Sat.Feb 01, 2025 - Fri.Feb 07, 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 363
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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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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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5 AI Agent Frameworks Compared

KDnuggets

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

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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

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Data Analytics is a Huge Boon for Alzheimer’s Disease Research

Smart Data Collective

There are a lot of great reasons to use big data technology for Alzheimer's research.

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Building a RAG System for Smart Decision-Making in Organizations

Analytics Vidhya

In todays fast-paced business environment, organizations are inundated with data that drives decisions, optimizes operations, and maintains competitiveness. However, extracting actionable insights from this data remains a significant hurdle. A Retrieval-Augmented Generation (RAG) system, when integrated with Agentic AI, tackles this challenge by not only retrieving relevant information but also processing and delivering context-aware insights […] The post Building a RAG System for Smart De

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Handle errors in Apache Flink applications on AWS

AWS Big Data

Data streaming applications continuously process incoming data, much like a never-ending query against a database. Unlike traditional database queries where you request data one time and receive a single response, streaming data applications constantly receive new data in real time. This introduces some complexity, particularly around error handling.

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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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I Tried All the Latest Google 2.0 Model APIs for Free

Analytics Vidhya

Google has been making waves in the AI space with its Gemini 2.0 models, bringing substantial upgrades to their chatbot and developer tools. With the introduction of Gemini 2.0 Flash, Gemini 2.0 Pro (experimental), and the new cost-efficient Gemini 2.0 Flash-Lite, I was eager to get hands-on experience with each of these modelsand yes, I […] The post I Tried All the Latest Google 2.0 Model APIs for Free appeared first on Analytics Vidhya.

Modeling 140
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Empowering Women in AI: Leading innovation in the UAE

CIO Business Intelligence

In recent years, the role of women in the field of Artificial Intelligence has steadily increased, with a particularly notable surge in the UAE. The countrys initiatives focused on empowering women in technology, education, and innovation are beginning to pay off, as more female AI engineers and researchers emerge. These efforts are not just transforming the landscape of AI in the UAE, but they are also influencing global trends in tech, making women a driving force in AIs future.

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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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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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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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5 Solved RAG Projects You Cant Miss in 2025

Analytics Vidhya

When you’re learning something new, projects are super important. They help you turn theory into practice and really understand what you’re doing. Guided projects are even better because they give you a clear path to follow. Experts show you the way, so you don’t get lost or make rookie mistakes. In this blog, we’ve got […] The post 5 Solved RAG Projects You Cant Miss in 2025 appeared first on Analytics Vidhya.

Analytics 140
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Will the end of Windows 10 accelerate CIO interest in AI PCs?

CIO Business Intelligence

As Windows 10 nears its end of support, some IT leaders, preparing for PC upgrade cycles, are evaluating the possible cloud cost savings and enhanced security of running AI workloads directly on desktop PCs or laptops. With no security updates for Windows 10 available after Oct. 14, 2025, many CIOs find themselves at a crossroads, with some considering Copilot+ certified AI PCs as part of their enterprise fleet plans for Windows 11.

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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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3 Ways to Secure Your Data Science Job From Layoffs in 2025

KDnuggets

As tech layoffs increase, data scientists must adapt. Here's how to safeguard your data science job in 2025.

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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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Google Gemini 2.0 Pro Experimental Better Than OpenAI o3-mini?

Analytics Vidhya

Google has expanded their Gemini 2.0 family with a bunch of new experimental models. The Gemini 2.0 Pro Experimental is specifically designed to handle complex tasks with ease and superior performance. This new model from Google is giving a tough competition to OpenAIs o3-mini, especially in advanced coding and reasoning tasks. In this battle of […] The post Google Gemini 2.0 Pro Experimental Better Than OpenAI o3-mini?

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CIOs: Catalysts to promote sustainability through collaboration

CIO Business Intelligence

Sustainability initiatives are largely driven by data, and CIOs are uniquely positioned to ensure their organizations have the right data necessary to drive collaborative decision-making practices that influence sustainability. In recent years, IT groups have helped a wide range of organizations improve sustainability initiatives by creating infrastructure that allows them to collect and analyze related data.

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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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Using Llama 3.2-Vision Locally: A Step-by-Step Guide

KDnuggets

Interact with the advanced multimodal Llama model locally through its intuitive user interface or powerful endpoint service.

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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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OpenAI vs Google: Who Does Deep Research Better?

Analytics Vidhya

OpenAI has just launched its new AI research agent – Deep Research. As the name suggests, this new agent is capable of doing detailed research and creating analytical reports, comprehensive articles, technical papers, and more. Competing head-to-head with Googles Gemini Deep Research, the agent boasts of in-depth analysis and advanced synthesis skills.

Reporting 140
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NetSuite adds new AI capabilities to improve enterprise workflows

CIO Business Intelligence

NetSuite this week continued to add new AI capabilities to its suite offering that are expected to help enterprises expand their customization capabilities and improve AI-assisted workflows. The new AI capabilities include the Prompt Management API , the CPQ AI Assistant, the NetSuite Expert for SuiteAnswers, and a text enhancer for custom fields, and come with no additional cost, the company said.

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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 to Fine-Tune DeepSeek-R1 for Your Custom Dataset (Step-by-Step)

KDnuggets

Fine-tune the DeepSeek model step by step. even if you're new to LLMs!

Modeling 114
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How AI Detection Tools Are Shaping the Future of Digital Marketing

Smart Data Collective

Unlock potential! Discover how AI detection tools are transforming digital marketing strategies for targeted and effective campaigns.

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Is Deepseek Getting Banned?

Analytics Vidhya

If you were anywhere close to a news source last week, you must have heard of DeepSeek. This Chinese company that led to a tech stock crash in the US market questioned the supremacy of OpenAI and gave the world a free and much more powerful alternative to ChatGPT with its R1 model. But now, […] The post Is Deepseek Getting Banned? appeared first on Analytics Vidhya.

Marketing 161
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Download the Agentic AI Enterprise Spotlight

CIO Business Intelligence

In this issue, we explore the emerging field of agentic AI, which brings more autonomy to IT-managed systems with both promise and peril.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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7 Tools I Cannot Live Without as a Data Scientist

KDnuggets

Tools I use for coding, writing, grammar improvement, research, machine learning experiments, and organizing projects.

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How AI Chatbots Are Revolutionizing IT Operations and Customer Service

Smart Data Collective

Chatbots at the forefront! Explore the game-changing role of AI in streamlining IT operations and elevating customer service.

IT 65
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LCNC in BI and Predictive Analytics

Smarten

The Use and Benefits of Low-Code No-Code Development in Business Intelligence (BI) and Predictive Analytics Solutions Introduction In this article, we will discuss Low-Code and No-Code Development (LCNC) and the use of the Low Code and No Code approach for business intelligence (BI) tools and predictive analytics solutions. We will consider how LCNC can enhance analytics, and improve performance and user adoption and how businesses, users and Citizen Data Scientists can benefit from LCNC in anal

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Download the Agentic AI Enterprise Spotlight

CIO Business Intelligence

In this issue, we explore the emerging field of agentic AI, which brings more autonomy to IT-managed systems with both promise and peril.

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4 AI Hacks to Make Sales Teams More Efficient

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.