize cloud architecture over time. It also covers security and compliance, analysis, and optimization of cloud architecture.

Testing 108

Testing Cost-Benefit Optimization Software 108

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. To derive meaningful insights and ensure the optimal performance of machine learning (ML) and generative AI models, data needs to be ingested and processed in real time. Reserve your seat now!

Data-driven 105

Data-driven Machine Learning Data Lake Cost-Benefit 105

CIO Business Intelligence

NOVEMBER 4, 2024

However, enterprise cloud computing still faces similar challenges in achieving efficiency and simplicity, particularly in managing diverse cloud resources and optimizing data management. Much like finance, HR, and sales functions, organizations aim to streamline cloud operations to address resource limitations and standardize services.

Finance 89

Finance Sales Reporting Optimization 89

CIO Business Intelligence

SEPTEMBER 7, 2023

Demand for the process mining software is still strong in 2023. Just months after the Signavio acquisition, Gartner analyst Paul Sanders told CIO.com that SAP “should have had this five years ago, when they launched S/4HANA, because this is the hardest thing for companies to understand and change.”

Optimization 116

Optimization Digital Transformation Enterprise Data Processing 116

CIO Business Intelligence

NOVEMBER 13, 2024

The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. We’re doing two things,” he says.

IT 141

IT Consulting ROI Cost-Benefit 141

CIO Business Intelligence

MARCH 19, 2025

And on AWS, Amazon Bedrock Agents have been available since 2023, but in December, Amazon added multi-agent collaboration capabilities. A lot of people have focused on the optimization use cases, he says. Major enterprise software vendors are also getting into the agent game. followed a couple months later.

Software 143

Software Risk Enterprise Cost-Benefit 143

CIO Business Intelligence

OCTOBER 24, 2024

In addition, despite billions of dollars invested in AI infrastructure and generative AI in 2023, only 20% of businesses reported earnings benefits from AI in 2024.” Determining the optimal level of autonomy to balance risk and efficiency will challenge business leaders,” Le Clair said.

ROI 127

ROI Data-driven Enterprise Experimentation 127