February, 2025

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The End of Programming as We Know It

O'Reilly on Data

Theres a lot of chatter in the media that software developers will soon lose their jobs to AI. I dont buy it. It is not the end of programming. It is the end of programming as we know it today. That is not new. The first programmers connected physical circuits to perform each calculation. They were succeeded by programmers writing machine instructions as binary code to be input one bit at a time by flipping switches on the front of a computer.

IT 364
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China’s New AI Video Star: Step-Video-T2V

Analytics Vidhya

China is advancing rapidly in generative AI, building on successes like DeepSeek models and Kimi k1.5 in language models. Now, its leading the vision domain with OmniHuman and Goku excelling in 3D modeling and video synthesis. With Step-Video-T2V, China directly challenges top text-to-video models like Sora, Veo 2, and Movie Gen. Developed by Stepfun AI, […] The post Chinas New AI Video Star: Step-Video-T2V appeared first on Analytics Vidhya.

Modeling 277
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Announcing Open Source DataOps Data Quality TestGen 3.0

DataKitchen

Announcing DataOps Data Quality TestGen 3.0: Open-Source, Generative Data Quality Software. Now With Actionable, Automatic, Data Quality Dashboards Imagine a tool that can point at any dataset, learn from your data, screen for typical data quality issues, and then automatically generate and perform powerful tests, analyzing and scoring your data to pinpoint issues before they snowball.

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Goodbye digital transformation, hello AI-first business transformation

CIO Business Intelligence

Perhaps we got digital transformation wrong this whole time. Instead of focusing on the transformation part, we did a lot less transforming and a lot more digitalization. Instead of seeing digital as a new paradigm for our business, we over-indexed on digitizing legacy models and processes and modernizing our existing organization. As a result, most businesses remain saddled with complexity, department silos, and old ways of doing things.

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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.

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Hosting Khoj for Free: Your Personal Autonomous AI App

KDnuggets

Turn your local LLMs into a personal, autonomous AI application that can effortlessly retrieve answers from the web or your documents.

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Amazon Web Services named a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools

AWS Big Data

Amazon Web Services (AWS) has been recognized as a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools. We were positioned in the Challengers Quadrant in 2023. This recognition, we feel, reflects our ongoing commitment to innovation and excellence in data integration, demonstrating our continued progress in providing comprehensive data management solutions.

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A Comprehensive Guide to Pre-training LLMs

Analytics Vidhya

We’re already into the second month of 2025, and every passing day brings us closer to Artificial General Intelligence (AGI)AI that can tackle complex problems across multiple sectors at a human level. Take DeepSeek, for instance. Until recently, could you have imagined an organization before 2024 that could build a cutting-edge Generative AI model for […] The post A Comprehensive Guide to Pre-training LLMs appeared first on Analytics Vidhya.

Modeling 280
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Denodo’s Predictions for 2025

Data Virtualization

Reading Time: 4 minutes In 2024, generative AI (GenAI) became top-of-mind, as companies began to leverage it for increased productivity. Additionally, storage continued to grow in capacity, epitomized by an optical disk designed to store a petabyte of data, and the global Internet population. The post Denodos Predictions for 2025 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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What gives IT leaders pause as they look to integrate agentic AI with legacy infrastructure

CIO Business Intelligence

Agentic AI was the big breakthrough technology for gen AI last year, and this year, enterprises will deploy these systems at scale. According to a January KPMG survey of 100 senior executives at large enterprises, 12% of companies are already deploying AI agents, 37% are in pilot stages, and 51% are exploring their use. And in an October Gartner report, 33% of enterprise software applications will include agentic AI by 2033, up from less than 1% in 2024, enabling 15% of day-to-day work decisions

IT 141
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11 Python Libraries Every AI Engineer Should Know

KDnuggets

Looking to build your AI engineer toolkit in 2025? Here are Python libraries and frameworks you cant miss!

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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.

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Improve search results for AI using Amazon OpenSearch Service as a vector database with Amazon Bedrock

AWS Big Data

Artificial intelligence (AI) has transformed how humans interact with information in two major wayssearch applications and generative AI. Search applications include ecommerce websites, document repository search, customer support call centers, customer relationship management, matchmaking for gaming, and application search. Generative AI use cases include chatbots with Retrieval-Augmented Generation (RAG), intelligent log analysis, code generation, document summarization, and AI assistants.

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Why Choose Augmented Analytics with Low-Code, No-Code Development

Smarten

Low Code No Code Development Supports Analytics Performance Within the very near future, it is estimated that 70% of all software and application design will include a component of low-code or no-code development. So, it is no surprise that analytics software and tools are also affected by this trend. While advanced analytics and augmented analytics solutions provide a sophisticated, complicated underpinning of algorithms and analytical techniques, the average enterprise expects (and should look

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DeepSeek-R1 vs DeepSeek-V3: Detailed Comparison

Analytics Vidhya

DeepSeek has made significant strides in AI model development, with the release of DeepSeek-V3 in December 2024, followed by the groundbreaking R1 in January 2025. DeepSeek-V3 is a Mixture-of-Experts (MoE) model that focuses on maximizing efficiency without compromising performance. DeepSeek-R1, on the other hand, incorporates reinforcement learning to enhance reasoning and decision-making.

Modeling 261
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Practical Techniques for Identifying Business Opportunities

BA Learnings

The ability to identify business opportunities is a cornerstone of success in todays fast-paced market. As industries evolve and consumer demands shift, businesses must remain agile and forward-thinking to stay relevant. Identifying business opportunities fosters growth and unlocks innovation, allowing corporations to adapt to emerging trends and outpace competitors.

Marketing 130
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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.

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AI humanoid robots inch their way toward the workforce

CIO Business Intelligence

AI-based humanoid robots could soon start becoming a workforce reality, thanks to parallel advances in generative AI and electromechanical components and mechatronics, enabling robots to have reasoning skills as well as physical abilities that exceed their predecessors. Were still very early in the journey, but its only going to get better, says Dwight Klappich, a research vice president at Gartner.

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5 AI Agent Frameworks Compared

KDnuggets

Check out this comparison of 5 AI frameworks to determine which you should choose.

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Foundational blocks of Amazon SageMaker Unified Studio: An admin’s guide to implement unified access to all your data, analytics, and AI

AWS Big Data

Amazon SageMaker Unified Studio (preview) provides a unified experience for using data, analytics, and AI capabilities. You can use familiar AWS services for model development, generative AI, data processing, and analyticsall within a single, governed environment. Users can now build, deploy, and execute end-to-end workflows from a single interface.

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Optimizing Business Performance with Dynamics 365 and BI Dashboards: The Missing Link Between Data and Decisions

BizAcuity

Businesses have never had access to more data than they do today. Every transaction, customer interaction, and operational process leaves a digital footprint. Yet, despite having all this information at their fingertips, many organizations struggle to translate it into meaningful action. Why? Because data without intelligence is just noise. Take a mid-sized company trying to track performance.

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Data Talks, CFOs Listen: Why Analytics Is The 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.

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How to Build an Anime Recommendation System with Hugging Face?

Analytics Vidhya

A few years ago, I fell into the world of anime from which Id never escape. As my watchlist was growing thinner and thinner, finding the next best anime became harder and harder. There are so many hidden gems out there, but how do I discover them? Thats when I thoughtwhy not let Machine Learning […] The post How to Build an Anime Recommendation System with Hugging Face?

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Managing The Risks Of Transporting Hazardous Liquids In 2025

BA Learnings

Transporting hazardous liquids is a critical operation across industries like chemicals, mining, and agriculture. With growing demand and increasing emphasis on sustainability, businesses are facing heightened challenges and responsibilities in 2025. According to Deloitte Insights , the chemical industry experienced moderate growth in 2024 and is expected to continue recovering in 2025, driven by rising demand, cost-reduction efforts, and investments in decarbonisation and innovation.

Risk 130
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Beyond the hype: Do you really need an LLM for your data?

CIO Business Intelligence

As someone deeply involved in shaping data strategy, governance and analytics for organizations, Im constantly working on everything from defining data vision to building high-performing data teams. My work centers around enabling businesses to leverage data for better decision-making and driving impactful change. Recently, my involvement with IASA and SustainableIT.org has given me a new lens through which to view these projects: sustainability.

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Becoming an Machine Learning Engineer in 2025

KDnuggets

Read some honest advice on how to become a machine learning engineer.

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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.

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Migrate from Standard brokers to Express brokers in Amazon MSK using Amazon MSK Replicator

AWS Big Data

Amazon Managed Streaming for Apache Kafka (Amazon MSK) now offers a new broker type called Express brokers. Its designed to deliver up to 3 times more throughput per broker, scale up to 20 times faster, and reduce recovery time by 90% compared to Standard brokers running Apache Kafka. Express brokers come preconfigured with Kafka best practices by default, support Kafka APIs, and provide the same low latency performance that Amazon MSK customers expect, so you can continue using existing client

Metrics 66
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To Unlock the Power of Data Management, Proceed Wisely!

Timo Elliott

I recently had the opportunity to interview Robert Reuben, Managing Director of Proceed Group. In an era where data is both a critical asset and a growing challenge, he shared insights into how his organization helps businesses optimize their data landscapes, overcome common pitfalls, and prepare for the future. Experts in SAP Data Management Proceed Group have been running SAP data management projects for over 20 years, Robert noted.

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A Quick Guide to PyLab

Analytics Vidhya

Python has become the lingua franca for scientific computing and data visualization, thanks in large part to its rich ecosystem of libraries. One such tool that has been a favourite among researchers and practitioners alike is PyLab. In this article, we will delve into the world of PyLab, exploring its origins, features, practical use cases, […] The post A Quick Guide to PyLab appeared first on Analytics Vidhya.

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Introducing Lineos, AI Powered by insightsoftware: Transforming Finance Workflows With Actionable Insights

Jet Global

Lineos reduces manual tasks and empowers finance teams to boost productivity and uncover hidden potential within their data RALEIGH, N.C. Feb. 26, 2025 insightsoftware , the most comprehensive provider of solutions for the Office of the CFO, today announced the launch of Lineos , a suite of AI-driven capabilities designed to enhance insightsoftwares financial planning and analysis (FP&A), accounting, and operations products.

Finance 52
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Zero Trust Mandate: The Realities, Requirements and Roadmap

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.

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Better student housing with a unified data platform

CIO Business Intelligence

At the end of 2023, Chicago-based Article Student Living was acquired by a global real estate investment company, which allowed the business to expand, and enabled it to make key investments in the high-demand student housing market. But because Article was growing so quickly, managing one of the largest student housing portfolios in the US, it needed to be more intentional about operational efficiency.

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5 LLM Prompting Techniques Every Developer Should Know

KDnuggets

Want to make the most out of large language models? Check out these prompting techniques you can start using today.

Modeling 135
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Use DeepSeek with Amazon OpenSearch Service vector database and Amazon SageMaker

AWS Big Data

DeepSeek-R1 is a powerful and cost-effective AI model that excels at complex reasoning tasks. When combined with Amazon OpenSearch Service , it enables robust Retrieval Augmented Generation (RAG) applications. This post shows you how to set up RAG using DeepSeek-R1 on Amazon SageMaker with an OpenSearch Service vector database as the knowledge base.

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Data Analytics Can Help with REIT Investing

Smart Data Collective

Smart real estate investing starts with dataanalyze trends, minimize risks, and maximize returns with advanced analytics.

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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.