Tue.Jan 28, 2025

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Don’t Manage Your Python Environments, Just Use Docker Containers

KDnuggets

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.

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Python Walrus Operator

Analytics Vidhya

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
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The Role of AI in Shaping the Future of Work

KDnuggets

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
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IDC Directions: The META region’s path to AI-Driven digital transformation

CIO Business Intelligence

The META region is on the brink of a technological revolution, with governments and businesses accelerating their efforts to embrace AI and GenAI technologies. This transition represents more than just a shift from traditional systemsit marks a significant pivot from experimentation and proof-of-concept to scaled adoption and measurable value. As organizations work to embed AI into their operations, investment in the necessary infrastructure, platforms, and skills will be key to supporting this

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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.

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How to Evaluate LLMs

KDnuggets

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

Metrics 96
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How to Access DeepSeek Janus Pro 7B?

Analytics Vidhya

With the release of DeepSeek V3 and R1, U.S. tech giants are struggling to regain their competitive edge. Now, DeepSeek has introduced Janus Pro, a state-of-the-art multimodal AI that further solidifies its dominance in both understanding and generative AI tasks. Janus Pro outperforms many leading models in multimodal reasoning, text-to-image generation, and instruction-following benchmarks.

Modeling 258

More Trending

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Evolution of DeepSeek: How it Became a Global AI Game-Changer!

Analytics Vidhya

Move over OpenAI, there’s a new disruptor in town! DeepSeek has been making AI headlines worldwide, causing market tremors and shaking up Silicon Valley. In a dramatic turn of events, DeepSeeks latest AI breakthroughs have even wiped nearly $1 trillion off major tech stocks. If thats not a mic drop moment, what is? But how […] The post Evolution of DeepSeek: How it Became a Global AI Game-Changer!

IT 217
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ESG Management Software is Essential for Efficient Compliance

David Menninger's Analyst Perspectives

Enterprises have been investing in software to manage their environmental, social and governance (ESG) objectives and compliance requirements. The need to account for these considerations in parallel with financial accounting began growing early in the century and accelerated as governments and regulatory authorities began to require companies to measure and document activities and outcomes.

Software 130
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Smolagents vs LangGraph: A Comprehensive Comparison of AI Agent Frameworks

Analytics Vidhya

The rise of large language models (LLMs) has spurred the development of frameworks to build AI agents capable of dynamic decision-making and task execution. Two prominent contenders in this space are smolagents (from Hugging Face) and LangGraph (from LangChain). This article delves into the features and capabilities of both these models, providing a detailed comparison […] The post Smolagents vs LangGraph: A Comprehensive Comparison of AI Agent Frameworks appeared first on Analytics Vidhya

Modeling 213
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DeepSeek Just “Opened” The Path To AI ROI

Srividya Sridharan

DeepSeeks open-source model, DeepThink (R1) by a little-known company in China sent shock waves across the technology world. It’s amazing. Yes, it does excel at benchmarks comparable to other state-of-the-art models. Yes, it’s partially open-source. Yes, the DeepSeek app explains its reasoning by default. But there are far-reaching implications to this important AI development.

ROI 120
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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.

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Qwen2.5-VL Vision Model: Features, Applications, and More

Analytics Vidhya

The Qwen family of vision-language models continues to evolve, with the release of Qwen2.5-VL marking a significant leap forward. Building on the success of Qwen2-VL, which was launched five months ago, Qwen2.5-VL benefits from valuable feedback and contributions from the developer community. This feedback has played a key role in refining the model, adding new […] The post Qwen2.5-VL Vision Model: Features, Applications, and More appeared first on Analytics Vidhya.

Modeling 191
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Sharply rising IT costs have CIOs threading the needle on innovation

CIO Business Intelligence

Many CIOs expect significant price increases in the cloud and other IT products and services during 2025, requiring those with stagnant budgets to make difficult decisions about IT spending. CIOs surveyed by Gartner at the end of 2024 expect an 8.9% cost increase, on average, for IT products and services. These price hikes, along with continued AI investment, are driving a projected 9.8% increase in worldwide IT spending, according to Gartner.

IT 116
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Kimi k1.5 vs OpenAI o1: Is it Worth Spending $20 for ChatGPT Plus?

Analytics Vidhya

OpenAI was the first to introduce reasoning models like o1 and o1-mini, but is it the only player in the game? Not by a long shot! Chinese LLMs like DeepSeek, Qwen, and now Kimi are stepping up to challenge OpenAI by delivering similar capabilities at much more affordable prices. After DeepSeek’s impressive debut, it’s Kimi […] The post Kimi k1.5 vs OpenAI o1: Is it Worth Spending $20 for ChatGPT Plus?

IT 187
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14 cuestiones que quitan el sueño a los líderes de TI

CIO Business Intelligence

Hoy en da, los CIO tienen muchos motivos para preocuparse: desde las antiguas preocupaciones sobre el tiempo de actividad y la disponibilidad hasta la revolucin cuntica que se avecina. Por supuesto, tambin hay muchos otros problemas que preocupan a los CIO en este momento. Por eso, les preguntamos a varios lderes de TI: Qu es lo que les quita el sueo a los CIO?

Software 104
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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.

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DeepSeek and the Real Value of AI Models (Hint: It’s What You DO With Them)

Timo Elliott

The recent launch of DeepSeek, a groundbreaking AI model from China, has sent shockwaves through the global stock markets. With its impressive capabilities and cost efficiency, DeepSeek has quickly become a significant competitor to established Western technologies like OpenAIs ChatGPT. Nvidiaa major supplier of AI hardwaresaw a historic 17% drop in its stock value, wiping out nearly $593 billion in market capitalization.

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BBVA prevé alcanzar cerca de 20.000 empleados ‘tech’ en 2025

CIO Business Intelligence

El profundo impacto que la digitalizacin ha causado en el sector bancario y finanzas en los ltimos aos es incontestable. Un claro ejemplo de su xito es visible en BBVA. Y es que la entidad bancaria ha hecho de la transformacin digital una de las piedras angulares de su estrategia desde hace ms de una dcada. La evolucin de la propuesta de valor ha pasado por transformar los procesos y la tecnologa y, para ello,ha sido necesario poner a las personas en el centro, atraer y fidelizar al mejor talent

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Finance Teams Prioritize ESG Reporting but Lack Adequate Technology, Finds insightsoftware Report

Jet Global

ESG reporting processes wont scale to meet upcoming regulatory demands, fear 92% of organizations RALEIGH, N.C. Jan. 28, 2025 insightsoftware , the most comprehensive provider of solutions for the Office of the CFO, today released its 2025 ESG Insights and Challenges Report. The report highlights the growing complexities that global organizations face in ESG reporting, including the challenges finance leaders experience gathering, integrating, and analyzing data from multiple sources.

Finance 52
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Tecnología para informar del estado de las obras de soterramiento de la A-5

CIO Business Intelligence

Arranca el 2025 con el soterramiento de la A-5, una iniciativa impulsada por el ayuntamiento capitalino en respuesta a la ancestral demanda vecinal. Por delante, al menos, 25 meses de arduo trabajo para materializar el bautizado como Paseo Verde del Suroeste. Hasta la fecha circulaban diariamente por esta va alrededor de 80.000 vehculos; con la puesta en marcha del proyecto, el trfico se ver reducido presumiblemente en un 90%.

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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.

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How MuleSoft achieved cloud excellence through an event-driven Amazon Redshift lakehouse architecture

AWS Big Data

This post is cowritten with Sean Zou, Terry Quan and Audrey Yuan from MuleSoft. In our previous thought leadership blog post Why a Cloud Operating Model we defined a COE Framework and showed why MuleSoft implemented it and the benefits they received from it. In this post, well dive into the technical implementation describing how MuleSoft used Amazon EventBridge , Amazon Redshift , Amazon Redshift Spectrum , Amazon S3 , & AWS Glue to implement it.

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Digitalización y ‘big data’ para optimizar la experiencia del turista en Toledo

CIO Business Intelligence

El big data puede contribuir de forma eficaz a la transformacin digital de la experiencia turstica en las ciudades, creando patrones que permiten mejorar la gestin de los flujos de visitantes, as como los servicios que se prestan a los ciudadanos a travs del anlisis del dato. Con este fin, el Ayuntamiento de Toledo ha confiado a Orange el proyecto para utilizar el anlisis de los datos extrados de la red mvil -siempre agregados y anonimizados- para medir la afluencia turstica y lograr un alto con

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ISV and OEM: Embedded BI for your Enterprise App customers!

Smarten

Improve the Value of OEM and ISV Offerings with Embedded BI! If you read industry publications and stay up to date on business technology, you are no doubt aware of embedded business intelligence (BI), but you may be wondering how this approach can help your ISV products business thrive. A Mordor Intelligence study found that, the growing requirement for embedded analytics software will boost productivity, save operating expenses, and save time when reviewing data.

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Pathways to Innovation: VMware Cloud Service Providers Driving Business Outcomes with Private Cloud

CIO Business Intelligence

Over the past year, as a part of our larger transformation, weve doubled down on our commitment to enhancing our partner ecosystem. Combining their unique strengths to drive impact and scale provides the opportunity to achieve more than we ever could alone. And with every partnership connection, we build a future thats not just biggerbut better for our mutual customers.

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Enterprise ABM Marketing Tools: A Marketers Guide

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.

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Table Stakes: Can Your Tables Do This?

Jet Global

Visualizations in business intelligence software are often dismissed as a commodity interchangeable and easy to overlook. But this perspective misses the mark. Visualizations are the gateway to understanding; theyre how users interact with and interpret the insights derived from all the data gathering, preparation, and analysis. This becomes especially critical in embedded analytics, where crafting the perfect dashboard or report design with the right functionality for your users can make or br

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INE Security Alert: Expediting CMMC 2.0 Compliance

CIO Business Intelligence

INE Security , a leading global provider of cybersecurity training and certifications, today announced a new initiative designed to accelerate compliance with the Department of Defenses (DoD) newly streamlined Cybersecurity Maturity Model Certification (CMMC) 2.0. This initiative aims to assist Defense Industry Base (DIB) contractors in swiftly adapting to the updated certification standards, which are critical to securing and maintaining defense contracts.

Testing 52
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No Extension to SAP ECC 6 and Business Suite 7 Mainstream Support End Date in 2027

CIO Business Intelligence

Back in 2020, SAP announced it would extend the end of mainstream ECC6.0support from 2025 to 2027.At the time, that wasnt a big surprise.There was speculation among the SAP community that SAP would extend the deadline again. As they say, Sorry to burst your bubble, but . Hey, its not me, its SAP CEO Christian Klein. When asked if SAP would extend the ECC support deadline beyond 2027, he clearly said no.

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How to prioritize AI initiatives: A strategic framework for maximizing ROI

CIO Business Intelligence

There are only two types of companies in this world, those who are great at AI and everybody else. If you dont know AI, you are going to fail, period, end of story. You have to understand it, because it will have a significant impact on every single thing that you do. Theres no avoiding it. Mark Cuban. This quote sums up the need for companies to prioritize artificial intelligence (AI) initiatives and also captures the state of the AI race today.

ROI 120
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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.

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IT predictions: 5 things that won’t change in 2025

CIO Business Intelligence

Every January futurists opine on what will be different. Just as important, but typically underappreciated, are trends that will perpetuate themselves deep into the year to come. Heres a look at what I see staying the same for IT leaders in 2025. Musks shadow will continue to loom over all things technology The top-of-tech bromance between the President Trump and Elon Musk will last much longer than most observers think.

IT 134
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Looking back to look ahead: from Deepfakes to DeepSeek what lies ahead in 2025

CIO Business Intelligence

The past year was a whirlwind for CIOs and CISOs, marked by the rapid expansion of enterprise AI, persistent cyber threats, and the growing menace of deepfakes. Added to this tumult were emerging threats from activist hackers, who found innovative ways to infiltrate corporate data systems, banking networks, and social media platforms. Throw in bad actors capitalizing on a heated political climate into this mix, and thats a lot of challenges for any CIO or CISO to handle.