This site uses cookies to improve your experience. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country, we will assume you are from the United States. Select your Cookie Settings or view our Privacy Policy and Terms of Use.
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Used for the proper function of the website
Used for monitoring website traffic and interactions
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Strictly Necessary: Used for the proper function of the website
Performance/Analytics: Used for monitoring website traffic and interactions
Market research is the backbone of customer-driven decision-making, yet gathering reliable insights has never been more challenging. Recruiting and managing a representative sample takes up 60% of a research projects time, but despite these efforts, response rates continue to decline, panel fatigue is growing, and operational costs are rising. At the same time, evolving privacy […] The post Transforming Market Research with Synthetic Panels appeared first on Analytics Vidhya.
It almost sounds pejorative, doesnt it? But the distinction between senior and junior software developers is built into our jobs and job titles. Whether we call it entry-level or something else, we distinguish between people who are just starting their careers and those who have been around for a while. Were all still learning (one hopes), but entry-level people are still learning the basics, and seniors have greater responsibility, along with the potential for making bigger mistakes.
In modern data architectures, Apache Iceberg has emerged as a popular table format for data lakes, offering key features including ACID transactions and concurrent write support. Although these capabilities are powerful, implementing them effectively in production environments presents unique challenges that require careful consideration. Consider a common scenario: A streaming pipeline continuously writes data to an Iceberg table while scheduled maintenance jobs perform compaction operations.
Risk is inescapable. Look around and youll see technological, economic, and competitive obstacles that CIOs must not only handle, but defeat. A PwC Global Risk Survey found that 75% of risk leaders claim that financial pressures limit their ability to invest in the advanced technology needed to assess and monitor risks. Yet failing to successfully address risk with an effective risk management program is courting disaster.
Document-heavy workflows slow down productivity, bury institutional knowledge, and drain resources. But with the right AI implementation, these inefficiencies become opportunities for transformation. So how do you identify where to start and how to succeed? Learn how to develop a clear, practical roadmap for leveraging AI to streamline processes, automate knowledge work, and unlock real operational gains.
We all depend on LLMs for our everyday activities, but quantifying “How efficient they are” is a gigantic challenge. Conventional metrics such as BLEU, ROUGE, and METEOR tend to fail in comprehending the real meaning of the text. They are too keen on matching similar words instead of comprehending the concept behind it. BERTScore reverses […] The post BERTScore: A Contextual Metric for LLM Evaluation appeared first on Analytics Vidhya.
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.
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.
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.
Postings for IT jobs are on the wane, having dropped considerably from pandemic peaks. Perhaps more concerning for IT pros is the sense that demand for their services may be at a 10-year low. A recent study from Dice found that 2024 saw 2.24 million IT positions posted, a sharp drop from the 4.08 million IT roles that were posted in 2022, and lower than any previous year going back to 2014 when 2.20 million IT job listings were posted.
Doing data science projects can be demanding, but it doesnt mean it has to be boring. Here are four projects to introduce more fun to your learning and stand out from the masses.
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.
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.
Data is the foundation of innovation, agility and competitive advantage in todays digital economy. As technology and business leaders, your strategic initiatives, from AI-powered decision-making to predictive insights and personalized experiences, are all fueled by data. Yet, despite growing investments in advanced analytics and AI, organizations continue to grapple with a persistent and often underestimated challenge: poor data quality.
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
Metas Llama 4 is a major leap in open-source AI, offering multimodal support, a Mixture-of-Experts architecture, and massive context windows. But what really sets it apart is accessibility. Whether you’re building apps, running experiments, or scaling AI systems, there are multiple ways to access Llama 4 via API. In this guide, I will walk through […] The post How to Access Llama 4 Models via API appeared first on Analytics Vidhya.
IT leaders have five ways to make decisions. Their decision-making can be (1) Authoritarian; (2) Consultative; (3) through Delegation; (4) by submitting the alternatives to a Vote; or (5) by bringing the group to Consensus. Consensus is the most important of the five for IT leaders to master, because consensus the art of getting a group to agree to an alternative even if they dont agree with that alternative is how to maximize a groups buy-in.
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.
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.
In the ever-evolving landscape of large language models, DeepSeek V3 vs LLaMA 4 has become one of the hottest matchups for developers, researchers, and AI enthusiasts alike. Whether you’re optimizing for blazing-fast inference, nuanced text understanding, or creative storytelling, the DeepSeek V3 vs LLaMA 4 benchmark results are drawing serious attention.
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.
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.
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.
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.
Evaluating language models has always been a challenging task. How do we measure if a model truly understands language, generates coherent text, or produces accurate responses? Among the various metrics developed for this purpose, the Perplexity Metric stands out as one of the most fundamental and widely used evaluation metrics in the field of Natural […] The post Perplexity Metric for LLM Evaluation appeared first on Analytics Vidhya.
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.
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.
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.
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.
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?
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!
We organize all of the trending information in your field so you don't have to. Join 42,000+ users and stay up to date on the latest articles your peers are reading.
You know about us, now we want to get to know you!
Let's personalize your content
Let's get even more personalized
We recognize your account from another site in our network, please click 'Send Email' below to continue with verifying your account and setting a password.
181 
Let's personalize your content