Analytics Vidhya
NOVEMBER 6, 2024
Chatbots have evolved from simple question-answer systems to sophisticated, intelligent agents capable of handling complex conversations. As interactions in various fields become more nuanced, the demand for chatbots that can seamlessly manage multiple participants and complex workflows grows. Thanks to frameworks like AutoGen, creating dynamic multi-agent environments is now more accessible.
CIO Business Intelligence
NOVEMBER 7, 2024
Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. “The timeliness is critical. You don’t want to do the work too much in advance because you want that real-time context. We activate the AI just in time,” says Sastry Durvasula, chief information and client services officer at financial services firm TIAA.
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DataKitchen
NOVEMBER 5, 2024
The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data. The Medallion architecture is a design pattern that helps data teams organize data processing and storage into three distinct layers, often called Bronze, Silver, and Gold.
David Menninger's Analyst Perspectives
NOVEMBER 7, 2024
Artificial Intelligence and generative AI are beginning to change how enterprises do many things, especially planning and budgeting. This technology has the potential to significantly redefine the mission of the financial planning and analysis group. It will do so by substantially reducing the time spent on the purely mechanical aspects of day-to-day tasks.
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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?
Analytics Vidhya
NOVEMBER 7, 2024
This is the third article of the series, Agentic AI Design Patterns; here, we will talk about the Agentic AI Planning Pattern. Let’s refresh what we have learned in the two articles – We have studied how agents can reflect and use tools to access information. In the Reflection pattern, we have seen the AI […] The post What is Agentic AI Planning Pattern?
CIO Business Intelligence
NOVEMBER 8, 2024
AI coding agents are poised to take over a large chunk of software development in coming years, but the change will come with intellectual property legal risk, some lawyers say. AI-powered coding agents will be a step forward from the AI-based coding assistants, or copilots, used now by many programmers to write snippets of code. But as coding agents potentially write more software and take work away from junior developers, organizations will need to monitor the output of their robot coders, acc
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
David Menninger's Analyst Perspectives
NOVEMBER 7, 2024
The adoption of cloud environments for analytic workloads has been a key feature of the data platforms sector in recent years. For two-thirds (66%) of participants in ISG’s Data Lake Dynamic Insights Research, the primary data platform used for analytics is cloud based. Many enterprises adopted cloud-based analytic data platforms with a view to improving operational efficiencies by reducing the need for upfront investment in physical infrastructure as well as the ability to scale cloud services
Analytics Vidhya
NOVEMBER 7, 2024
Generative AI is a newly developed field booming exponentially with job opportunities. Companies are looking for candidates with the necessary technical abilities and real-world experience building AI models. This list of interview questions includes descriptive answer questions, short answer questions, and MCQs that will prepare you well for any generative AI interview.
CIO Business Intelligence
NOVEMBER 4, 2024
As more generative AI projects move from proof-of-concept to production, CIOs will be shouldering the additional pressure of enacting AI governance policies to protect the enterprise — and their jobs. There is no dearth of AI governance frameworks available from the US government and European Union, as well as top market researchers, but no doubt, as gen AI innovation outpaces formal standards, CIOs will need to enact and hone internal AI governance policies in 2025 — and enlist the entire C-sui
KDnuggets
NOVEMBER 8, 2024
From learning Python to creating analytical reports, learn about ten easy steps to become a data scientist.
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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.
David Menninger's Analyst Perspectives
NOVEMBER 6, 2024
The structures that govern enterprise security teams are under scrutiny. A recent report from a government watchdog group has taken issue with Microsoft’s cybersecurity strategies in the wake of its Exchange Server attacks, prompting the enterprise software giant to re-evaluate its reporting structures. The implications of this shift extend beyond Microsoft itself, with cybersecurity becoming a leading challenge for companies from every industry as cyber and ransomware attacks have grown in freq
Analytics Vidhya
NOVEMBER 6, 2024
AI is the future and there’s no doubt it will make headway into the entertainment and E-sports industries. Given the extreme competitiveness of E-sports, gamers would love an AI assistant or manager to build the most elite team with maximum edge. Such tools could in theory use vast data and find patterns or even strategies […] The post Build an AI-Powered Valorant E-sports Manager with AWS Bedrock appeared first on Analytics Vidhya.
CIO Business Intelligence
NOVEMBER 5, 2024
In an era where technology reshapes entire industries, I’ve had the privilege of leading Mastercard on an extraordinary journey. Once synonymous with a simple plastic credit card to a company at the forefront of digital payments, we’ve consistently pushed the boundaries of innovation while respecting tradition and our relationships with our merchants, banks, and customers.
KDnuggets
NOVEMBER 6, 2024
In this article, we will learn how to navigate the fine balance building AI regulation while simultaneously fostering innovation.
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.
David Menninger's Analyst Perspectives
NOVEMBER 6, 2024
For many years, HR teams encountered an endless stream of buzzwords often intended to garner excitement about new technological developments or further evolution of the HR profession. Unfortunately, this often leads us down unproductive paths in the attempt to be part of the conversation. Often, executives and senior leaders will express a requirement to include the latest buzzwords in any software RFPs as a minimum for participation.
Analytics Vidhya
NOVEMBER 8, 2024
Senior leaders, including CXOs, constantly face the challenge of having to quickly make informed decisions that shape the future of their organizations. This decision-making process can often become overwhelming, owing to the ever-increasing volume of data and the complexity of modern business. Fortunately, advancements in artificial intelligence (AI) are bringing out innovative solutions and tools […] The post AI Agents for Decision Makers: Your Guide to Building Next-Gen Enterprises appe
CIO Business Intelligence
NOVEMBER 7, 2024
The UK government has introduced an AI assurance platform, offering British businesses a centralized resource for guidance on identifying and managing potential risks associated with AI, as part of efforts to build trust in AI systems. About 524 companies now make up the UK’s AI sector, supporting more than 12,000 jobs and generating over $1.3 billion in revenue, the UK government said.
KDnuggets
NOVEMBER 5, 2024
Enhance your data science portfolio with these seven engaging Python projects that demonstrate essential programming and software engineering skills.
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.
David Menninger's Analyst Perspectives
NOVEMBER 5, 2024
Agents are all the rage — and for a good reason. They are a way to automate work almost effortlessly so that repetitive and boring tasks get done with the least amount of effort on the part of the operator. In business, agents can be a boon for customer satisfaction and a way to improve worker productivity. They are alluring, with an almost unlimited number of potential use cases.
Analytics Vidhya
NOVEMBER 2, 2024
Jamba 1.5 is an instruction-tuned large language model that comes in two versions: Jamba 1.5 Large with 94 billion active parameters and Jamba 1.5 Mini with 12 billion active parameters. It combines the Mamba Structured State Space Model (SSM) with the traditional Transformer architecture. This model, developed by AI21 Labs, can process a 256K effective […] The post Jamba 1.5: Hybrid Mamba-Transformer Model for Advanced NLP appeared first on Analytics Vidhya.
CIO Business Intelligence
NOVEMBER 5, 2024
Setting direction is the first task of leadership. That’s because, by definition, you’re only leading when others are following. Leaders, that is, are supposed to say, “Follow me!” Those who are supposed to follow have every right to ask, “Where to?” “I don’t know” is not an answer likely to garner energetic enthusiasm. But even if you have a better answer, you aren’t done answering questions.
KDnuggets
NOVEMBER 7, 2024
Discover how to leverage Python's f-strings (formatted string literals) to write cleaner, more efficient, and more readable code.
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.
David Menninger's Analyst Perspectives
NOVEMBER 5, 2024
Verint is operating in quite a different marketplace for contact center and agent management technology than existed five years ago. We have seen tremendous innovation and expansion of the available technologies for running centers and optimizing the performance of the human labor pool, as well as an explosion of tools built to automate customer interactions.
Analytics Vidhya
NOVEMBER 4, 2024
Recently, there’s been a surge of tools claiming to detect AI-generated content with impressive accuracy. But can they really do what they promise? Let’s find out! A recent tweet by Christopher Penn exposes a major flaw: an AI detector confidently declared that the US Declaration of Independence was 97% AI-generated. Yes, a document written over 240 […] The post Does the Rise of AI-generated Content Affect Model Training?
CIO Business Intelligence
NOVEMBER 7, 2024
Despite reporting glowing revenue and profits for its fourth quarter, midmarket customer service, IT, and CRM vendor Freshworks said it was laying off 660 employees — about 13 percent of its employees worldwide. The company said the layoffs were part of “realigning our global workforce.” The layoff announcement sounded unusual in that it was mentioned within an otherwise glowing financial report.
AWS Big Data
NOVEMBER 6, 2024
As businesses generate more data from a variety of sources, they need systems to effectively manage that data and use it for business outcomes—such as providing better customer experiences or reducing costs. We see these trends across many industries—online media and gaming companies providing recommendations and customized advertising, factories monitoring equipment for maintenance and failures, theme parks providing wait times for popular attractions, and many others.
Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage
Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.
KDnuggets
NOVEMBER 7, 2024
Curious about LLM agents? Here’s a list of free courses, guides, and blogs that make it easy to start learning and stay updated.
Analytics Vidhya
NOVEMBER 5, 2024
In this guide, I’ll walk you through the process of adding a custom evaluation metric to LLaMA-Factory. LLaMA-Factory is a versatile tool that enables users to fine-tune large language models (LLMs) with ease, thanks to its user-friendly WebUI and comprehensive set of scripts for training, deploying, and evaluating models. A key feature of LLaMA-Factory is LLaMA Board, […] The post Boost Model Evaluation with Custom Metrics in LLaMA-Factory appeared first on Analytics Vidhya.
CIO Business Intelligence
NOVEMBER 4, 2024
Although we live in an increasingly data-driven world, most companies don’t operate data-driven business models. The virtuous circle of network effects driving the success of enterprises like Alphabet, Meta, and Amazon aren’t available to organizations selling traditional products and services. However, the tools to get more from the proprietary data you generate from everyday business processes are becoming widely accessible, and could help your company develop a competitive edge.
AWS Big Data
NOVEMBER 8, 2024
Amazon Redshift is a fast, fully managed cloud data warehouse that makes it cost-effective to analyze your data using standard SQL and business intelligence tools. You can use Amazon Redshift to analyze structured and semi-structured data and seamlessly query data lakes and operational databases, using AWS designed hardware and automated machine learning (ML)-based tuning to deliver top-tier price performance at scale.
Speaker: Jesse Simms, VP at Giant Partners
This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.
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