Analytics Vidhya

AUGUST 21, 2024

Introduction You’ve probably interacted with AI models like ChatGPT, Claude, and Gemini for various tasks – answering questions, generating creative content, or assisting with research. But did you know these are examples of large language models (LLMs)? These powerful AI systems are trained on enormous text datasets, enabling them to understand and produce text that […] The post Is Hallucination in Large Language Models (LLMs) Inevitable?

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Modeling Interactive Analytics 317

CIO Business Intelligence

AUGUST 19, 2024

AI’s long-term impact on the job market has sparked controversy and conversation — especially in tech. Whether AI is set to replace workers, augment jobs, or shift the necessary skillsets entirely , organizations — and IT pros alike — need to be prepared for an impending shift in how IT roles will be defined in the AI era and what skills will be needed going forward.

IT 145

IT Risk Strategy Marketing 145

DataKitchen

AUGUST 22, 2024

Data Quality Circles: The Key to Elevating Data and Analytics Team Performance Introduction: The Pursuit of Quality in Data and Analytic Teams. According to a study by HFS Research, 75 percent of business executives do not have a high level of trust in their data. High-quality data underpins the reliability of insights, models’ accuracy, and decision-making processes’ efficacy.

Data Quality 118

Data Quality Analytics Manufacturing Testing 118

Data Science and Beyond

AUGUST 18, 2024

Exploring why universal advice on startup data stacks is challenging, and the importance of context-specific decisions in data infrastructure.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

TDAN

AUGUST 21, 2024

Several years ago, while working for a firm developing groundbreaking software, I proposed to my boss that we were, in fact, creating an entirely new market class of software. My boss quickly dismissed this notion, stating that software firms don’t create market categories — analyst firms do.

Management 52

Management Software Marketing Data Governance 52

AWS Big Data

AUGUST 19, 2024

In today’s data-driven world, the ability to seamlessly integrate and utilize diverse data sources is critical for gaining actionable insights and driving innovation. As organizations increasingly rely on data stored across various platforms, such as Snowflake , Amazon Simple Storage Service (Amazon S3), and various software as a service (SaaS) applications, the challenge of bringing these disparate data sources together has never been more pressing.

Analytics 110

Analytics Data-driven Data Integration Data Lake 110

Cloudera

AUGUST 20, 2024

By now, every organization, regardless of industry, has at least explored the use of AI, if not already embraced it. In today’s market, the AI imperative is firmly here, and failing to act quickly could mean getting left behind. But even as adoption soars, struggles remain, and scalability continues to be a major issue. Organizations are quick to adopt AI, but getting it established across the organization brings a unique set of challenges that come into play.

Data Architecture 78

Data Architecture Data Lake Data Governance Data Warehouse 78

Dataiku

AUGUST 22, 2024

The dynamic nature of AI has only amplified with the rise of GenAI , making its future all the more intriguing. During our 2024 Everyday AI Summits in Chicago, San Francisco, and New York, Ren Lee , SVP of Marketing at Dataiku, hosted a panel to analyze the potential future directions of AI in the enterprise. Attendees heard expert insights from Meryem Arik , CEO and Co-Founder at TitanML , Jed Dougherty , VP, Platform Strategy at Dataiku, and Florian Douetteau , CEO and Co-Founder at Dataiku.

Data Processing 52

Data Processing Strategy Marketing Enterprise 52

Jedox

AUGUST 21, 2024

Effective communication and collaboration are no longer just nice-to-have — they are essential for driving success. The Office of Finance is at the heart of every organization, overseeing financial strategy, risk management, and operational efficiency. Often it is a challenge for finance teams to align with stakeholders across business units, departments, and time zones.

Finance 74

Finance Risk Management Risk Strategy 74

Analytics Vidhya

AUGUST 22, 2024

Introduction In language models, where the quest for efficiency and precision is paramount, Llama 3.1 Storm 8B emerges as a notable achievement. This fine-tuned version of Meta’s Llama 3.1 8B Instruct represents a leap forward in enhancing conversational and function-calling capabilities within the 8B parameter model class. The journey to this advancement is rooted in […] The post Llama-3.1-Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks appeared first on Analy

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Modeling Analytics Machine Learning 327

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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

DataKitchen

AUGUST 20, 2024

DataOps, the promising future that nobody seems to be able to make reality. But not for lack of trying: meet Chris Bergh, "Head Chef" at DataKitchen, joining us again to tell us how te filed evolved over the last few years. To get in.

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CIO Business Intelligence

AUGUST 20, 2024

Digital transformation represented among the largest investments in technology to modernize businesses starting in the early 2000s. But the call for digital transformation really gained popularity after 2011 when Capgemini, in partnership with MIT, officially coined the term , defining it as “the use of technology to radically improve performance or the reach of businesses.

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Digital Transformation Modeling ROI Strategy 144

AWS Big Data

AUGUST 22, 2024

This post is co-written with Hemant Aggarwal and Naveen Kambhoji from Kaplan. Kaplan , Inc. provides individuals, educational institutions, and businesses with a broad array of services, supporting our students and partners to meet their diverse and evolving needs throughout their educational and professional journeys. Our Kaplan culture empowers people to achieve their goals.

Data Warehouse 112

Data Warehouse Data Lake Data Integration Management 112

Analytics Vidhya

AUGUST 23, 2024

Introduction Artificial Intelligence has seen remarkable advancements in recent years, particularly in natural language processing. Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1. Both are designed to understand and generate human-like text, making them valuable tools for various applications, from customer support to content creation.

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Modeling Analytics 312

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Data-driven

Data Virtualization

AUGUST 23, 2024

Reading Time: 9 minutes The field of artificial intelligence (AI) is more exciting than ever. The climate is full of creativity and innovation, and we’re learning that large language models (LLMs) have capabilities we can exploit in many ways. In previous posts, I spoke. The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? – Part 4 : Intelligent Autonomous Agents appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysi

Data Integration 98

Data Integration Modeling Management Data Architecture 98

CIO Business Intelligence

AUGUST 19, 2024

Agents come in many forms, many of which respond to prompts humans issue through text or speech. Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. In such systems, multiple agents execute tasks intended to achieve an overarching goal, such as automating payroll, HR processes, and even software development, based on text, images, audio, and video from large language models (LLMs

Sales 143

Sales Software Marketing Testing 143

AWS Big Data

AUGUST 19, 2024

Customers across diverse industries rely on Amazon OpenSearch Service for interactive log analytics, real-time application monitoring, website search, vector database, deriving meaningful insights from data, and visualizing these insights using OpenSearch Dashboards. Additionally, customers often seek out capabilities that enable effortless sharing of visual dashboards and seamless embedding of these dashboards within their applications, further enhancing user experience and streamlining workflo

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Dashboards Data Processing Visualization Snapshot 110

Analytics Vidhya

AUGUST 22, 2024

(SAMPLE) How Generative AI is Revolutionizing Software Development? Introduction Welcome to the future of software development! Generative AI (GenAI) has evolved from a mere buzzword into a powerful force that is fundamentally changing how we create software. No longer limited to theoretical concepts, GenAI is now at the forefront of innovation, automating tasks, generating code, […] The post (SAMPLE) How Generative AI is Revolutionizing Software Development?

Software 303

Software Analytics Machine Learning Modeling 303

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

KDnuggets

AUGUST 23, 2024

Learn large language models with these free resources from Deeplearning.AI, Microsoft, AWS, and more.

Modeling 137

Modeling 137

CIO Business Intelligence

AUGUST 23, 2024

Chinese firms are circumventing US export restrictions on advanced technologies by accessing them through cloud services provided by American companies like Amazon, according to a report from Reuters. Over the past two years, the US government has tightened regulations that prevent top US AI chip designers, such as Nvidia and AMD, from selling their high-performance AI chips to China, aiming to curb their military’s technological advancements.

Reporting 141

Reporting Technology Consulting Modeling 141

Dataiku

AUGUST 23, 2024

Picture this: It’s the end of the quarter, and your finance team is racing to finalize reports, reconcile accounts, and meet compliance standards. On a normal day, these tasks might be manageable, but during financial closes, audits, or regulatory reporting periods, inefficiencies quickly become major roadblocks.

Finance 85

Finance Reporting Management 85

Analytics Vidhya

AUGUST 18, 2024

Introduction We have said au revoir to the Olympic Games Paris 2024, and the next will be held after 4 years, but the development by Google DeepMind may signal a new era in sports and robotics development. I recently came across a fascinating research paper (Achieving Human-Level Competitive Robot Table Tennis) by Google DeepMind that […] The post Will this Google Deepmind Robot Play Table Tennis in the 2028 Olympics?

Analytics 303

Analytics Machine Learning 303

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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

AWS Big Data

AUGUST 20, 2024

When you use Amazon OpenSearch Service for time-bound data like server logs, service logs, application logs, clickstreams, or event streams, storage cost is one of the primary drivers for the overall cost of your solution. Over the last year, OpenSearch Service has released features that have opened up new possibilities for storing your log data in various tiers, enabling you to trade off data latency, durability, and availability.

Cost-Benefit 93

Cost-Benefit Optimization Manufacturing Management 93

CIO Business Intelligence

AUGUST 20, 2024

Our mental models of what constitutes a high-performance team have evolved considerably over the past five years. Pre-pandemic, high-performance teams were co-located, multidisciplinary, self-organizing, agile, and data-driven. These teams focused on delivering reliable technology capabilities, improving end-user experiences, and establishing data and analytics capabilities.

IT 140

IT Digital Transformation Experimentation Risk 140

Smart Data Collective

AUGUST 23, 2024

AI technology can do a lot to help make web design more inclusive and help people with disabilities use websites more easily.

Technology 94

Technology 94

Analytics Vidhya

AUGUST 20, 2024

Introduction Technology has given us a sense of imagining our world where machines can even identify our preferences and anticipate the things that we need along with analyzing past interactions to deliver better output. The future depicted in this world is not the future; it is the present, facilitated by Artificial Intelligence. From the virtual […] The post How Does AI Work?

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Interactive Technology Analytics IT 304

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

AWS Big Data

AUGUST 21, 2024

The current scaling approach of Amazon Redshift Serverless increases your compute capacity based on the query queue time and scales down when the queuing reduces on the data warehouse. However, you might need to automatically scale compute resources based on factors like query complexity and data volume to meet price-performance targets, irrespective of query queuing.

Optimization 92

Optimization Data Lake Data Warehouse Cost-Benefit 92

CIO Business Intelligence

AUGUST 20, 2024

The cloud computing revolution brought with it many innovations, but also lessons about the pitfalls of rapidly adopting new technologies without a well-planned strategy. Today, IT leaders are at a similar crossroads with the rise of generative AI. As organizations build their AI factories today in this new era, IT leaders have an opportunity to learn from their cloud-first sins of the past and strategically build in a way that prioritizes security, governance, and cost efficiencies over the l

Strategy 137

Strategy ROI Data-driven Data Processing 137

KDnuggets

AUGUST 20, 2024

This article explains the basics of time series analysis. Learn to prepare your data and visualize trends in R.

Visualization 108

Visualization 108

Analytics Vidhya

AUGUST 22, 2024

Introduction Imagine having a personal assistant that not only understands your requests but also knows exactly how to execute them, whether it’s performing a quick calculation or fetching the latest stock market news. In this article, we delve into the fascinating world of AI agents, exploring how you can build your own using the LlamaIndex […] The post Implementing AI Agents Using LlamaIndex appeared first on Analytics Vidhya.

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Marketing Analytics IT Modeling 289

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