KDnuggets

JANUARY 28, 2025

Python environment management can sometimes give you that awful feeling in the pit of your stomach. So don't do it: just use Docker containers.

Management 137

Management IT 137

Analytics Vidhya

JANUARY 29, 2025

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization. Beam search balances between exploring the search space efficiently and generating high-quality output. In this blog, we will dive deep into the […] The post What is Beam Search in NLP Decoding?

Machine Learning 291

Machine Learning Analytics IT 291

CIO Business Intelligence

JANUARY 30, 2025

While most provisions of the EU AI Act come into effect at the end of a two-year transition period ending in August 2026, some of them enter force as early as February 2, 2025. The European law on artificial intelligence is extensive and complex and understanding it and integrating it into daily practice requires a great deal of effort, knowledge, and resources, say CIOs, experts and executives from the legal and public policy areas of enterprises, who agree that those two years to reach full co

Enterprise 128

Enterprise Risk Reporting Measurement 128

Smart Data Collective

JANUARY 27, 2025

AI developers need to get outside assistance if they are trying to create better code.

Software 104

Software 104

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

KDnuggets

JANUARY 28, 2025

Rather than fearing AI, we should see it as a tool that complements human skills, helping professionals focus on high-value work and enhancing job roles.

IT 128

IT 128

Analytics Vidhya

JANUARY 26, 2025

The human mind naturally perceives language, vision, smell, and touch, enabling us to understand our surroundings. We are particularly inclined toward linguistic thought and visual memory. As GenAI models continue to grow, researchers are now working on extending their capabilities by incorporating multimodality. Large Language models (LLMs) only accept text as input and produce text […] The post Empowering AI with Senses: A Journey into Multimodal LLMs Part 1 appeared first on Analytics V

Visualization 222

Visualization Modeling Analytics 222

Dataiku

JANUARY 29, 2025

The generative AI (GenAI) landscape shifted dramatically this month when DeepSeek, a startup based in China, made headlines with two significant moves: releasing its AI assistant as a free app that quickly became the number one download on Apple's App Store and open-sourcing its DeepSeek R1 model.

Modeling 64

Modeling IT 64

KDnuggets

JANUARY 27, 2025

Master cleaner, faster code with these essential techniques to supercharge your data workflows.

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123

Analytics Vidhya

JANUARY 30, 2025

ChatGPT has recently launched its Pro subscription model offering advanced features, enhanced capabilities, and greater usage limits. While these features are undoubtedly impressive, the Pro plan comes with a hefty price tag of $200/month! Sounds expensive? Dont worry. There are numerous open-source AI models and tools that offer many of these features for free.

Modeling 211

Modeling Analytics IT 211

CIO Business Intelligence

JANUARY 30, 2025

Chinese AI startup DeepSeek made a big splash last week when it unveiled an open-source version of its reasoning model, DeepSeek-R1, claiming performance superior to OpenAIs o1 generative pre-trained transformer (GPT). The news caused NVIDIA, leading maker of GPUs used to power AI in data centers, to shed nearly $600 billion of its market cap on Monday because DeepSeeks innovations, according to Gartner, appear to use significantly less advanced hardware and computing power resources, while stil

Modeling 117

Modeling Data-driven Technology Strategy 117

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The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

Strategy

Dataiku

JANUARY 30, 2025

As data and analytics leaders, youre tasked with navigating the fast-evolving world of AI while ensuring your teams are equipped to thrive in this new era. Building organizational AI literacy is no longer optional its essential for staying competitive and unlocking innovation (such as Johnson & Johnsons Vision team did when they built working GenAI and LLM prototypes with Dataiku in less than two days at a hackathon).

Analytics 75

Analytics IT 75

KDnuggets

JANUARY 27, 2025

Run powerful reasoning models locally, matching the performance of OpenAI's o1 capabilities, completely free, and avoid paying $200 a month for a pro subscription.

Modeling 116

Modeling 116

Analytics Vidhya

JANUARY 30, 2025

I have been reading a lot about RAG and AI Agents, but with the release of new models like DeepSeek V3 and DeepSeek R1, it seems that the possibility of building efficient RAG systems has significantly improved, offering better retrieval accuracy, enhanced reasoning capabilities, and more scalable architectures for real-world applications. The integration of more […] The post How to Build RAG System Using DeepSeek R1?

Modeling 210

Modeling Analytics IT 210

CIO Business Intelligence

JANUARY 30, 2025

La fiebre del oro de la inteligencia artificial (IA) est creando un problema inesperado: un desperdicio masivo en el aprovisionamiento de recursos. El exceso de costes de la nube conduce inevitablemente a una falta de verdadero retorno de la inversin para estos sistemas. Muchas empresas gastan 2 dlares para obtener 1 dlar de beneficios. Eso no es rentable.

Software 97

Software Management 97

Advertiser: ZoomInfo

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

Enterprise

AWS Big Data

JANUARY 30, 2025

This is a guest post co-authored by Michael Davies from Open Universities Australia. At Open Universities Australia (OUA) , we empower students to explore a vast array of degrees from renowned Australian universities, all delivered through online learning. We offer students alternative pathways to achieve their educational aspirations, providing them with the flexibility and accessibility to reach their academic goals.

Data Warehouse 57

Data Warehouse Data Architecture Data Transformation Machine Learning 57

KDnuggets

JANUARY 30, 2025

In this article, we show you how to run parallel time series analysis with Dask, through a practical Python-based tutorial.

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114

Analytics Vidhya

JANUARY 30, 2025

Mistral AI has launched its latest and most efficient small language model (SLM) – Mistral Small 3. Its a 24-billion-parameter language model designed for high efficiency and low latency. The model aims to deliver robust performance across various AI tasks while maintaining rapid response times. Heres all you need to know about Mistral Small 3 […] The post What is Mistral Small 3?

Modeling 169

Modeling Analytics IT 169

CIO Business Intelligence

JANUARY 30, 2025

We all know technology moves fast and is only moving faster. Artificial Intelligence (AI) technologies are moving faster than previous technologies and it is transforming companies and industries at an extraordinary rate. There is such excitement about these technologies and their use cases that we are starting to see implementations everywhere. Employees are experimenting, developing, and moving these AI technologies into production, whether their organization has AI policies or not.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

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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.

Testing

Paul Turley

JANUARY 30, 2025

Both Azure DevOps and GitHub are supported Git repos for Power BI and Fabric workspace integration. Getting started with GitHub is quite easy, and anyone can have a free GitHub account. Simply navigate to [link] and sign-up for an account.

52

52

KDnuggets

JANUARY 30, 2025

Learn how to perform paper summarization with BART.

Modeling 111

Modeling 111

Analytics Vidhya

JANUARY 29, 2025

YOLO models have made significant contributions to computer vision in various applications, such as object detection, segmentation, pose estimation, vehicle speed detection, and multimodal tasks. While understanding their applications is crucial, it’s equally important to know how these models are built and how they work. This article will focus on that aspect.

Modeling 140

Modeling Analytics IT 140

CIO Business Intelligence

JANUARY 30, 2025

ServiceNow has added more support for agentic AI to its cloud-based Now platform for digital workflow operations to help enterprises manage enterprises more easily while increasing productivity. The additions include AI Agent Orchestrator for managing agents, AI Agent Studio for building them, and new pre-built agents for various workflows. The company took its first steps towards agentic AI in September 2024 with the Xanadu update to its Now Platform.

IT 72

IT Enterprise Testing Management 72

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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.

Optimization

Anmut

JANUARY 30, 2025

If quality is free, why isn't data? In 1979, Philip B. Crosby introduced a revolutionary concept: quality is free. Originally applied to manufacturing, this principle holds profound relevance in today’s data-driven world. The idea is simple yet powerful – investing in quality upfront provides a significant saving because it eliminates the need to fix problems after they occur.

Data Quality 52

Data Quality Cost-Benefit Statistics Data-driven 52

KDnuggets

JANUARY 31, 2025

Want to focus on writing useful Python applications without worrying about code quality? Let these tools do the heavy lifting for you!

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103

Analytics Vidhya

JANUARY 29, 2025

Text-to-speech (TTS) technology has evolved rapidly, allowing natural and expressive voice generation for a various applications. One standout model in this domain is Kokoro TTS, a cutting-edge TTS model known for its efficiency and high-quality speech creation. Kokoro-82M is a Text-to-Speech model consisting of 82 million parameters. Despite its significantly small size (82 million parameters), […] The post Kokoro-82M: Compact, Customizable, and Cutting-Edge TTS Model appeared first on An

Modeling 140

Modeling Technology Analytics IT 140

CIO Business Intelligence

JANUARY 30, 2025

Since its founding in 1939, family-owned business group Guzmn Global has been dedicated to covering sectors such as minerals and food ingredients, both nationally and internationally. Today, underthe brand name Guzmn Minerals, the company, with headquarters in Valencia, is focused on managing its more than 4,000 clients in 53 countries by adhering to its sustainable and human vision for continued growth and international expansion.

Management 59

Management Digital Transformation Consulting Sales 59

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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?

Business Intelligence

David Menninger's Analyst Perspectives

JANUARY 29, 2025

Metadata management has played a role in data governance and analytics for many years. It wasnt until the emergence of the data catalog as a product category just over a decade ago that enterprises had a platform for metadata-driven data management that could span multiple departments and use cases across an entire enterprise. ISG defines a data catalog as an inventory of data assets that surfaces metadata from data platforms, tools and applications that can be used to understand how and when da

Metadata 147

Metadata Data Governance Data Quality Scorecard 147

KDnuggets

JANUARY 28, 2025

Evaluation methodologies, metrics, and best practices for different language tasks, explained.

Metrics 96

Metrics 96

Analytics Vidhya

JANUARY 28, 2025

Python 3.8 features the Walrus Operator as an important language syntax improvement delivering assignment expression capabilities. This operator, represented by := operator, developers can establish variable assignments while working within expressions. Developers find the Walrus Operator useful when writing compact code through variable assignment expressions specifically for situations requiring instant value usage.

Analytics 140

Analytics 140

CIO Business Intelligence

JANUARY 30, 2025

Kathy Kay is a senior IT executive who enables business success by driving simplicity in a complex world. As executive vice president and CIO,Kay oversees the global technology and digital strategies for Principal Financial Group, where she is helping build the financial investment management and insurance companys future. On a recent episode of the Tech Whisperers podcast , we explored Kays various roles as a builder, from building businesses, teams, and innovative ecosystems to building clarit

IT 59

IT Strategy Data-driven Technology 59

Advertiser: ZoomInfo

Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.

Sales