Analytics Vidhya

OCTOBER 12, 2022

This article was published as a part of the Data Science Blogathon. Introduction Since the 1970s, relational database management systems have solved the problems of storing and maintaining large volumes of structured data.

Structured Data 354

Structured Data Big Data Data Science Publishing 354

AWS Big Data

OCTOBER 17, 2024

Amazon Kinesis Data Analytics for SQL is a data stream processing engine that helps you run your own SQL code against streaming sources to perform time series analytics, feed real-time dashboards, and create real-time metrics. AWS has made the decision to discontinue Kinesis Data Analytics for SQL, effective January 27, 2026.

Data Analytics 136

Data Analytics Management Analytics Recreation/Entertainment 136

Analytics Vidhya

DECEMBER 13, 2022

This article was published as a part of the Data Science Blogathon. Introduction Source – pexels.com Are you struggling to manage and analyze large amounts of data? Are you looking for a cost-effective and scalable solution for your data warehouse needs? Look no further than AWS Redshift.

Data Warehouse 330

Data Warehouse Cost-Benefit Data Science Publishing 330

Analytics Vidhya

JUNE 24, 2022

This article was published as a part of the Data Science Blogathon. Hence implementation of Supply Chain Management (SCM) business processes is very crucial for the success (improving the bottom line!) Organizations often procure an SCM solution from leading vendors (SAP, Oracle […]. of an organization.

Management 344

Management Data Science Publishing Analytics 344

Analytics Vidhya

SEPTEMBER 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction In the Big Data space, companies like Amazon, Twitter, Facebook, Google, etc., collect terabytes and petabytes of user data that must be handled efficiently.

Big Data 348

Big Data Data Science Publishing Optimization 348

CIO Business Intelligence

JANUARY 14, 2025

As the pace of technological advancement accelerates, its becoming increasingly clear that solutions must balance immediate needs with long-term workforce transformation. Spoiler alert: The solution we will explore in this two-part series is generative AI (GenAI).

Strategy 124

Strategy IT Marketing Technology 124

CIO Business Intelligence

OCTOBER 30, 2024

AI’s ability to automate repetitive tasks leads to significant time savings on processes related to content creation, data analysis, and customer experience, freeing employees to work on more complex, creative issues. Building a strong, modern, foundation But what goes into a modern data architecture?

Enterprise 139

Enterprise Data Architecture Unstructured Data Insurance 139

CIO Business Intelligence

DECEMBER 5, 2024

In today’s data-driven world, large enterprises are aware of the immense opportunities that data and analytics present. Yet, the true value of these initiatives is in their potential to revolutionize how data is managed and utilized across the enterprise.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

O'Reilly on Data

DECEMBER 10, 2024

Thats a lot easier, but its a textbook example, so whatever the result, Id never know whether QwQ reasoned correctly or if it just managed to parrot something from its training set. There are more than a few math textbooks online, and its fair to assume that all of them are in the training data. So lets go! What else can we learn?

Testing 260

Testing Modeling Software IT 260

O'Reilly on Data

JANUARY 21, 2025

This distinction is critical because the challenges and solutions for conversational AI are unique to systems that operate in an interactive, real-time environment. Having received the relevant details, the structured workflow queries backend data to determine the issue: Were items shipped separately? Are they still in transit?

Cost-Benefit 305

Cost-Benefit Testing Interactive Software 305

CIO Business Intelligence

DECEMBER 12, 2024

Business leaders may be confident that their organizations data is ready for AI, but IT workers tell a much different story, with most spending hours each day massaging the data into shape. Theres a perspective that well just throw a bunch of data at the AI, and itll solve all of our problems, he says.

IT 134

IT Data Quality Experimentation Machine Learning 134

CIO Business Intelligence

JANUARY 9, 2025

Salesforces recent State of Commerce report found that 80% of eCommerce businesses already leverage AI solutions. It demands a robust foundation of consistent, high-quality data across all retail channels and systems. Enter Akeneo, a global leader in Product Experience Management (PXM) and AI tech stack solutions.

B2B 105

B2B Cost-Benefit Data-driven Sales 105

AWS Big Data

OCTOBER 21, 2024

Data is the most significant asset of any organization. However, enterprises often encounter challenges with data silos, insufficient access controls, poor governance, and quality issues. Embracing data as a product is the key to address these challenges and foster a data-driven culture.

Sales 115

Sales Data-driven Data Processing Key Performance Indicator 115

AWS Big Data

OCTOBER 29, 2024

To achieve this, they aimed to break down data silos and centralize data from various business units and countries into the BMW Cloud Data Hub (CDH). However, the initial version of CDH supported only coarse-grained access control to entire data assets, and hence it was not possible to scope access to data asset subsets.

Data Lake 109

Data Lake Sales Metadata Machine Learning 109

AWS Big Data

DECEMBER 4, 2024

With the growing emphasis on data, organizations are constantly seeking more efficient and agile ways to integrate their data, especially from a wide variety of applications. In addition, organizations rely on an increasingly diverse array of digital systems, data fragmentation has become a significant challenge.

Data Integration 114

Data Integration Data Lake Statistics Data-driven 114

AWS Big Data

JANUARY 9, 2025

In this post, we focus on data management implementation options such as accessing data directly in Amazon Simple Storage Service (Amazon S3), using popular data formats like Parquet, or using open table formats like Iceberg. Data management is the foundation of quantitative research.

Metadata 110

Metadata Snapshot Cost-Benefit Optimization 110

O'Reilly on Data

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. at Facebook—both from 2020.

Unstructured Data 323

Unstructured Data Structured Data Statistics Modeling 323

CIO Business Intelligence

NOVEMBER 21, 2024

Increasing the pace of AI adoption If the headlines around the new wave of AI adoption point to a burgeoning trend, it’s that accelerating AI adoption will allow businesses to reap the full benefits of their data. This is why Dell Technologies developed the Dell AI Factory with NVIDIA, the industry’s first end-to-end AI enterprise solution.

IT 111

IT Cost-Benefit Optimization Manufacturing 111

CIO Business Intelligence

NOVEMBER 19, 2024

The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data. The challenges of integrating data with AI workflows When I speak with our customers, the challenges they talk about involve integrating their data and their enterprise AI workflows.

Management 116

Management Unstructured Data Deep Learning Metadata 116

David Menninger's Analyst Perspectives

MAY 21, 2025

Early tools applied rudimentary machine learning (ML) models to customer relationship management (CRM) exports, assigning win probability scores or advising on the ideal time to call. The root cause of the problem came down to data quality. Unfortunately, relying on the manual entry of this type of data is a fool's errand.

Sales 130

Sales Measurement Data-driven Dashboards 130

AWS Big Data

JANUARY 15, 2025

For container terminal operators, data-driven decision-making and efficient data sharing are vital to optimizing operations and boosting supply chain efficiency. Together, these capabilities enable terminal operators to enhance efficiency and competitiveness in an industry that is increasingly data driven.

IoT 110

IoT Machine Learning Metadata Data-driven 110

Analytics Vidhya

JANUARY 9, 2024

Introduction In Python programming, efficient data handling is paramount, and optimizing this process is vital for streamlined workflows. As you navigate the world of data management, one powerful tool is the Python Pickle module—a versatile solution for object serialization.

Optimization 320

Optimization Management Analytics Machine Learning 320

CIO Business Intelligence

NOVEMBER 27, 2024

From customer service chatbots to marketing teams analyzing call center data, the majority of enterprises—about 90% according to recent data —have begun exploring AI. For companies investing in data science, realizing the return on these investments requires embedding AI deeply into business processes.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

Analytics Vidhya

MARCH 10, 2023

Introduction Snowflake is a cloud-based data warehousing platform that enables enterprises to manage vast and complicated information by providing scalable storage and processing capabilities. It is intended to be a fully managed, multi-cloud solution that does not need clients to handle hardware or software.

Software 307

Software Enterprise Management Analytics 307

CIO Business Intelligence

MARCH 25, 2025

These areas are considerable issues, but what about data, security, culture, and addressing areas where past shortcuts are fast becoming todays liabilities? Types of data debt include dark data, duplicate records, and data that hasnt been integrated with master data sources.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

AWS Big Data

OCTOBER 11, 2024

Snapshots are crucial for data backup and disaster recovery in Amazon OpenSearch Service. Snapshots play a critical role in providing the availability, integrity and ability to recover data in OpenSearch Service domains. Migration – Manual snapshots can be useful when you want to migrate data from one domain to another.

Snapshot 110

Snapshot Dashboards Management Testing 110

Analytics Vidhya

APRIL 23, 2024

Introduction Apache Airflow is a powerful platform that revolutionizes the management and execution of Extracting, Transforming, and Loading (ETL) data processes. It offers a scalable and extensible solution for automating complex workflows, automating repetitive tasks, and monitoring data pipelines.

Data Processing 312

Data Processing Management Analytics IT 312

CIO Business Intelligence

MAY 22, 2025

A digital twin is a digital replica of a physical object, system or process that uses real-time data and AI-driven analytics to replicate and predict the behaviour of its real-world counterpart. The virtual representation of the physical entity, constructed using data, algorithms and simulations. Data integration. Visualization.

Enterprise 112

Enterprise Visualization Key Performance Indicator Machine Learning 112

Analytics Vidhya

AUGUST 30, 2024

Introduction As data scales and characteristics shift across fields, graph databases emerge as revolutionary solutions for managing relationships. Imagine a social network where members connect as friends, followers, or colleagues—graph databases shine in such interconnected data scenarios.

Management 284

Management Analytics 284

CIO Business Intelligence

NOVEMBER 22, 2024

The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. But that’s only structured data, she emphasized. MIT event, moderated by Lan Guan, CAIO at Accenture.

Unstructured Data 136

Unstructured Data Testing Modeling Enterprise 136