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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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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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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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

More Trending

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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 235
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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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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 116
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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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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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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 290
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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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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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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 133
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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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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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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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La preparación de los datos para la IA; una fantasía para los directivos, un gran reto de TI

CIO Business Intelligence

Los directivos de las compaas pueden estar seguros de que los datos de sus organizaciones estn listos para la inteligencia artificial (IA), pero los trabajadores de TI cuentan una historia muy diferente: la mayora pasa horas cada da dndoles forma. Segn una encuesta reciente de Capital One sobre la preparacin para la IA , casi nueve de cada diez lderes empresariales afirman que los ecosistemas de datos de sus organizaciones estn listos para desarrollar e implementar IA a gran escala.

Software 111
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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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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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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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The Book Look: AI & The Data Revolution

TDAN

I am just going to start off by saying that I am a Laura Madsen fan. Her writing style combines laugh-out-loud humor with practical experience, making her books both enjoyable and educational. Even some of the books subheadings, like Lets Not Do Dumb Stuff Faster and Kwality Is Job One, made me laugh out loud.

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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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Develop a Stand-out Data Science Portfolio with GitHub

KDnuggets

Improve your chances of getting noticed with these tips.

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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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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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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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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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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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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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Top 10 Most In-Demand AI Jobs for 2025

Analytics Vidhya

With advancement in Artificial Intelligence across various sectors, the need for talents in this area is expected to soar. In 2025 the demand for AI jobs: driving change in industries such as healthcare, finance, education, and entertainment. As organizational leaders continue to seek enhanced uses for AI, talent development is axiomatic for realizing this changes […] The post Top 10 Most In-Demand AI Jobs for 2025 appeared first on Analytics Vidhya.

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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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Corporate One enables immediate payments with Data Orchestration Hub

CIO Business Intelligence

CorporateOneFederal Credit Union, headquartered in Columbus, Ohio, is a non-profit thats provided investment, funding, and payment solutions to their members for nearly 75 years. During this time, its adapted to a lot of changes in the industry, and has always worked to ensure members dont get left behind. So it was around 2017 when there were several brainstorming sessions about how to innovate, and they realized there was a need to better orchestrate and enable the flow of messages from one fi

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Chart Snapshot: Fishbone Diagrams

The Data Visualisation Catalogue

Also known as a Ishikawa Diagram, C ause-and-effect Diagram, Herringbone Diagram. A Fishbone Diagram is a visual tool used to systematically explore the potential causes of a problem or effect. The name comes from its resemblance to a fish skeleton, with the main problem forming the ‘head’ of the fish and the potential causes branching off like ‘rib bones’ The diagram is widely used in root cause analysis, quality defect prevention, and process improvement to brainstorm a

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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?