Analytics Vidhya

NOVEMBER 23, 2024

In the dynamic world of software development, where innovation is the cornerstone of success, developers constantly seek tools that can enhance their productivity and streamline their workflows. Enter Windsurf Editor by Codeium, a revolutionary platform that redefines the coding experience by integrating the power of artificial intelligence (AI). The tech world is witnessing an extraordinary […] The post Windsurf Editor: Revolutionizing Coding with AI-Powered Intelligence appeared first on

Software 234

Software Analytics 234

O'Reilly on Data

NOVEMBER 26, 2024

There is a crisis in technical education. The golden road to a career has always been through a college education. However, this “golden road” has developed deep cracks and is badly in need of maintenance. Postsecondary education is rapidly becoming unaffordable, even at public colleges and universities. Tuition has risen at a rate 50% greater than inflation.

B2B 193

B2B Consulting Machine Learning Data-driven 193

KDnuggets

NOVEMBER 25, 2024

Building data pipelines is a very important skill that you should learn as a data engineer. A data pipeline is just a series of procedures that transport data from one location to another, frequently changing it along the way.

IT 100

IT 100

David Menninger's Analyst Perspectives

NOVEMBER 26, 2024

Doing more with less is the defining characteristic of finance and accounting departments in midsize enterprises, which ISG research defines as organizations with between 100 and 999 workers. One frustrating truth confronting executives in these organizations is that, once their company stops being a small business, it has many of the same challenges that large enterprises face but with fewer resources to deal with them.

Enterprise 130

Enterprise Management Finance Cost-Benefit 130

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

Dataiku

NOVEMBER 25, 2024

Everything changed in October of 2023. Prior to October of that year, Generative AI (GenAI) had already been creating steady waves across all industries, altering the way and speed at which work was produced. However, that autumn, OpenAI natively included their image generation model, DALL-E 2, into ChatGPT. This integration brought the idea of visual GenAI image creation into the mainstream.

Visualization 52

Visualization Modeling IT 52

Analytics Vidhya

NOVEMBER 26, 2024

Machine learning (ML) has become a cornerstone of modern technology, enabling businesses and researchers to make data-driven decisions with greater precision. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging. Whether you’re working on a classification task, predicting trends, or building a recommendation […] The post How to Choose Best ML Model for your Usecase?

Modeling 217

Modeling Machine Learning Data-driven Technology 217

CIO Business Intelligence

NOVEMBER 28, 2024

For enterprises operating on the cloud, security and cost management are rising concerns. Typically, these issues are addressed in silos, with cyber teams and FinOps teams pursuing their charters and priorities separately — and with little thought given to collaboration opportunities between these teams that could be leveraged for better business results.

Cost-Benefit 125

Cost-Benefit Metrics Key Performance Indicator Reporting 125

KDnuggets

NOVEMBER 27, 2024

Terrified of calculus but dream of being a data scientist? Breathe easy! Discover the surprising truth about math in data science and how you can succeed without being a math genius.

Data Science 103

Data Science 103

Analytics Vidhya

NOVEMBER 29, 2024

The year 2024 was nothing short of a rollercoaster for OpenAI, a company that has become synonymous with the cutting edge of artificial intelligence. From groundbreaking product launches to leadership shake-ups and even legal disputes, OpenAI navigated a whirlwind of events. These happenings showcased both the promise and the challenges of building advanced AI systems […] The post 2024 for OpenAI: Highs, Lows, and Everything in Between appeared first on Analytics Vidhya.

Analytics 181

Analytics 181

AWS Big Data

NOVEMBER 27, 2024

This post is co-written with Mulugeta Mammo and Akash Shankaran from Intel. Today, we’re excited to announce the availability of Intel Advanced Vector Extensions 512 (AVX-512) technology acceleration on vector search workloads when you run OpenSearch 2.17+ domains with the 4 th generation Intel Xeon Intel instances on the Amazon OpenSearch Service. When you run OpenSearch 2.17 domains on C/M/R 7i instances , you can gain up to 51% in vector search performance at no additional cost compared to pr

Cost-Benefit 105

Cost-Benefit Optimization Machine Learning Software 105

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

CIO Business Intelligence

NOVEMBER 28, 2024

For its Generative AI Readiness Report, IT services company Avanade surveyed over 3,000 business and IT executives in 10 countries from companies with at least $500 million in annual revenue. Unsurprisingly, more than 90% of respondents said their organization needs to shift to an AI-first operating model by the end of this year to stay competitive — and time to do so is running out.

IT 123

IT Data Governance Risk Consulting 123

KDnuggets

NOVEMBER 27, 2024

Could AI replace traditional software testers? Learn how Generative AI transforms their roles and supercharges testing efficiency without missing critical tests.

Testing 116

Testing Software Marketing 116

Analytics Vidhya

NOVEMBER 27, 2024

Anthropic’s Claude 3.5 is one of the latest updates in the field of generative AI. This new and improved GenAI chatbot introduces powerful features that extend its usability across various domains. With new features like prompt advising, artifacts, and tools to interact with computer files, Claude 3.5 aims to serve businesses, developers, researchers, and general […] The post Exploring the Latest Features of Claude 3.5 and What We Can Do With Them appeared first on Analytics Vidhya.

Interactive 207

Interactive Analytics IT 207

AWS Big Data

NOVEMBER 26, 2024

This post was co-written with Dipankar Mazumdar, Staff Data Engineering Advocate with AWS Partner OneHouse. Data architecture has evolved significantly to handle growing data volumes and diverse workloads. Initially, data warehouses were the go-to solution for structured data and analytical workloads but were limited by proprietary storage formats and their inability to handle unstructured data.

Metadata 88

Metadata Data Lake Snapshot Cost-Benefit 88

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

CIO Business Intelligence

NOVEMBER 26, 2024

CEOs and CIOs appear to have conflicting views of the readiness of their organizations’ IT systems, with a large majority of chief executives worried about them being outdated, according to a report from IT services provider Kyndryl. About two-thirds of CEOs say they’re concerned their IT tools are out-of-date or close to the end of their lives, according to Kyndryl’s survey of 3,200 business and IT executives.

IT 122

IT Recreation/Entertainment Finance Risk 122

KDnuggets

NOVEMBER 29, 2024

Working with large datasets is common but challenging. Here are some tips to make working with such large datasets in Python simpler.

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108

Analytics Vidhya

NOVEMBER 25, 2024

GraphRAG adopts a more structured and hierarchical method to Retrieval Augmented Generation (RAG), distinguishing itself from traditional RAG approaches that rely on basic semantic searches of unorganized text snippets. The process begins by converting raw text into a knowledge graph, organizing the data into a community structure, and summarizing these groupings.

Analytics 209

Analytics 209

AWS Big Data

NOVEMBER 27, 2024

Amazon Redshift is a fast, petabyte-scale, cloud data warehouse that tens of thousands of customers rely on to power their analytics workloads. Thousands of customers use Amazon Redshift data sharing to enable instant, granular, and fast data access shared across Redshift provisioned clusters and serverless workgroups. This allows you to scale your read workloads to thousands of concurrent users without having to move or copy data.

Modeling 82

Modeling Sales Cost-Benefit Data Warehouse 82

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

CIO Business Intelligence

NOVEMBER 25, 2024

When it embarked on an ERP modernization project, the second time proved to be the charm for Allegis Corp., which performed two ERP deployments in seven years. “Two ERP deployments in seven years is not for the faint of heart,” admits Dave Shannon, CIO of the hardware distribution firm. Allegis had been using a legacy on-premises ERP system called Eclipse for about 15 years, which Shannon says met the business needs well but had limitations.

Digital Transformation 122

Digital Transformation Data Warehouse Data Governance Enterprise 122

KDnuggets

NOVEMBER 26, 2024

Redis is an open-source in-memory data structure storage known for its excellent speed and scalability. This guide provides a comprehensive overview of installing and setting up Redis on various operating systems, including Linux, Windows, and macOS.

IT 95

IT 95

Analytics Vidhya

NOVEMBER 29, 2024

As a developer, you’re likely familiar with the power of large language models (LLMs) but also the challenges they bring—extensive computational requirements and high latency. Enter Small Language Models (SLMs)—compact, efficient versions of LLMs with fewer than 10 billion parameters. Designed for speed and resource efficiency, SLMs are tailor-made for scenarios like edge computing and […] The post Performance Evaluation of Small Language Models: Insights and Comparisons appeared first on

Modeling 184

Modeling Analytics 184

AWS Big Data

NOVEMBER 27, 2024

While customers can perform some basic analysis within their operational or transactional databases, many still need to build custom data pipelines that use batch or streaming jobs to extract, transform, and load (ETL) data into their data warehouse for more comprehensive analysis. Zero-ETL integration with Amazon Redshift reduces the need for custom pipelines, preserves resources for your transactional systems, and gives you access to powerful analytics.

Data Warehouse 81

Data Warehouse Analytics Testing Modeling 81

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

CIO Business Intelligence

NOVEMBER 28, 2024

Durante décadas, las empresas han permitido a sus trabajadores utilizar cualquier navegador gratuito que quisieran para acceder a los archivos más confidenciales posibles. Los CIO creían que el software de seguridad del entorno (como las aplicaciones de seguridad de puntos finales o las puertas de enlace web supuestamente seguras) brindaría todas las protecciones necesarias.

Software 100

Software 100

KDnuggets

NOVEMBER 29, 2024

Black Friday is finally here, and so are huge savings for your machine learning journey!

Machine Learning 120

Machine Learning 120

Analytics Vidhya

NOVEMBER 28, 2024

In today’s data-driven world, organizations rely on data analysts to interpret complex datasets, uncover actionable insights, and drive decision-making. But what if we could enhance the efficiency and scalability of this process using AI? Enter the Data Analysis Agent, to automate analytical tasks, execute code, and adaptively respond to data queries.

Data-driven 194

Data-driven Analytics 194

AWS Big Data

NOVEMBER 27, 2024

Amazon S3 Glacier serves several important audit use cases, particularly for organizations that need to retain data for extended periods due to regulatory compliance, legal requirements, or internal policies. S3 Glacier is ideal for long-term data retention and archiving of audit logs, financial records, healthcare information, and other compliance-related data.

Big Data 74

Big Data Data Processing Cost-Benefit Optimization 74

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Reporting

CIO Business Intelligence

NOVEMBER 25, 2024

A job listing advertisement on a digital platform costs next to nothing, but the intelligence it can provide a company — even without any intent to fill the position — can be significant. A job listing alone can help a company build a potential talent base to draw on for the future, enable it to investigate market trends, or draw attention to the company as one experiencing growth.

Advertising 115

Advertising Publishing Testing Marketing 115

KDnuggets

NOVEMBER 29, 2024

This is a collection of the 10 most frequently used Conda commands that every data scientist, machine learning engineer, or Python developer should have at their fingertips.

Data Science 80

Data Science Machine Learning 80

Analytics Vidhya

NOVEMBER 27, 2024

Today, I am discussing RAG vs Agentic RAG. In this guide, I will provide you with the comparison and then proceed to the hands-on part. Firstly, let’s understand what RAG is. It is not a piece of old cloth but the framework LLM uses to get relevant, up-to-date, and context-specific information by combining retrieval and […] The post RAG vs Agentic RAG: A Comprehensive Guide appeared first on Analytics Vidhya.

Analytics 195

Analytics IT 195

Ontotext

NOVEMBER 29, 2024

Introduction Unlike our not-so-distant hunter-gatherer ancestors, today most of us live in a built environment. According to the World Bank, about 56% of the world’s population (4.4 billion inhabitants) reside in cities. This trend is expected to continue and by 2050 the urban population is likely to be more than double its current size, with nearly 7 of 10 people living in cities.

Modeling 59

Modeling Structured Data Technology Data Transformation 59

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven