Wed.Dec 18, 2024

article thumbnail

Guide to Securing API Keys in Google Colab

Analytics Vidhya

Working with APIs in Google Colab is a common practice for data scientists, researchers, and developers. However, handling API keys, which are essentially passwords granting access to these services, requires careful consideration. Directly embedding API keys in your code or storing them as plain environment variables within your Colab notebooks poses significant security risks.

Risk 207
article thumbnail

Accelerating AI for financial services: Innovation at scale with NVIDIA and Microsoft

CIO Business Intelligence

Always on the cusp of technology innovation, the financial services industry (FSI) is once again poised for wholesale transformation, this time with Generative AI. Yet the complexity of whats required highlights the need for partnerships and platforms calibrated to fast-track solutions at scale to capitalize on AI-era change. Financial institutions have an unprecedented opportunity to leverage AI/GenAI to expand services, drive massive productivity gains, mitigate risks, and reduce costs.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Exploring Meta’s Segment Anything Model (SAM) For Medical Imaging

Analytics Vidhya

Metas Segment Anything Model (SAM) has demonstrated its ability to detect objects in different areas of an image. This models architecture is flexible, and users can guide it with various prompts. During training, it could segment objects that were not in its dataset. These features make this model a highly effective tool for detecting and […] The post Exploring Metas Segment Anything Model (SAM) For Medical Imaging appeared first on Analytics Vidhya.

Modeling 204
article thumbnail

In potential reversal, European authorities say AI can indeed use personal data — without consent — for training

CIO Business Intelligence

The European Data Protection Board (EDPB) issued a wide-ranging report on Wednesday exploring the many complexities and intricacies of modern AI model development. It said that it was open to potentially allowing personal data, without owners consent, to train models, as long as the finished application does not reveal any of that private information.

Reporting 105
article thumbnail

Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

article thumbnail

Enhancing Search Relevancy with Cohere Rerank 3.5 and Amazon OpenSearch Service

AWS Big Data

This post is co-written with Elliott Choi from Cohere. The ability to quickly access relevant information is a key differentiator in todays competitive landscape. As user expectations for search accuracy continue to rise, traditional keyword-based search methods often fall short in delivering truly relevant results. In the rapidly evolving landscape of AI-powered search, organizations are looking to integrate large language models (LLMs) and embedding models with Amazon OpenSearch Service.

Metrics 97
article thumbnail

Transforming distribution: How Ingram Micro is becoming a platform business

CIO Business Intelligence

How and why is Ingram Micro becoming a platform business? Our history is rooted in a traditional distribution model of marketing, selling, and shipping vendor products to our resellers. But today, were working toward becoming a platform business, and recently re-entered the public eye under the NYSE: INGM ticker symbol. Many digital transformations focus on platforms to support the business, but thats different from running a platform business.

More Trending

article thumbnail

How resilient CIOs future-proof to mitigate risks

CIO Business Intelligence

This year saw emerging risks posed by AI , disastrous outages like the CrowdStrike incident , and surmounting software supply chain frailties , as well as the risk of cyberattacks and quantum computing breaking todays most advanced encryption algorithms. In todays uncertain climate, all businesses, regardless of size, are prone to disruption. Over the past year, the focus on risk management has evolved significantly, says Meerah Rajavel, CIO of Palo Alto Networks.

Risk 105
article thumbnail

What Data-Driven Businesses Must Do Recover Data

Smart Data Collective

Data-driven businesses need to make hard drive data recovery options part of their data loss strategy.

article thumbnail

When voice deepfakes come calling

CIO Business Intelligence

Intro: Time was, a call center agent could be relatively secure in knowing who was at the other end of the line. And if they werent, multi-factor authentication (MFA), answers to security questions, and verbal passwords would solve the issue. Those days are behind us, as deepfake audio and video are no longer just for spoofing celebrities. Voice deepfakes in which a real persons voice is cloned from recorded snippets of their voice are one of the biggest risks facing modern businesses and thei

Risk 98
article thumbnail

Build a Strong Portfolio for Data Science Career

KDnuggets

Build a strong data science portfolio by showcasing technical skills, working on real-world projects, staying active on LinkedIn, and leveraging platforms like GitHub and Kaggle to demonstrate your expertise.

article thumbnail

Agent Tooling: Connecting AI to Your Tools, Systems & Data

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

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

article thumbnail

Salesforce adds skills to its AI agents and agentic platform to serve more enterprise use cases

CIO Business Intelligence

Customer relationship management ( CRM ) software provider Salesforce has updated its agentic AI platform, Agentforce , to make it easier for enterprises to build more efficient agents faster and deploy them across a variety of systems or workflows. Christened Agentforce 2.0, the second release of the agentic AI platform, which comes just two months after the first version was released, gets new features and capabilities, such as the option to switch to an updated reasoning engine, new agent ski

article thumbnail

Google’s Illuminate AI: A New Way to Create Your Own AI-Generated Podcasts

KDnuggets

See how to revolutionize how you bring stories to life with AI.

106
106
article thumbnail

El Ministerio de la Presidencia, Justicia y Relaciones con las Cortes gana el ‘CIO 100 Awards’ al mejor Proyecto de Inteligencia Artificial

CIO Business Intelligence

El premio al mejor proyecto de gestin de datos e inteligencia artificial (IA) en 2024 de los CIO 100 Awards ha recalado en el Ministerio de la Presidencia, Justicia y Relaciones con las Cortes por un despliegue de servicios que ha permitido optimizar la gestin de grandes cantidades de informacin no estructurada y decenas de miles de procedimientos anuales.

IT 92
article thumbnail

From Chaos to Clarity: The Stealth Guide to Data Governance Success

TDAN

In todays fast-paced business world, data governance often feels like an insurmountable challenge. While teams focus on product development, innovation, and revenue generation, governance can seem like an abstract and expensive luxury. But as data volumes surge and complexity grows, the absence of proper governance creates a widening gap.

article thumbnail

Automation, Evolved: Your New Playbook for Smarter Knowledge Work

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.

article thumbnail

Transformando la distribución: cómo Ingram Micro se está convirtiendo en una empresa de plataforma

CIO Business Intelligence

Sanjib Sahoo, vicepresidente ejecutivo de Tecnologa Global y director de Desarrollo de la empresa distribuidora de tecnologa Ingram Micro, atribuye el mrito a la enorme transformacin de la empresa a un modelo basado en el valor, un cambio de mentalidad que prioriza los resultados sobre la actividad y el reconocimiento de que la humanidad se encuentra en el corazn del liderazgo del cambio.

article thumbnail

The Challenges of Data Migration: Ensuring Smooth Transitions Between Systems

TDAN

Data migration the process of transferring data from one system to another is a critical undertaking for organizations striving to upgrade infrastructure, consolidate systems, or adopt new technologies. However, data migration challenges can be very complex, especially when doing large-scale data migration projects.

article thumbnail

“여보세요? 챗GPT니?”··· 오픈AI, 전화 및 왓츠앱으로 챗GPT와 소통하는 길 열어

CIO Business Intelligence

1-800-ChatGPT GPT . , ? , GPT . , . AI . , GPT . , , , GPT . 2023 10 , GPT AI . AI GPT . GPT , IT GPT . AI , , AI (Artificial General Intelligence, AGI) , . GPT . jihyun.lee@foundryco.

IT 98
article thumbnail

How to Recover Data from an Unreadable External Hard Drive

Smart Data Collective

Data-driven businesses need to make hard drive data recovery options part of their data loss strategy.

article thumbnail

Data Talks, CFOs Listen: Why Analytics Are Key To Better Spend Management

Speaker: Claire Grosjean, Global Finance & Operations Executive

Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.

article thumbnail

5 New Dataiku Features to Streamline Your RAG Pipelines

Dataiku

As businesses increasingly turn to conversational AI to improve productivity and user experiences, building effective retrieval-augmented generation (RAG) pipelines has become essential for tapping into organizational knowledge. At Dataiku, weve been listening closely to our customers, and many of our latest product updates are designed to streamline RAG workflows to make them simpler, faster, and more flexible to develop and maintain.

52
article thumbnail

깃허브, 코파일럿 무료 버전 공식 출시··· “VS코드 통해 최대 월 2,000회 코드 제공”

CIO Business Intelligence

10 , . 10 . . , AI 50 2,000 . . VS 3.5 AI GPT-4o . , , , . CEO , , . , 12 1 5,000 . AI . , AI AI GPT(82%), (44%) (22%) . jihyun.lee@foundryco.

52
article thumbnail

Large Action Models: Transforming AI with Action-Driven Systems

Analytics Vidhya

Artificial Intelligence has seen some tremendous breakthroughs-from natural language processing models like GPT to the more advanced image-generation systems like DALL-E. But the next big jump in AI comes from Large Action Models (LAMs), which do not just process data but rather execute action-driven tasks autonomously. LAMs are significantly different from traditional AI systems, as […] The post Large Action Models: Transforming AI with Action-Driven Systems appeared first on Analytics Vi

Modeling 206
article thumbnail

Is SaaS dead? Not quite, but it’s evolving rapidly

CIO Business Intelligence

While technology trends come and go, the SaaS industry has been a core buyer priority and industry growth engine for 25+ years. But with recent financial market turbulence, the rise of AI, and buyer consolidation impacting todays market, some have started asking: Is SaaS dead? Although some of this questioning is undoubtedly tongue-in-cheek, its also clear that even if SaaS isnt dead, it IS undergoing a significant transformation.

ROI 116
article thumbnail

State of AI in Sales & Marketing 2025

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.

article thumbnail

Introducing the new Amazon Kinesis source connector for Apache Flink

AWS Big Data

On November 11, 2024, the Apache Flink community released a new version of AWS services connectors, an AWS open source contribution. This new release, version 5.0.0, introduces a new source connector to read data from Amazon Kinesis Data Streams. In this post, we explain how the new features of this connector can improve performance and reliability of your Apache Flink application.

article thumbnail

Cinco casos de uso ‘top’ de modelos de lenguaje pequeños

CIO Business Intelligence

Desde que ChatGPT lleg a finales de 2022, los grandes modelos de lenguaje (LLM) han seguido elevando el nivel de lo que pueden lograr los sistemas de IA generativa. Por ejemplo, GPT-3.5, que impuls ChatGPT, tuvo una precisin del 85,5% en conjuntos de datos de razonamiento de sentido comn, mientras que GPT-4, en 2023, logr una precisin de alrededor del 95% en los mismos conjuntos de datos.

article thumbnail

Women Leaders in Technology: A Conversation with Cloudera CMO, Mary Wells

Cloudera

Its no secret that women have long been underrepresented in the tech space. This issue demands our attention, as it not only limits opportunities for women to work, grow, and thrive but also hinders companies in their pursuit of top talent. Although global organizations, policies and programs to address this issue have gained momentum in recent years, theres work still left to do.

article thumbnail

Diez pasos para convertir un proyecto fallido en una oportunidad de oro

CIO Business Intelligence

Lo que te trajo hasta aqu te seguir trayendo hasta aqu, a menos que te detengas a pensar por qu est sucediendo en primer lugar. Cuando un proyecto se descarrila, es tentador centrarse en lo urgente: solucionar los problemas inmediatos para que las cosas vuelvan a encaminarse. Pero a menos que descubras la causa raz y la abordes, simplemente ests preparando el terreno para futuros fracasos.

ROI 104
article thumbnail

How to Achieve High-Accuracy Results When Using LLMs

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

article thumbnail

insightsoftware Receives Top Rating in Dresner Advisory Services’ Embedded Business Intelligence Market Study for 10 Consecutive Years

Jet Global

Logi Symphony from insightsoftware recognized as the premier embedded BI and analytics solution for deriving instant, data-driven insights RALEIGH, N.C. Dec. 18, 2024 insightsoftware , a global provider of comprehensive solutions for finance, accounting, and operations teams, today announced it received the highest ranking in the Dresner Advisory Services’ 2024 Embedded Business Intelligence (BI) Market Study for the tenth year in a row.

article thumbnail

Iberdrola se alza con el premio al Mejor Proyecto de Transformación del Puesto de Trabajo en los ‘CIO 100 Awards’

CIO Business Intelligence

La digitalizacin ha trado consigo nuevas formas de trabajo bajo el propsito de ganar en productividad, facilitar la conciliacin de las plantillas o evolucionar la operativa de negocio a partir de metodologas giles. Muestra de ello, la i niciativa InWoW Iberdrola new ways of working -, reconocida en el marco de los CIO 100 Awards Spain 2024 como Mejor Proyecto de Transformacin del Puesto de Trabajo.

article thumbnail

Becoming a Citizen Data Scientist Can Improve Career Opportunities

TDAN

When a business decides to undertake a data democratization initiative, improve data literacy, and create a role for citizen data scientists, the management team often assumes that business users will be eager to participate, and that assumption can cause these initiatives to fail.

article thumbnail

Exploring customer journey orchestration as a competitive differentiator

CIO Business Intelligence

Customer experience (CX) is how organizations win, yet the path to that success is far from straightforward. A variety of touchpoints, non-linear journeys, changing preferences, and behaviors make it tricky to deliver a consistent, end-to-end experience. This is where customer journey orchestration becomes vital, allowing companies to navigate these complexities and turn customer experience into measurable outcomes.

article thumbnail

The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

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!