Analytics Vidhya

MARCH 31, 2025

Can AI generate truly relevant answers at scale? How do we make sure it understands complex, multi-turn conversations? And how do we keep it from confidently spitting out incorrect facts? These are the kinds of challenges that modern AI systems face, especially those built using RAG. RAG combines the power of document retrieval with the […] The post Top 13 Advanced RAG Techniques for Your Next Project appeared first on Analytics Vidhya.

Analytics 214

Analytics IT 214

CIO Business Intelligence

MARCH 31, 2025

The 2024 Security Priorities study shows that for 72% of IT and security decision makers, their roles have expanded to accommodate new challenges, with Risk management, Securing AI-enabled technology and emerging technologies being added to their plate. Artificial Intelligence has sharpened both edges of the sword, as organizations are better equipped to defend against cybersecurity conundrums that are finessed to be deadly, wide-ranging and impacting operations and market reputation.

Data-driven 121

Data-driven Risk Risk Management Metrics 121

KDnuggets

APRIL 2, 2025

Go beyond the basics by adding these cool and useful Python functions to your programming toolbox.

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Aryng

MARCH 31, 2025

If your companys revenue is stagnating or worse, plummeting, its because something in your strategy is broken. But the good news is that you dont need to burn more cash on ads, hire expensive consultants, or pivot to something completely new. All you need is better data-driven decision-making. How to Increase Revenue for Your […] The post 5 Proven Data-Driven Strategies to Skyrocket Your Companys Revenue appeared first on Aryng's Blog.

Data-driven 52

Data-driven Strategy Consulting Customer Analytics 52

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.

Modeling

Analytics Vidhya

MARCH 29, 2025

Recent advancements in reasoning models, such as OpenAI’s o1 and DeepSeek R1, have propelled LLMs to achieve impressive performance through techniques like Chain of Thought (CoT). However, the verbose nature of CoT leads to increased computational costs and latency. A novel paper published by Zoom Communications presents a new prompting technique called Chain of Draft […] The post Chain of Draft Prompting with Gemini and Groq appeared first on Analytics Vidhya.

Publishing 203

Publishing Modeling Analytics 203

Smart Data Collective

APRIL 4, 2025

Struggling to improve your ROI? Learn about the key metrics to consider when monitoring the progress of your SEO operations here. Analytics is the driver of maximizing the success of SEO initiatives. We talked about this in our article on the benefits of data-driven SEO.

Data Analytics 87

Data Analytics Analytics ROI Metrics 87

CIO Business Intelligence

APRIL 1, 2025

In this issue, we explore the intersection of AI and analytics. Data analytics only gets more complex. And its growing use for artificial intelligence applications brings a new set of considerations and strategies for IT and business leaders.

Data Analytics 59

Data Analytics Analytics Enterprise Strategy 59

Analytics Vidhya

MARCH 29, 2025

Imagine an AI that can write poetry, draft legal documents, or summarize complex research papersbut how do we truly measure its effectiveness? As Large Language Models (LLMs) blur the lines between human and machine-generated content, the quest for reliable evaluation metrics has become more critical than ever. Enter ROUGE (Recall-Oriented Understudy for Gisting Evaluation), a […] The post ROUGE: Decoding the Quality of Machine-Generated Text appeared first on Analytics Vidhya.

Metrics 199

Metrics Measurement Modeling Analytics 199

Smart Data Collective

APRIL 1, 2025

Data analytics helps businesses and governments target the right zip codes for smarter marketing, planning, and resource allocation.

Data Analytics 70

Data Analytics Analytics Marketing 70

KDnuggets

APRIL 4, 2025

Are you a self-learner wanting to break into one of the top 5 data science career paths? If yes, this article is for you.

Data Science 112

Data Science 112

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

Enterprise

Dataiku

APRIL 4, 2025

AI is transforming industries, but for IT teams, making it actually work at scale is a whole different challenge. From infrastructure barriers and governance issues to security concerns and integration headaches, rolling out AI without chaos is easier said than done.

IT 52

IT 52

Analytics Vidhya

APRIL 4, 2025

What if I told you that AI can now outperform humans in some of the most complex video games? AI now masters Minecraft too. It is a game where players explore, mine, build, and craft with the goal of finding rare diamonds. Until recently, training AI for Minecraft needed lots of human data and custom […] The post Google’s DeepMind Masters Minecraft Without Human Data appeared first on Analytics Vidhya.

Analytics 173

Analytics IT 173

Smart Data Collective

APRIL 2, 2025

Data analytics helps businesses secure unique trademarks, reduce legal risks, and gain valuable insights for brand protection.

Data Analytics 65

Data Analytics Optimization Analytics Risk 65

KDnuggets

APRIL 2, 2025

Learn cloud computing concepts, tools, and best practices through free, community-driven content on GitHub.

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112

Advertiser: ZoomInfo

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.

Sales

Dataiku

APRIL 1, 2025

At Dataiku, weve always believed in empowering people through Everyday AI. But today, were going one step further: Were empowering your code.

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52

Analytics Vidhya

MARCH 30, 2025

Can AI detect and fix coding errors just by analyzing a screenshot? With a Multi-Agent System for Automatic Code Error Detection, the answer is yes. This innovative approach uses artificial intelligence and reasoning to identify coding mistakes from images, propose accurate solutions, and explain the logic behind them. At the core is a decentralized Multi-Agent […] The post Building a Multi-Agent System for Automatic Code Error Detection from Screenshots appeared first on Analytics Vidhya.

Analytics 152

Analytics 152

Paul Turley

MARCH 31, 2025

It is no secret that the AI revolution has started. Most every modern business application has an agent, a copilot or assistant asking to help to write a document or take meeting notes. Nearly every banking or telecom customer service site greets us with a chatbot.

IT 52

IT 52

KDnuggets

APRIL 2, 2025

Let's discover what small language models (SLMs) are, how they can be used in RAG systems and applications, and when to use them over their large language counterparts.

Modeling 103

Modeling 103

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Strategy

O'Reilly on Data

APRIL 2, 2025

On April 22, 2022, I received an out-of-the-blue text from Sam Altman inquiring about the possibility of training GPT-4 on OReilly books. We had a call a few days later to discuss the possibility. As I recall our conversation, I told Sam I was intrigued, but with reservations. I explained to him that we could only license our data if they had some mechanism for tracking usage and compensating authors.

IT 308

IT Publishing Testing Modeling 308

Analytics Vidhya

MARCH 29, 2025

Bill Gates recently appeared on The Tonight Show with Jimmy Fallon. They talked about his new book Source Code, his childhood, and 50 years of Microsoft. But the most powerful part of the conversation was about the future, especially the rise of AI and what it means for our jobs. Gates shared his thoughts in […] The post 5 Jobs AI Can’t Replace According to Bill Gates appeared first on Analytics Vidhya.

Analytics 152

Analytics IT 152

DataKitchen

APRIL 3, 2025

Improving data quality can feel overwhelming. There are so many things to fix and so many processes to improve. Where do you even start? Surprisingly, the answer may come from an unusual placeflossing your teeth. Start Small to Build Better Habits In the book Tiny Habits by B.J. Fogg, the author suggests a simple way to build habits. If you want to start flossing your teeth, dont aim for a perfect routine right away.

Data Quality 189

Data Quality IT 189

KDnuggets

APRIL 1, 2025

This article explains how to create a system that processes data in real time using Apache Kafka and Spark.

Data Science 97

Data Science Analytics 97

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

Testing

CIO Business Intelligence

MARCH 31, 2025

CEOs prize transformation and reinvention, seeing both as essential to current and future competitiveness. But successful transformation and reinvention are no longer enough, top executives say. They must happen fast, and their delivery must get faster over time. Speed and agility bring in the top transformation prize. CIOs are feeling the pressure to expedite transformational work, as the ever-faster churn of customer demands and the possibility of economic headwinds further ratchet up the ne

Digital Transformation 127

Digital Transformation Testing Metrics Technology 127

Analytics Vidhya

MARCH 29, 2025

Imagine bringing your coding ideas to life effortlessly, with AI guiding you every step of the way. Codeiums Windsurf turns software development into a smooth, intuitive process by streamlining coding, debugging, and optimization. The Windsurf Editor enhances productivity with code completion tools and smart IDE features, helping you refine code and solve problems before they […] The post Vibe Coding with Windsurf appeared first on Analytics Vidhya.

Optimization 160

Optimization Software Analytics 160

DataKitchen

APRIL 1, 2025

Groundbreaking Study: Trusting Your Gut 78.45% More Effective Than Data-Driven Decisions, Say Top Execs April 1, 2025: CAMBRIDGE, MA In a shocking reversal of modern business orthodoxy, a joint study from Harvard Business School and Gartner has concluded that trusting your gut and doing what sounds good are 78.45% more effective than traditional data analytics, integration, or any attempt to be data-driven.

Data-driven 124

Data-driven Dashboards ROI Statistics 124

KDnuggets

APRIL 3, 2025

See how to improve the NumPy execution process by identifying the problems in our code.

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95

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

Technology

CIO Business Intelligence

APRIL 3, 2025

The career journey of CIO Hall of Fame legend Adriana (Andi) Karaboutis spans multiple industries, geographies, and transformational moments. She honed her leadership and technical expertise at Ford and General Motors before moving to Dell, where she played a key role in shaping the companys IT strategy during a pivotal time. At Biogen, she helped revolutionize the organizations digital capabilities in the highly regulated biotech industry.

IT 124

IT Cost-Benefit Strategy Risk 124

Analytics Vidhya

APRIL 4, 2025

Have you ever thought about how to evaluate AI text evaluation effectively? Whether it’s text summarization, chatbot responses, or machine translation, we need a means to compare AI results to human expectations. This is where METEOR comes in useful! METEOR (Metric for Evaluation of Translation with Explicit Ordering) is a powerful evaluation metric designed to […] The post How METEOR Improves AI Text Evaluation?

Metrics 140

Metrics Analytics IT 140

AWS Big Data

APRIL 3, 2025

Troubleshooting a large, complex, distributed enterprise application involves challenges like tracing requests across multiple services, identifying performance bottlenecks across the stack, and understanding cascading failures between dependent services. Customers often need to work with isolated data to identify the underlying cause of the problem.

Management 92

Management Metrics Visualization Data Processing 92

KDnuggets

APRIL 1, 2025

Data visualization in Python is a piece of cake with seaborn. Learn one of the most popular Python data visualization libraries with these five free tutorials.

Visualization 93

Visualization 93

Advertiser: ZoomInfo

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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