Sat.Jun 07, 2025 - Fri.Jun 13, 2025

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Unlocking Exponential Growth: Strategic Generative AI Adoption for Businesses

DataFloq

Strategic Alignment is Paramount: Successful generative AI (GenAI) integration hinges on a clear vision that directly supports overarching business objectives, not just technological adoption. High-Impact Use Cases Drive Value: Prioritize GenAI applications that offer significant return on investment, focusing on areas like content creation, coding, and customer service automation for immediate and measurable gains.

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Accelerate Machine Learning Model Serving With FastAPI and Redis Caching

Analytics Vidhya

Ever waited too long for a model to return predictions? We have all been there. Machine learning models, especially the large, complex ones, can be painfully slow to serve in real time. Users, on the other hand, expect instant feedback. That’s where latency becomes a real problem. Technically speaking, one of the biggest problems is […] The post Accelerate Machine Learning Model Serving With FastAPI and Redis Caching appeared first on Analytics Vidhya.

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How to Learn Math for Data Science: A Roadmap for Beginners

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter How to Learn Math for Data Science: A Roadmap for Beginners Confused about where to start with data science math?

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OneStream Roadmap for AI and Agents

David Menninger's Analyst Perspectives

OneStream offers a platform designed to serve the needs of accounting and financial planning and analysis (FP&A) organizations. The software handles financial close and consolidation, planning and budgeting, analysis and reporting.

Reporting 221
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Whats New in Apache Airflow 3.0 –– And How Will It Reshape Your Data Workflows?

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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Essential Skills for the Modern Data Analyst in 2025

DataFloq

New trends and transformations are emerging in the industry of data analysis, and there is emerging expertise that goes hand in hand with these changes. Moving forward into the year 2025, a data analyst is expected to have a combination of a deep understanding of relevant concepts, strong reasoning, and great interpersonal skills. With the increasing importance of correct data interpretation across sectors, having chronological skills related to data interpretation will help unlock great opportu

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Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale Publicly available datasets in recommender research currently shaping the field.

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Custom AI models help MWAA deliver better airport experiences

CIO Business Intelligence

Anyone who has waited in line for security at an airport can appreciate what the IT organization at Metropolitan Washington Airports Authority ( MWAA ) has accomplished with AI in the cloud. MWAA’s IT team overseeing pedestrian, vehicle, and gate traffic at Washington, D.C.’s two major airports has developed a real-time intelligence platform dubbed Queue Hub that harnesses analytics, AI, IoT, and cloud to make terminal operations more efficient and profitable.

Modeling 113
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Salesforce Intention for Informatica Will Bolster AI and Data Efforts

David Menninger's Analyst Perspectives

I have previously explained how increased enterprise focus on artificial intelligence (AI) and agentic AI is a forcing function for enterprises to take long-overdue steps to improve data management and data governance. Data is integral to AI: large volumes of data are required to train models, while data freshness is important for inferencing in interactive applications and data quality is fundamental to ensuring that the output of agentic and generative AI (GenAI) initiatives can be relied upon

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Apple Exposes Reasoning Flaws in o3, Claude, and DeepSeek-R1

Analytics Vidhya

A rather brutal truth has emerged in the AI industry, redefining what we consider the true capabilities of AI. A research paper titled “The Illusion of Thinking” has sent ripples across the tech world, exposing reasoning flaws in prominent AI ‘so-called reasoning’ models – Claude 3.7 Sonnet (thinking), DeepSeek-R1, and OpenAI’s o3-mini (high).

Modeling 201
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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

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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AI Agents in Analytics Workflows: Too Early or Already Behind?

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter AI Agents in Analytics Workflows: Too Early or Already Behind? A look at how AI agents are reshaping the data analytics workflow and whether you’re ahead or behind the curve.

Analytics 112
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How emerging technologies are redefining enterprise architecture

CIO Business Intelligence

Enterprise architecture has long been the backbone of digital transformation initiatives. Traditionally, enterprise architects have focused on enabling business growth by aligning business architecture, data, applications and technology. Their work often involves supporting new business models, re-engineering business processes and transitioning from legacy platforms to modern systems, always underpinned by adherence to standards and frameworks.

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7 Ways to Create More Value From Analytics & AI

Dataiku

This article covers seven tangible ways that an organization can ensure scalable and repeatable business value from its analytics and AI projects.

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Browser-Based XGBoost: Train Models Without Jupyter or IDEs

Analytics Vidhya

Nowadays, machine learning has become an integral part of various industries such as finance, healthcare, software, and data science. However, to develop a good and working ML model, setting up the necessary environments and tools is essential, and sometimes it may create many problems as well. Now, imagine training models like XGBoost directly in your […] The post Browser-Based XGBoost: Train Models Without Jupyter or IDEs appeared first on Analytics Vidhya.

Modeling 155
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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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Integrating DuckDB & Python: An Analytics Guide

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Integrating DuckDB & Python: An Analytics Guide Learn how to run lightning-fast SQL queries on local files with ease.

OLAP 107
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How Nexthink built real-time alerts with Amazon Managed Service for Apache Flink

AWS Big Data

This post is cowritten with Nikos Tragaras and Raphaël Afanyan from Nexthink. In this post, we describe Nexthink ’s journey as they implemented a new real-time alerting system using Amazon Managed Service for Apache Flink. We explore the architecture, the rationale behind key technology choices, and the Amazon Web Services (AWS) services that enabled a scalable and efficient solution.

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From Workflow to Autonomy: How to Build AI Agents That Deliver

Dataiku

In a recent conversation between AI keynote speaker and Trust Insights co-founder and chief data scientist Christopher S. Penn and Dataiku head of AI strategy Kurt Muehmel , the two explored a topic on the minds of many data and digital leaders: What does it actually take to build and scale an AI agent in a modern enterprise?

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Run LLMs Locally for Free Using Google’s Latest App!

Analytics Vidhya

The world of AI has just taken a gigantic leap forward by Edge Gallery Google. Just in the last week, Google quietly launched AI Edge Gallery, a democratizing application for AI. Google Edge AI enables the execution of powerful language models directly on our smartphones, eliminating dependency on the cloud and offering no subscription fees. […] The post Run LLMs Locally for Free Using Google’s Latest App!

Modeling 218
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Data Talks, CFOs Listen: Why Analytics Are 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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Run the Full DeepSeek-R1-0528 Model Locally

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Run the Full DeepSeek-R1-0528 Model Locally Running the quantized version DeepSeek-R1-0528 Model locally using Ollama and WebUI.

Modeling 120
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Monitoring Data Without Turning into Big Brother

Smart Data Collective

Cookies help us display personalized product recommendations and ensure you have great shopping experience. Accept X By using this site, you agree to the Privacy Policy and Terms of Use. Accept Analytics Analytics Show More Improving LinkedIn Ad Strategies with Data Analytics 9 Min Read Data Helps Speech-Language Pathologists Deliver Better Results 6 Min Read How Data-Driven Insights Are Addressing Gaps in Patient Communication and Equity 8 Min Read Data Analytics Is Revolutionizing Medical Cred

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Enhance security and performance with TLS 1.3 and Perfect Forward Secrecy on Amazon OpenSearch Service

AWS Big Data

Amazon OpenSearch Service recently introduced a new Transport Layer Security (TLS) policy Policy-Min-TLS-1-2-PFS-2023-10, which supports the latest TLS 1.3 protocol and TLS 1.2 with Perfect Forward Secrecy (PFS) cipher suites. This new policy improves security and enhances OpenSearch performance. OpenSearch Service previously offered predefined TLS policies for domain endpoint security, making it possible to encrypt your traffic end-to-end by enforcing HTTPS.

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Beyond Accuracy: Understanding Fairness Score in LLM Evaluation

Analytics Vidhya

Fairness ratings, in a way, have become the new moral compass for LLMs beyond basic accuracy in the realm of AI progress. Such high-level criteria bring to light biases not detected by traditional measures, registering differences based on demographic groups. With language models becoming ever more important in healthcare, lending, and even employment decisions, these […] The post Beyond Accuracy: Understanding Fairness Score in LLM Evaluation appeared first on Analytics Vidhya.

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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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Building a Custom PDF Parser with PyPDF and LangChain

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Building a Custom PDF Parser with PyPDF and LangChain PDFs look simple — until you try to parse one.

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Balance AI Quick Wins and Long-Term AI Transformation

Dataiku

Discover how to practically balance high-impact, quick AI wins with scalable, long-term AI transformation.

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How Booking.com measures the impact of AI on developer productivity

CIO Business Intelligence

As an established name in online travel, Booking.com has long maintained its position as a global leader—today, they attract over 500 million monthly visitors and more than a billion annual bookings. But sustaining their market position going forward, in the increasingly fast-evolving travel industry, has required Booking.com’s leadership to shift its attention toward accelerating their pace of software delivery and innovation.

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All ChatGPT Models Explained: Which to Use and When?

Analytics Vidhya

Lately, it feels like there’s a new ChatGPT version popping up every other day. There’s GPT-4o, the all-rounder, o3, the deep thinker, some speedy “mini” models that no one knows what they do, GPT-4.5 for creative writing, and a few legacy versions you probably would want to avoid. So if you’ve ever wondered which ChatGPT […] The post All ChatGPT Models Explained: Which to Use and When?

Modeling 212
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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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Why You Need RAG to Stay Relevant as a Data Scientist

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Why You Need RAG to Stay Relevant as a Data Scientist How retrieval-augmented generation (RAG) reduces LLM costs, minimises hallucinations, and keeps you employable in the age of AI.

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Conga’s Existential Approach to Revenue Lifecycles and Operations

David Menninger's Analyst Perspectives

At this year’s Conga Connect 2025 conference held in Orlando, FL, the enterprise software provider unveiled both a new chief executive and a sharpened vision for the future of revenue management technology. David Osborne, recently appointed CEO of Conga, took the stage for his keynote address with a foundational question: “Why?”—as in, why does Conga exist?

Software 130
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Making the case for product in a cost-conscious environment

CIO Business Intelligence

Shifting to a product model isn’t for the faint of heart. It demands more than just a new way of organizing teams — it’s a full-scale overhaul of how technology functions, collaborates and delivers. Most organizations embarking on the journey must rethink their operating models, redefine roles and responsibilities, retrain legacy talent and rewire governance and funding models.