Sat.Jan 18, 2025 - Fri.Jan 24, 2025

article thumbnail

Beyond “Prompt and Pray”

O'Reilly on Data

TL;DR: Enterprise AI teams are discovering that purely agentic approaches (dynamically chaining LLM calls) dont deliver the reliability needed for production systems. The prompt-and-pray modelwhere business logic lives entirely in promptscreates systems that are unreliable, inefficient, and impossible to maintain at scale. A shift toward structured automation, which separates conversational ability from business logic execution, is needed for enterprise-grade reliability.

article thumbnail

Where CIOs should place their 2025 AI bets

CIO Business Intelligence

We may look back at 2024 as the year when LLMs became mainstream, every enterprise SaaS added copilot or virtual assistant capabilities, and many organizations got their first taste of agentic AI. CIOs were given significant budgets to improve productivity, cost savings, and competitive advantages with gen AI. AI at Wharton reports enterprises increased their gen AI investments in 2024 by 2.3 times compared to 2023 but forecasts lower increases over the next two to five years.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

DeepSeek R1 vs OpenAI o1: Which One is Faster, Cheaper and Smarter?

Analytics Vidhya

The DeepSeek R1 has arrived, and it’s not just another AI modelit’s a significant leap in AI capabilities, trained upon the previously released DeepSeek-V3-Base variant. With the full-fledged release of DeepSeek R1, it now stands on par with OpenAI o1 in both performance and flexibility. What makes it even more compelling is its open weight […] The post DeepSeek R1 vs OpenAI o1: Which One is Faster, Cheaper and Smarter?

Analytics 367
article thumbnail

MongoDB Enhances Developer Data Platform

David Menninger's Analyst Perspectives

Despite all the interest in artificial intelligence (AI) and generative AI (GenAI), ISGs Buyers Guide for Data Platforms serves as a reminder of the ongoing importance of product experience functionality to address adaptability, manageability, reliability and usability. While new and emerging capabilities might catch the eye, features that address data platform security, performance and availability remain some of the most significant deal-breakers when enterprises are considering potential data

Data Lake 130
article thumbnail

Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

article thumbnail

Data Science Salaries & Job Market Analysis: From 2024 to 2025

KDnuggets

Data science is still among the best careers to choose from in terms of compensation, with data scientists earning higher than the average salary. Lets see what data professionals stand to earn in 2025.

article thumbnail

AI and cybersecurity: A double-edged sword

CIO Business Intelligence

In the ever-changing landscape of digital threats, artificial intelligence (AI) has emerged as both a formidable ally and a dangerous adversary. As we navigate the complexities of our interconnected world, its becoming increasingly clear that AI is not just a tool, but a force thats reshaping the very nature of cybersecurity. The cybersecurity world has changed dramatically.

More Trending

article thumbnail

Generate vector embeddings for your data using AWS Lambda as a processor for Amazon OpenSearch Ingestion

AWS Big Data

On Nov 22, 2024, Amazon OpenSearch Ingestion launched support for AWS Lambda processors. With this launch, you now have more flexibility enriching and transforming your logs, metrics, and trace data in an OpenSearch Ingestion pipeline. Some examples include using foundation models (FMs) to generate vector embeddings for your data and looking up external data sources like Amazon DynamoDB to enrich your data.

article thumbnail

A Guide to Deploying Machine Learning Models to Production

KDnuggets

Lets learn how to move your model from development into production.

article thumbnail

Delays in TSMC’s Arizona plant spark supply chain worries

CIO Business Intelligence

Taiwan Semiconductor Manufacturing Company (TSMC) has said it is unlikely to equip its new US plant in Arizona with its most advanced chip technology ahead of its Taiwan factories, raising concerns about supply-chain hurdles for tech companies. Speaking at a university event in Taiwan, TSMC CEO and Chairman C.C. Wei attributed the delays at TSMCs Arizona factory to a combination of complex compliance requirements, local construction regulations, and extensive permitting processes, according to a

article thumbnail

DeepSeek R1 vs OpenAI o1 vs Sonnet 3.5: Battle of the Best LLMs

Analytics Vidhya

The day OpenAI released the o1 model, there was chatter everywhere that we are now closer to AGI than ever. While AGI (Artificial General Intelligence) still looms somewhere in the future, we do have the o1 model. However, it isnt really accessible to many, thanks to its whopping ticket price of $200 per month. Now […] The post DeepSeek R1 vs OpenAI o1 vs Sonnet 3.5: Battle of the Best LLMs appeared first on Analytics Vidhya.

Modeling 236
article thumbnail

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.

article thumbnail

How Will AI Agents Advance Life Sciences in 2025?

Dataiku

I recently attended the J.P. Morgan (JPM) Healthcare conference in San Francisco, which gave me an inside look at the key focus areas in 2025 (and beyond) for life sciences organizations.

52
article thumbnail

Learn Python for Data Science in 6 Weeks on DataCamp

KDnuggets

Whether youre starting from scratch or building on existing skills, this hands-on program teaches you how to import, clean, and visualize data from day one using libraries like pandas, Seaborn, and Matplotlib. Plus, earn an industry-recognized certification to showcase your expertise and stand out in the job market.

article thumbnail

El gasto en infraestructura ‘cloud’ se duplicó el tercer trimestre de 2024

CIO Business Intelligence

El gasto en infraestructuras de computacin y almacenamiento para despliegues en la nube ha alcanzado cotas sin precedentes, con un aumento interanual del 115,3% en el tercer trimestre de 2024. El gasto alcanz la asombrosa cifra de 57.300 millones de dlares, lo que pone de relieve el predominio de la infraestructura en la nube sobre los sistemas que no estn en la nube, a medida que las empresas aceleran sus inversiones en proyectos de inteligencia artificial (IA) y computacin de alto rendimiento

article thumbnail

DeepSeek-V3 vs GPT-4o vs Llama 3.3 70B – Let the Best AI Model Win

Analytics Vidhya

The evolution of AI language models has set new standards, especially in the coding and programming landscape. Leading the charge are DeepSeek-V3, GPT-4o, and Llama 3.3 70B, each offering unique advantages. In this blog, we will do an AI language model comparison, focusing on the architectures, parameters, coding capabilities, and practical use cases of GPT-4o […] The post DeepSeek-V3 vs GPT-4o vs Llama 3.3 70B – Let the Best AI Model Win appeared first on Analytics Vidhya.

Modeling 224
article thumbnail

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.

article thumbnail

Why Should CIOs Champion AI Literacy?

Dataiku

AI is rewriting the rules of organizational capability at lightning speed. Today's CIOs face a slightly more complex challenge: ensuring their organizations can effectively navigate the AI revolution without getting lost in translation.

52
article thumbnail

10 Data Science Myths Debunked [Infographic]

KDnuggets

Our latest infographic breaks down 10 of the most common and enduring myths about data science, offering clarity on the misconceptions that often surround this rapidly evolving field.

article thumbnail

Las empresas son más conscientes de la huella medioambiental de la IA generativa, pero tienen problemas para abordarla

CIO Business Intelligence

La i nteligencia artificial (IA) generativa tiene un creciente y significativo impacto negativo en el medioambiente. A pesar de ello, muchas organizaciones no estn haciendo un seguimiento adecuado de la huella que generan, lo que est poniendo en peligro sus objetivos ESG. Mientras las empresas sopesan su capacidad para impulsar el crecimiento del negocio frente al coste medioambiental de la tecnologa, el informe Desarrollando una Gen AI sostenible impulsado por el Instituto de Investigacin de Ca

IT 111
article thumbnail

Predicting Bitcoin Price in Real-Time using MLOps

Analytics Vidhya

Don’t know much about Bitcoin or its price fluctuations but want to make investment decisions to make profits? This machine learning model has your back. It can predict the prices way better than an astrologer. In this article, we will build an ML model for forecasting and predicting Bitcoin price, using ZenML and MLflow. So […] The post Predicting Bitcoin Price in Real-Time using MLOps appeared first on Analytics Vidhya.

article thumbnail

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?

article thumbnail

O’Reilly Releases First Chapters of a New Book about Logical Data Management

Data Virtualization

Reading Time: 2 minutes In 2024, generative AI (GenAI) has entered virtually every sphere of technology. However, companies are still struggling to manage data effectively, to implement GenAI applications that deliver proven business value. Gartner predicts that by the end of this year, 30%. The post OReilly Releases First Chapters of a New Book about Logical Data Management appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

article thumbnail

How to Use groupby for Advanced Data Grouping and Aggregation in Pandas

KDnuggets

Learn how to perform advance grouping and aggregation in Pandas.

116
116
article thumbnail

En marcha QDQ-GEO: el primer sistema geoestacionario de distribución de clave cuántica por satélite

CIO Business Intelligence

Un paso adelante en materia de seguridad cuntica e innovacin tecnolgica para el sector aeroespacial. Thales Alenia Space, la joint venture constituida por Thales (67%) y Leonardo (33%), e Hispasat, el operador y proveedor de servicios por satlite de Redeia, han anunciado el arranque de la fase de desarrollo, construccin, verificacin y validacin del prototipo de QKD-GEO.

105
105
article thumbnail

Say Goodbye to Slow Data: FireDucks is 125x Faster Than Pandas

Analytics Vidhya

Are you tired of staring at your screen, waiting for your Pandas code to process a large dataset? In the world of data science, efficiency is paramount. As datasets grow larger and more complex, the need for faster and more efficient tools becomes increasingly critical. If youve ever found yourself waiting endlessly for Pandas to […] The post Say Goodbye to Slow Data: FireDucks is 125x Faster Than Pandas appeared first on Analytics Vidhya.

article thumbnail

Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

article thumbnail

Overcoming Challenges in Scaling Data Analytics: Insights from Transformation Leaders

Aryng

Lessons Learned from Real-World Experiences The journey to scaling data analytics capabilities the ability to general business value from data – is fraught with challenges, as many digital transformation leaders can attest. Through their stories, we gain insights into the primary reasons that impede progress and how these obstacles can be overcome.

article thumbnail

Mastering Python’s Built-in Statistics Module: A Complete Guide to Essential Functions

KDnuggets

Let's have a look at the different functions included within the statistics module, and point to more in-depth tutorials on each of them individually.

article thumbnail

Transforme su Oficina de Gestión de Proyectos en un motor estratégico

CIO Business Intelligence

Hoy en da, muchas Project Management Office (Oficina de Gestin de Proyectos; de ahora en adelante PMO, por sus siglas en ingls) estn atrapadas en un enfoque anticuado y terico de la gestin de proyectos. Las capas de gobernanza y los procesos rgidos, aunque diseados por tericos bienintencionados, acaban empantanando las cosas en lugar de acelerar la entrega estratgica.

ROI 103
article thumbnail

Self-RAG: AI That Knows When to Double Check

Analytics Vidhya

Large language models possess transformative capabilities across various tasks but often produce responses with factual inaccuracies due to their reliance on parametric knowledge. Retrieval-Augmented Generation was introduced to address this by incorporating relevant external knowledge. However, conventional RAG methods retrieve a fixed number of passages without adaptability, leading to irrelevant or inconsistent outputs.

Modeling 202
article thumbnail

8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

article thumbnail

Advance top 2025 data initiatives with analyst firm-recognized erwin by Quest

erwin

Companies are leaning into delivering on data intelligence and governance initiatives in 2025 according to our recent State of Data Intelligence research. From increasing the strategic use of high-value data across organizations to advancing data and governance efforts to an AI-ready state, expectations are high for the contributions of data professionals in the year ahead.

article thumbnail

Optimizing Server Performance Through Statistical Analysis

KDnuggets

With millions of client-server comms occurring every second across networks, the ability to maintain optimal performance is crucial to avoiding downtime, latency, and inefficiencies that could cost a business thousands or even millions of dollars.

article thumbnail

스노우플레이크, 데이터 AI 역량 강화 학습 프로그램 발표 “100만 명 지원 목표”

CIO Business Intelligence

+ (One Million Minds+One Platform) AI , 2027 10 , 2029 100 AI . 2000 . , . CEO AI , IT . + . . , . 1 . , , , . AI . (ASEAN), , , , (LATAM), . , . 2025 2 (SnowPro) . dl-ciokorea@foundryco.

IT 98
article thumbnail

João Moura Dropped CrewAI Version Update 0.98.0 – Check Here!

Analytics Vidhya

CrewAI, a leading platform for AI-driven automation and agent development, continues to push the boundaries of what AI agents can achieve. With the release of version 0.98.0, CrewAI has introduced several significant features and improvements. In a recent tweet, Joo Moura highlighted the latest updates: Major CrewAI Update 0.98.0 These enhancements mark another step forward […] The post Joo MouraDropped CrewAI Version Update 0.98.0 – Check Here!

Analytics 207
article thumbnail

The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.