Analytics Vidhya

JUNE 26, 2023

95% of C-level executives deem data integral to business strategies. After all, it takes knowledge below the surface, unleashing greater possibilities, which is imperative for any organization to […] The post What is Data Management and Why is it Important? appeared first on Analytics Vidhya.

Management 322

Management IT Data Integration Strategy 322

CIO Business Intelligence

DECEMBER 20, 2024

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). In addition to using cloud for storage, many modern data architectures make use of cloud computing to analyze and manage data.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

CIO Business Intelligence

NOVEMBER 21, 2024

Ninety percent of CIOs recently surveyed by Gartner say that managing AI costs is limiting their ability to get value from AI. Cost is certainly a concern when CIOs think about deploying gen AI, says Yuval Perlov, CTO at K2view, a data management vendor. Doing so can help ensure costs are manageable and the solution will scale.

Management 124

Management Interactive ROI Software 124

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Management 363

Management Machine Learning Experimentation Metrics 363

CIO Business Intelligence

NOVEMBER 19, 2024

Some challenges include data infrastructure that allows scaling and optimizing for AI; data management to inform AI workflows where data lives and how it can be used; and associated data services that help data scientists protect AI workflows and keep their models clean. I’m excited to give you a preview of what’s around the corner for ONTAP.

Management 116

Management Unstructured Data Deep Learning Metadata 116

Rocket-Powered Data Science

FEBRUARY 15, 2023

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. I suggest that the simplest business strategy starts with answering three basic questions: What? FUD occurs when there is too much hype and “management speak” in the discussions.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

O'Reilly on Data

JUNE 27, 2023

Welcome to your company’s new AI risk management nightmare. The core idea of risk management is that you don’t win by saying “no” to everything. So let’s talk about some ways to manage that risk and position you for a reward. (Or, So, what do you do? I’ll share some ideas for mitigation.

Risk Management 316

Risk Management Risk Management Modeling 316

Analytics Vidhya

OCTOBER 25, 2023

Introduction Struggling with expanding a business database due to storage, management, and data accessibility issues? To steer growth, employ effective data management strategies and tools. This article explores data management’s key tool features and lists the top tools for 2023.

Management 220

Management Strategy Enterprise Analytics 220

CIO Business Intelligence

OCTOBER 9, 2024

While it may sound simplistic, the first step towards managing high-quality data and right-sizing AI is defining the GenAI use cases for your business. Optimizing GenAI with data management More than ever, businesses need to mitigate these risks while discovering the best approach to data management.

Strategy 143

Strategy Modeling Management Data Lake 143

datapine

OCTOBER 11, 2023

Every day, more and more businesses realize the value of analyzing their own performance to boost strategies and achieve their goals. This is no different in the logistics industry, where warehouse managers track a range of KPIs that help them efficiently manage inventory, transportation, employee safety, and order fulfillment, among others.

Metrics 217

Metrics KPI Management Cost-Benefit 217

datapine

FEBRUARY 9, 2024

Table of Contents 1) What Is KPI Management? 4) How to Select Your KPIs 5) Avoid These KPI Mistakes 6) How To Choose A KPI Management Solution 7) KPI Management Examples Fact: 100% of statistics strategically placed at the top of blog posts are a direct result of people studying the dynamics of Key Performance Indicators, or KPIs.

KPI 221

KPI Management Key Performance Indicator Measurement 221

Cloudera

NOVEMBER 13, 2024

Additionally, multiple copies of the same data locked in proprietary systems contribute to version control issues, redundancies, staleness, and management headaches. It leverages knowledge graphs to keep track of all the data sources and data flows, using AI to fill the gaps so you have the most comprehensive metadata management solution.

Metadata 90

Metadata Management Data Governance Data-driven 90

AWS Big Data

NOVEMBER 19, 2024

The permission mechanism has to be secure, built on top of built-in security features, and scalable for manageability when the user base scales out. In this post, we show you how to manage user access to enterprise documents in generative AI-powered tools according to the access you assign to each persona.

Management 98

Management Metadata Manufacturing Testing 98

CIO Business Intelligence

JANUARY 21, 2025

As gen AI heads to Gartners trough of disillusionment , CIOs should consider how to realign their 2025 strategies and roadmaps. A human-centric approach helps with the change management efforts around using agentic AI while evaluating the benefits and risks.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

JULY 22, 2024

This has forced CIOs to question the resilience of their cloud environments and explore alternative strategies. The outcome of the review may still be the same decision but necessary to review,” Gupta said, adding that DishTV is already re-evaluating its cloud strategy in a phased manner after the Crowdstrike incident.

Strategy 143

Strategy Testing Risk Management Risk 143

CIO Business Intelligence

OCTOBER 22, 2024

Cloud strategies are undergoing a sea change of late, with CIOs becoming more intentional about making the most of multiple clouds. A lot of ‘multicloud’ strategies were not actually multicloud. Today’s strategies are increasingly multicloud by intention,” she adds. s IT strategy but in a more opportunistic way.

Strategy 128

Strategy Cost-Benefit Risk Enterprise 128

CIO Business Intelligence

NOVEMBER 18, 2024

Data silos, lack of standardization, and uncertainty over compliance with privacy regulations can limit accessibility and compromise data quality, but modern data management can overcome those challenges. Some of the key applications of modern data management are to assess quality, identify gaps, and organize data for AI model building.

Data-driven 111

Data-driven Machine Learning ROI Uncertainty 111

AWS Big Data

DECEMBER 9, 2024

Given the importance of data in the world today, organizations face the dual challenges of managing large-scale, continuously incoming data while vetting its quality and reliability. AWS Glue is a serverless data integration service that you can use to effectively monitor and manage data quality through AWS Glue Data Quality.

Data Quality 124

Data Quality Publishing Snapshot Data Lake 124

AWS Big Data

JANUARY 9, 2025

In our previous post Backtesting index rebalancing arbitrage with Amazon EMR and Apache Iceberg , we showed how to use Apache Iceberg in the context of strategy backtesting. Data management is the foundation of quantitative research. As mentioned earlier, 80% of quantitative research work is attributed to data management tasks.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? However, with all good things comes many challenges and businesses often struggle with managing their information in the correct way. Enters data quality management. What Is Data Quality Management (DQM)? Why Do You Need Data Quality Management? Table of Contents.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Analytics Vidhya

MAY 9, 2024

From Copy AI’s effortless caption creation to Jasper AI’s marketing revolution, each platform offers unique features to elevate your social media strategy.

Strategy 318

Strategy Marketing Management Analytics 318

CIO Business Intelligence

DECEMBER 2, 2024

Suboptimal integration strategies are partly to blame, and on top of this, companies often don’t have security architecture that can handle both people and AI agents working on IT systems. If they’re going to benefit from AI strategies, companies must address this foundation before they can effectively scale their gen AI initiatives.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

CIO Business Intelligence

MARCH 5, 2025

We believe the product operating model will allow us to be most effective in implementing the changes needed to achieve this strategy. Another example of the model in action is in our Non-Emergency Medical Transportation (NEMT) service line, which has enabled us to put technology in the hands of our clients to manage their own experiences.

Modeling 118

Modeling Interactive Strategy Technology 118

Analytics Vidhya

AUGUST 8, 2024

Introduction Envision a reality where data is not just an array of figures but a tool that serves as the blueprint for all management decisions. This analysis can be used to optimize organizational strategy and processes. In this ever-changing environment, the data analyst becomes crucial. They convert raw data into usable analysis.

Optimization 306

Optimization Strategy Technology Management 306

CIO Business Intelligence

DECEMBER 10, 2024

CIOs have been able to ride the AI hype cycle to bolster investment in their gen AI strategies, but the AI honeymoon may soon be over, as Gartner recently placed gen AI at the peak of inflated expectations , with the trough of disillusionment not far behind. That doesnt mean investments will dry up overnight.

Sales 143

Sales Metrics Data-driven Unstructured Data 143

CIO Business Intelligence

NOVEMBER 4, 2024

research firm Vanson Bourne to survey 650 global IT, DevOps, and Platform Engineering decision-makers on their enterprise AI strategy. AI a primary driver in IT modernization and data mobility AI’s demand for data requires businesses to have a secure and accessible data strategy. Nutanix commissioned U.K.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128

Timo Elliott

DECEMBER 10, 2024

One of the sessions I sat in at UKISUG Connect 2024 covered a real-world example of data management using a solution from Bluestonex Consulting , based on the SAP Business Technology Platform (SAP BTP). Introducing Maextro: The Solution Enter Maextro, an SAP-certified data management and governance solution developed by Bluestonex.

Management 52

Management Data Governance Consulting Risk 52

CIO Business Intelligence

NOVEMBER 11, 2024

In today’s fast-paced digital environment, enterprises increasingly leverage AI and analytics to strengthen their risk management strategies. A recent panel on the role of AI and analytics in risk management explored this transformational technology, focusing on how organizations can harness these tools for a more resilient future.

Risk Management 59

Risk Management Risk Management Data-driven 59

David Menninger's Analyst Perspectives

OCTOBER 30, 2024

The application suite includes procurement, inventory management, warehouse management, order management and transportation management. Far from static, supply chain managers must constantly adjust to changing market conditions and prices, as well as adapt to unforecastable disruptions.

Management 130

Management IT Sales Manufacturing 130

Analytics Vidhya

JANUARY 22, 2024

Introduction In the realm of Python programming, managing and manipulating data is a core skill, and Python’s prowess in handling lists is a testament to its versatility. This article explores various strategies for efficient item removal from […] The post How to Remove an Item from a List in Python ?

Strategy 318

Strategy Management Analytics IT 318