Analytics Vidhya

JANUARY 3, 2025

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

Analytics 235

CIO Business Intelligence

JANUARY 3, 2025

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.

IT 105

IT Cost-Benefit Data Science Data-driven 105

Analytics Vidhya

JANUARY 3, 2025

Web scraping has become an important tool essential for gathering useful information from the available websites. Of all the tools that are present, ScrapeGraphAI is unique as it can identify graphs and use Artificial Intelligence for web scraping. This article explores ScrapeGraphAI’s features, provides a step-by-step guide for implementation, and addresses common challenges.

Analytics 223

Analytics IT 223

KDnuggets

JANUARY 3, 2025

Learn math through roadmaps, courses, tutorials, Python frameworks for solving equations, guides, exercises, textbooks, and more.

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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

Analytics Vidhya

JANUARY 3, 2025

You have heard the famous quote “Data is the new Oil” by British mathematician Clive Humby it is the most influential quote that describes the importance of data in the 21st century but, after the explosive development of the Large Language Model and its training what we don’t have right is the data. because the […] The post Local Synthetic Data Generation using LLama 3.2 and Ollama appeared first on Analytics Vidhya.

Modeling 224

Modeling Analytics IT 224

KDnuggets

JANUARY 3, 2025

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

Modeling 133

Dataiku

JANUARY 3, 2025

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.

Data Analytics 52

Data Analytics Analytics Data Quality IT 52

Analytics Vidhya

JANUARY 3, 2025

Elon Musks Grok AI has been making waves in the AI space for a while, but its latest upgrade is turning heads like never before. The new image analysis feature is here, and its quiet interesting. From converting complex engineering tables to analyzing blood test results, Grok is stepping up in the image analysis game. […] The post Elon Musk Adds Image Analysis to Grok AI: Heres What It Can Do!

IT 208

IT Testing Analytics 208

CIO Business Intelligence

JANUARY 3, 2025

NTT , 90% AI , . NTT AI AI , IT AI . 50% . 4 IDC 37 AI (PoC) , . , , . PoC . IT 3 1 AI AI . AI . , AI . , . (SkyPhi) CEO AI . , . . , , . .

IT 105

IT Technology 105

Analytics Vidhya

JANUARY 3, 2025

OLMo 2 models are Ai2’s fully open source language models. They have a dense autoregressive architectures with optimized trainings, pretraining data mixtures, and advanced instruction tuning techniques. By addressing training stability and improving per-token efficiency, OLMo 2 sets a benchmark in performance and transparency. The introduction of Dolmino Mix 1124, a specialized data mix for […] The post OLMo 2: Fully Open-Source Foundation Models appeared first on Analytics Vidhya.

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Modeling Optimization Analytics 110

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

JANUARY 3, 2025

, , . 140 ( 18 7,200 ) . 1938 5 , 49 2,200 . CIO (Tech Whisperers) , , . . . Q: ? A: 3 , . . . . . . . . , , . , . , . . . Q: CEO .

IT 96

IT Digital Transformation 96