Sat.Nov 02, 2024 - Fri.Nov 08, 2024

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Hands-on Guide to Building Multi-Agent Chatbots with Autogen

Analytics Vidhya

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.

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‘Just-in-time’ AI: Has its moment arrived?

CIO Business Intelligence

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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The Race For Data Quality in a Medallion Architecture

DataKitchen

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.

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Write queries faster with Amazon Q generative SQL for Amazon Redshift

AWS Big Data

Amazon Redshift is a fully managed, AI-powered cloud data warehouse that delivers the best price-performance for your analytics workloads at any scale. Amazon Q generative SQL brings the capabilities of generative AI directly into the Amazon Redshift query editor. Amazon Q generative SQL for Amazon Redshift was launched in preview during AWS re:Invent 2023.

Metadata 105
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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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Flood Risk Assessment Using Digital Elevation and the HAND Models

Analytics Vidhya

In early 2024, Brazil experienced heavy rainfall, particularly in the south and northeast regions, leading to floods that damaged cities, destroyed crops, and caused fatalities. As climate change increases the frequency of extreme weather conditions, such as droughts and floods, contingency planning and risk assessment are becoming increasingly crucial for managing such events.

Risk 208
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Redefining customer experience: How AI is revolutionizing Mastercard

CIO Business Intelligence

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.

B2B 132

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Accelerate SQL code migration from Google BigQuery to Amazon Redshift using BladeBridge

AWS Big Data

Accelerating SQL code migration from Google BigQuery to Amazon Redshift can be a complex and time-consuming task. Businesses often struggle to efficiently translate their existing BigQuery code to Amazon Redshift, which can delay critical data modernization initiatives. However, with the right tools and approach, this migration process can be significantly streamlined.

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Build an AI-Powered Valorant E-sports Manager with AWS Bedrock

Analytics Vidhya

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.

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AI coding agents come with legal risk

CIO Business Intelligence

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

Risk 133
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Best No-Code LLM App Builders

KDnuggets

Build an LLM application by easily picking and dropping components and connecting them, such as a vector store, web search, memory, and custom prompt.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Incremental refresh for Amazon Redshift materialized views on data lake tables

AWS Big Data

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.

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AI Agents for Decision Makers: Your Guide to Building Next-Gen Enterprises

Analytics Vidhya

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

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AI market evolution: Data and infrastructure transformation through AI

CIO Business Intelligence

Artificial Intelligence (AI), a term once relegated to science fiction, is now driving an unprecedented revolution in business technology. From nimble start-ups to global powerhouses, businesses are hailing AI as the next frontier of digital transformation. Nutanix commissioned U.K. research firm Vanson Bourne to survey 650 global IT, DevOps, and Platform Engineering decision-makers on their enterprise AI strategy.

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Meet Michelle Hoover, Cloudera’s new SVP of Global Alliances and Channels

Cloudera

Cloudera’s partner ecosystem delivers best-of-breed technology solutions to joint customers from the biggest names in the industry and is a core pillar of the company’s growth strategy. Cloudera is committed to fostering collaboration with partners, growing relationships, and innovating for the future. To elevate Cloudera’s partner ecosystem, the company recently announced the promotion of Michelle Hoover to Senior Vice President of Global Alliances & Channels.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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Reduce your compute costs for stream processing applications with Kinesis Client Library 3.0

AWS Big Data

Amazon Kinesis Data Streams is a serverless data streaming service that makes it straightforward to capture and store streaming data at any scale. Kinesis Data Streams not only offers the flexibility to use many out-of-box integrations to process the data published to the streams, but also provides the capability to build custom stream processing applications that can be deployed on your compute fleet.

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How Can Meta AI on WhatsApp Transform Your Mobile Experience?

Analytics Vidhya

The integration of Meta AI into WhatsApp is transforming our mobile experience. Meta has launched its virtual assistant across its various platforms: Facebook, Instagram, WhatsApp, and Messenger. This advanced chatbot uses the company’s most powerful language model, which is currently Llama 3.2, to offer context-aware interactions that boost productivity and engagement.

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AI in the C-suite: Using AI to shape business strategy

CIO Business Intelligence

Jeff Schumacher, CEO of artificial intelligence (AI) software company NAX Group, told the World Economic Forum : “To truly realize the promise of AI, businesses must not only adopt it, but also operationalize it.” Schumacher and others believe AI can help companies make data-driven decisions by automating key parts of the strategic planning process.

Strategy 128
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Roadmap for Becoming a Data Scientist

KDnuggets

From learning Python to creating analytical reports, learn about ten easy steps to become a data scientist.

Reporting 137
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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

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A Planning Center of Excellence Delivers Performance Improvement

David Menninger's Analyst Perspectives

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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Generative AI in Decision-Making: Potential, Pitfalls and Practical Solutions

Analytics Vidhya

In recent years, generative AI has gained prominence in areas like content generation and customer support. However, applying it to complex systems involving decision-making, planning, and control is not straightforward. This paper explores how generative AI can be used in automating decision-making, such as in planning and optimization. It also highlights the challenges this approach […] The post Generative AI in Decision-Making: Potential, Pitfalls and Practical Solutions appeared first

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UK launches platform to help businesses manage AI risks, build trust

CIO Business Intelligence

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.

Risk 130
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Navigating AI Regulation: Balancing Innovation and Protection

KDnuggets

In this article, we will learn how to navigate the fine balance building AI regulation while simultaneously fostering innovation.

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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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Capital One Offers Cost Controls for Cloud Data Warehouses

David Menninger's Analyst Perspectives

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

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Smarten Support Portal Updates – October – 2024!

Smarten

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles Access Rights, Roles and Permissions : AD Integration in Smarten Data Sources : Database Data Sources : Improving performance for fetching data from the database GeoMap : Importing areas and their Lat / Long Predictive Use cases Assisted predictive modelling : Regression : M

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La inversión en TI en Europa crecerá casi un 9% en 2025

CIO Business Intelligence

La firma de análisis Gartner espera que la inversión realizada en TI por parte de empresas y organismos públicos en el Viejo Continente alcance un total de 1,18 billones de dólares (1,10 billones de euros) este año 2024. De cara a 2025, las perspectivas de sus analistas para Europa también son halagüeñas: el gasto en esta partida crecerá un 8,7%, alcanzando los 1,28 millones de dólares.

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5 No-Cost Learning Resources for LLM Agents

KDnuggets

Curious about LLM agents? Here’s a list of free courses, guides, and blogs that make it easy to start learning and stay updated.

IT 130
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Optimizing The Modern Developer Experience with Coder

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.

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Restructuring Cybersecurity: Lessons from Microsoft's Recent Changes

David Menninger's Analyst Perspectives

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

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A Data-Driven Approach to Climate Risk Assessment for the Insurance Industry

TDAN

Climate change is no longer a distant threat, but a present reality that’s reshaping the insurance landscape across the United States. A recent New York Times investigation revealed that the impact of climate change on the U.S.

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CIO metrics are failing digital transformation; it’s time to radically rethink success

CIO Business Intelligence

As organizations continue their digital transformation (DX) journeys, the role of the CIO evolves. However, the metrics used to evaluate CIOs are hindering progress. As digital transformation becomes a critical driver of business success, many organizations still measure CIO performance based on traditional IT values rather than transformative outcomes.

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Mastering f-strings in Python

KDnuggets

Discover how to leverage Python's f-strings (formatted string literals) to write cleaner, more efficient, and more readable code.

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15 Modern Use Cases for Enterprise Business Intelligence

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?