Analytics Vidhya

DECEMBER 18, 2024

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

Risk Analytics 207

CIO Business Intelligence

DECEMBER 18, 2024

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.

Forecasting 105

Forecasting Predictive Analytics Risk Finance 105

Analytics Vidhya

DECEMBER 18, 2024

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

Modeling Analytics IT Machine Learning 204

CIO Business Intelligence

DECEMBER 18, 2024

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

Reporting Modeling IT Data Governance 105

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.

IT

AWS Big Data

DECEMBER 18, 2024

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

Metrics Modeling Data Processing Machine Learning 97

KDnuggets

DECEMBER 18, 2024

Writing Python code thats clean and easy to understand isnt just for experts — learn how to avoid common pitfalls and write like a pro from the start!

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112

CIO Business Intelligence

DECEMBER 18, 2024

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

Risk Risk Management Cost-Benefit Measurement 105

Smart Data Collective

DECEMBER 18, 2024

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

Data-driven 111

Data-driven Strategy Big Data Management 111

CIO Business Intelligence

DECEMBER 18, 2024

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

Risk Reporting Machine Learning Finance 98

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.

ROI

KDnuggets

DECEMBER 18, 2024

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.

Data Science 108

Data Science 108

CIO Business Intelligence

DECEMBER 18, 2024

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

Enterprise 98

Enterprise IT Sales Metadata 98

KDnuggets

DECEMBER 18, 2024

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

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106

CIO Business Intelligence

DECEMBER 18, 2024

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

IT 92

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.

Enterprise

TDAN

DECEMBER 18, 2024

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.

Data Governance 52

Data Governance Data Strategy Strategy 52

CIO Business Intelligence

DECEMBER 18, 2024

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.

Marketing 94

Marketing IT Strategy 94

TDAN

DECEMBER 18, 2024

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.

Technology 52

Technology Data Quality Data Architecture Data Integration 52

CIO Business Intelligence

DECEMBER 18, 2024

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

IT 98

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.

Analytics

Smart Data Collective

DECEMBER 18, 2024

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

Data-driven 97

Data-driven Strategy Software Big Data 97

Dataiku

DECEMBER 18, 2024

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

52

CIO Business Intelligence

DECEMBER 18, 2024

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

52

Analytics Vidhya

DECEMBER 18, 2024

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

Modeling Data-driven Analytics 206

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

CIO Business Intelligence

DECEMBER 18, 2024

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

ROI Software Finance Marketing 116

AWS Big Data

DECEMBER 18, 2024

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.

Snapshot 98

Snapshot Strategy Management Publishing 98

CIO Business Intelligence

DECEMBER 18, 2024

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.

Technology 115

Technology 115

Cloudera

DECEMBER 18, 2024

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.

Technology 74

Technology Sales Marketing Insurance 74

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