Sat.Dec 28, 2024 - Fri.Jan 03, 2025

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Gen AI in 2025: Playtime is over, time to get practical

CIO Business Intelligence

Generative AI playtime may be over, as organizations cut down on experimentation and pivot toward achieving business value, with a focus on fewer, more targeted use cases. Nearly nine out of 10 senior decision-makers said they have gen AI pilot fatigue and are shifting their investments to projects that will improve business performance, according to a recent survey from NTT DATA.

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10 Pandas One-Liners for Quick Data Quality Checks

KDnuggets

Want to run some quick data quality checks? Here are 10 pandas one-liners that'll come in handy.

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Transforming Task Automation: The Future of Intelligent Orchestration

David Menninger's Analyst Perspectives

The evolution from basic task automation platforms to advanced task orchestration and management marks a milestone in the journey toward Intelligent Automation. Task automation platforms initially enabled enterprises to automate repetitive tasks, freeing valuable human resources for more strategic activities. However, as the need for seamless coordination of multiple automated tasks becomes increasingly apparent, enterprises are transitioning toward orchestration approaches that enhance operatio

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30 Must-Try Computer Vision Projects for 2025

Analytics Vidhya

Computer vision, a dynamic field blending artificial intelligence and image processing, is reshaping industries like healthcare, automotive, and entertainment. With advancements such as OpenAIs GPT-4 Vision and Metas Segment Anything Model (SAM), computer vision has become more accessible and powerful than ever. By 2025, the global computer vision market is projected to surpass $41 billion, fueled by innovations in […] The post 30 Must-Try Computer Vision Projects for 2025 appeared first o

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Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

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How to Build Trust in Data Analytics Projects

Dataiku

Data quality issues undermine the reliability of analytics projects, posing significant challenges for analytics leaders and IT teams. In a recent Product Days session, Lauren Anderson and Jean-Guillaume Appert explored how Dataikus embedded data quality features can help you build trust in your data projects. Learn how you or your teams can easily identify, and fix issues, all within the same platform that youre building analytics projects.

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12 AI predictions for 2025

CIO Business Intelligence

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either. Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors.

ROI 141

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AI Agents Applications: What they can and cannot do for a Business?

Analytics Vidhya

AI agents are changing how businesses operate, offering unprecedented opportunities for efficiency, scalability, and innovation. Major AI business organisations like Meta, Google, etc are rapidly implementing these AI agents into their workflows, while emerging players like CrewAI and LangChain are spearheading the agentic AI movement to create robust autonomous systems.

Analytics 228
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Data-Driven Guide to Avoid These 15 Mistakes as an Amazon Seller

Smart Data Collective

Big data has had a huge impact on our lives. It is why the market for big data is currently worth over $327 billion. Some of the businesses that rely most on big data are Amazon sellers. While Amazon itself relies heavily on big data, its merchants can find it especially useful.

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What fuels Soltour’s strategy of digitalization and innovation

CIO Business Intelligence

Last year, Spains tourism sector, its economic growth engine, reached historical levels, contributing nearly 187 billion (about $195 billion) to its GDP thanks in part to the fruits of digitalization.Technology, saysSoltour CIO Miguel Abril,has taken on a fundamental role, transforming not only the customer experience through personalization and operational efficiency, but also the way in which consumers plan, book, and enjoy their trips.

Strategy 115
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Getting Started with Building RAG Systems Using Haystack

KDnuggets

Retrieval augmented generation (RAG) is altering the way we use large language models, but building these systems can be hectic. In this article, you will learn how to build RAG systems using Haystack.

Modeling 110
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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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Marco-o1 vs Llama 3.2: Which is Better?

Analytics Vidhya

OpenAI’s o1 model has generated considerable excitement in the field of large reasoning models (LRMs) due to its advanced capabilities in tackling complex problems. Building on this foundation, Marco-o1 emerges as a new LRM that not only emphasizes traditional disciplines such as mathematics and coding but also prioritizes open-ended problem-solving across a variety of domains.

Modeling 286
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Your 2024 Analytics Wrapped: Top Dataiku Features for Analysts

Dataiku

As we wrap up another year of data exploration, collaboration, and insight generation, its time to spotlight the top new features in Dataiku that made analysts' lives easier in 2024. Think of it as your personal Spotify Wrapped, but for the tools and updates that powered your analytics journey in 2024.

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Download the Hot IT Certifications Enterprise Spotlight

CIO Business Intelligence

Download the January 2025 issue of the Enterprise Spotlight from the editors of CIO, Computerworld, CSO, InfoWorld, and Network World.

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Job Hunting in 2025: What You Need to Know

KDnuggets

This is a quick shortlist to make sure youre ticking off the essentials for your job hunt in 2025.

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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?

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Tools and Frameworks for Deep Learning GPU Benchmarks

Analytics Vidhya

Deep learning GPU benchmarks has revolutionized the way we solve complex problems, from image recognition to natural language processing. However, while training these models often relies on high-performance GPUs, deploying them effectively in resource-constrained environments such as edge devices or systems with limited hardware presents unique challenges.

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White Paper: The Practical Use of GenAI in Business Intelligence and Analytics Tools

Smarten

It contains the Current and Future State of Augmented Analytics and The Benefits of Integrating Augmented Analytics Into Business Strategy

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IA generativa en 2025: de la experimentación a la práctica real

CIO Business Intelligence

Parece llegar a su fin el tiempo de que las empresas jueguen con la IA generativa : las organizaciones comienzan una nueva etapa en la que se reduce la experimentacin para pivotar hacia logros de valor empresarial , con un enfoque en menos casos de uso pero ms especficos. Segn una encuesta realizada recientemente por NTT DATA, casi nueve de cada diez responsables de la toma de decisiones de alto nivel afirman estar cansados de los proyectos piloto de IA generativa y estn cambiando sus inversione

Strategy 115
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The Most Popular KDnuggets Articles of 2024

KDnuggets

Let's have a look at the most popular articles on KDnuggets this past year. How many have you read?

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌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.

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Top 9 AI Controversies of 2024

Analytics Vidhya

The year 2024 marked a transformative period for artificial intelligence, marked by great innovations and challenges. An estimated $500 billion global AI market value has created countless tools, apps, and companies that have changed industries and our daily lives. These technological marvels were also accompanied by waves of controversy that sparked debates over ethics, societal […] The post Top 9 AI Controversies of 2024 appeared first on Analytics Vidhya.

Marketing 206
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Your 2024 Analytics Wrapped: Top Dataiku Features for Analysts

Dataiku

As we wrap up another year of data exploration, collaboration, and insight generation, its time to spotlight the top new features in Dataiku that made analysts' lives easier in 2024. Think of it as your personal Spotify Wrapped, but for the tools and updates that powered your analytics journey in 2024.

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Ocho razones por las que las transformaciones digitales aún fracasan

CIO Business Intelligence

Se podra pensar que los lderes de TI ya tendrandominado toda la operativa de transformacin digital, dado que las organizaciones han estado implementando iniciativas durante varios aos. Pero estaran equivocados. Muchos de los problemas que las organizaciones han enfrentado al implementar nuevos procesos continan acosndolas. Las cosas fciles se han hecho y las que quedan son difciles, como tener que lidiar con las partes humanas, dice Stephanie Woerner, cientfica investigadora principal y director

Insurance 115
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Develop a Stand-out Data Science Portfolio with GitHub

KDnuggets

Improve your chances of getting noticed with these tips.

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Marketing Operations in 2025: A New Framework for Success

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.

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Top 10 Open-Source AI Libraries for Developers

Analytics Vidhya

The world of artificial intelligence is advancing at an unprecedented pace, and open-source libraries are at the heart of this transformation. These libraries empower developers by providing accessible, cutting-edge tools to create, experiment, and deploy AI solutions efficiently. As we step into 2025, several open-source libraries stand out for their impact on AI innovation, usability, […] The post Top 10 Open-Source AI Libraries for Developers appeared first on Analytics Vidhya.

Analytics 207
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Digital Transformation in Insurance: Overcoming Legacy Challenges

TDAN

The insurance industry is experiencing a digital revolution. As customer expectations evolve and new technologies emerge, insurers are under increasing pressure to undergo digital transformation. However, legacy systems and outdated processes present significant hurdles for many companies.

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Ready to transform how your IT organization drives business outcomes with AIOps?

CIO Business Intelligence

Artificial intelligence for IT operations (AIOps) solutions help manage the complexity of IT systems and drive outcomes like increasing system reliability and resilience, improving service uptime, and proactively detecting and/or preventing issues from happening in the first place. According to BMC research in partnership with Forbes Insight , more than 80% of IT leaders trust AI output and see a significant role for AI, including but not limited to generative AI outputs.

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The 3 Pillars for Scaling AI in Enterprises

Dataiku

At Dataikus recent Product Days event , Sophie Dionnet , Dataiku Global VP of Product and Business Solutions, delivered a compelling session on accelerating Everyday AI trajectories. She outlined the pressing challenges businesses face fragmented processes, the need for speed without sacrificing control, and the growing demand for governance in a regulated AI landscape.

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Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

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Top 11 GenAI Powered Data Engineering Tools to Follow in 2025

Analytics Vidhya

What will data engineering look like in 2025? How will generative AI shape the tools and processes Data Engineers rely on today? As the field evolves, Data Engineers are stepping into a future where innovation and efficiency take center stage. GenAI is already transforming how data is managed, analyzed, and utilized, paving the way for […] The post Top 11 GenAI Powered Data Engineering Tools to Follow in 2025 appeared first on Analytics Vidhya.

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How Can Data Visualization Help You Achieve Business Results?

TDAN

Research has shown that many people learn best when they see a story or information depicted in an image. Graphs, charts with colors, lines and shapes can often tell a story and communicate issues, challenges and opportunities in a business environment. According to Forbes, Almost eighty-thousand scientific studies attest that visual images promote retention.

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2025 Middle East tech trends: How CIOs will drive innovation with AI

CIO Business Intelligence

The Middle East is rapidly evolving into a global hub for technological innovation, with 2025 set to be a pivotal year in the regions digital landscape. In a recent interview with Jyoti Lalchandani, IDCs Group Vice President and Regional Managing Director for the Middle East, Turkey, and Africa (META), we explore the key trends and technologies that will shape the future of the Middle East and the challenges organizations will face in their digital transformation journey.

IoT 105
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How the Dataiku Universal AI Platform Redefines Enterprise AI

Dataiku

At Dataiku Everyday AI events in Dallas, Toronto, London, Berlin, and Dubai this past fall, we shared a common thread with the audiences: enabling organizations with standout capabilities that make it even easier to make data, analytics, machine learning, AI, and GenAI the source of their competitive differentiation in the years to come. The key to doing so?

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The Cloud Development Environment Adoption Report

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.