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The year 2024 was nothing short of a rollercoaster for OpenAI, a company that has become synonymous with the cutting edge of artificial intelligence. From groundbreaking product launches to leadership shake-ups and even legal disputes, OpenAI navigated a whirlwind of events. These happenings showcased both the promise and the challenges of building advanced AI systems […] The post 2024 for OpenAI: Highs, Lows, and Everything in Between appeared first on Analytics Vidhya.
In April 2024, Dataiku and Cognizant surveyed 200 senior analytics and IT leaders from large enterprises worldwide. The results revealed a significant gap between what CIOs aim to achieve with Generative AI (GenAI) and analytics — and what they can realistically deliver. Security risks, scalability limitations, fragmented data, and tool overload are among the biggest obstacles holding organizations back.
As a developer, you’re likely familiar with the power of large language models (LLMs) but also the challenges they bring—extensive computational requirements and high latency. Enter Small Language Models (SLMs)—compact, efficient versions of LLMs with fewer than 10 billion parameters. Designed for speed and resource efficiency, SLMs are tailor-made for scenarios like edge computing and […] The post Performance Evaluation of Small Language Models: Insights and Comparisons appeared first on
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.
Introduction Unlike our not-so-distant hunter-gatherer ancestors, today most of us live in a built environment. According to the World Bank, about 56% of the world’s population (4.4 billion inhabitants) reside in cities. This trend is expected to continue and by 2050 the urban population is likely to be more than double its current size, with nearly 7 of 10 people living in cities.
The start of a new year is always a great opportunity to reflect on what we want to achieve. It’s the perfect time to set goals, plan positive changes, and make our dreams a reality. But let’s be real—keeping those resolutions isn’t always easy. What if you had a personal assistant who could help you […] The post 5 ChatGPT Prompts To Help Achieve New Year Resolutions in 2025 appeared first on Analytics Vidhya.
The start of a new year is always a great opportunity to reflect on what we want to achieve. It’s the perfect time to set goals, plan positive changes, and make our dreams a reality. But let’s be real—keeping those resolutions isn’t always easy. What if you had a personal assistant who could help you […] The post 5 ChatGPT Prompts To Help Achieve New Year Resolutions in 2025 appeared first on Analytics Vidhya.
This is a collection of the 10 most frequently used Conda commands that every data scientist, machine learning engineer, or Python developer should have at their fingertips.
Customers often want to augment and enrich SAP source data with other non-SAP source data. Such analytic use cases can be enabled by building a data warehouse or data lake. Customers can now use the AWS Glue SAP OData connector to extract data from SAP. The SAP OData connector supports both on-premises and cloud-hosted (native and SAP RISE) deployments.
In a world full of pictures and visuals, imagine the possibilities if technology could truly understand and describe them. That’s exactly what large language models (LLMs) with image-to-text capabilities can do. These models don’t just process images—they interpret them, generate detailed descriptions, and extract valuable insights. From helping businesses manage products to improving healthcare, education, […] The post 10 Ways to Use Image-to-Text LLMs appeared first on Analytics Vidhya.
As the enthusiasm around artificial intelligence (AI) reaches its peak, it has become clear that AI is no longer just a “nice-to-have” for enterprises. Now a game changer for its efficiency and productivity gains it offers businesses, it’s no wonder that nearly every enterprise has some form of AI in place. But maximizing their AI potential can be a sizable challenge.
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
The effects of a brutal storm that hit the eastern Spanish peninsula in late October were felt beyond the affected areas. Videos shared on social media and calls to television and radio programs showed the magnitude of the rain and flooding in Valencia, Albacete, and other towns in the area. Many of these testimonies had several things in common: I can’t find another person, they don’t pick up the phone at emergency services, I don’t know how much battery I have left or if I’ll be able to call a
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