Sat.May 31, 2025 - Fri.Jun 06, 2025

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MCP: What It Is and Why It Matters—Part 3

O'Reilly on Data

This is the third of four parts in this series. Part 1 can be found here and Part 2 can be found here. 7. Building or Integrating an MCP Server: What It Takes Given these examples, you might wonder: How do I build an MCP server for my own application or integrate one thats out there? The good news is that the MCP spec comes with a lot of support (SDKs, templates, and a growing knowledge base), but it does require understanding both your applications API and some MCP basics.

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Top 7 AWS Services for Machine Learning

Analytics Vidhya

Are you looking to build scalable and effective machine learning solutions? AWS offers a comprehensive suite of services designed to simplify every step of the ML lifecycle, from data collection to model monitoring. With purpose-built tools, AWS has positioned itself as a leader in the field, helping companies streamline their ML processes. In this article, […] The post Top 7 AWS Services for Machine Learning appeared first on Analytics Vidhya.

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The 7 hottest jobs in IT

CIO Business Intelligence

In 2025, demand for IT talent remains strong across core roles and experts predict that the need for essential IT positions will continue to grow. Businesses face stiff competition for top talent in areas such as software engineering, cybersecurity, and data management. And while AI dominates news coverage, a recent Deloitte report cites MIT economist Daron Acemoglu, who suggests only 5% of jobs are at risk from AI automation in the next decade because of reliability challenges and the need fo

IT 125
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Data Quality Testing: A Shared Resource for Modern Data Teams

DataKitchen

Data Quality Testing: A Shared Resource for Modern Data Teams In today’s AI-driven landscape, where data is king, every role in the modern data and analytics ecosystem shares one fundamental responsibility: ensuring that incorrect data never reaches business customers. Whether you’re a Data Engineer building ETL pipelines, a Data Scientist developing predictive models, or a Data Steward ensuring compliance, we all want the same outcome: data that is trustworthy, accurate, and underst

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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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What Comes After the LLM: Human-Centered AI, Spatial Intelligence, and the Future of Practice

O'Reilly on Data

In a recent episode of High Signal , we spoke with Dr. Fei-Fei Li about what it really means to build human-centered AI, and where the field might be heading next. Fei-Fei doesn’t describe AI as a feature or even an industry. She calls it a “civilizational technology”—a force as foundational as electricity or computing itself. This has serious implications for how we design, deploy, and govern AI systems across institutions, economies, and everyday life.

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Top 5 Alternative Data Career Paths and How to Learn Them for Free

KDnuggets

How about some alternative options for a data career? Learn about five non-standard career paths, required skills, and how to learn them for free.

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Best practices for upgrading Amazon MWAA environments

AWS Big Data

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) has become a cornerstone for organizations embracing data-driven decision-making. As a scalable solution for managing complex data pipelines, Amazon MWAA enables seamless orchestration across AWS services and on-premises systems. Although AWS manages the underlying infrastructure, you must carefully plan and execute your Amazon MWAA environment updates according to the shared responsibility model.

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Cofidis acompaña a sus clientes a lo largo de su vida a través de la digitalización

CIO Business Intelligence

35 aos a tu lado. As define Compaa Financiera de Distribucin S.A., ms conocida por Cofidis, su presencia en Espaa desde el ao 1990. Fundada ocho aos antes, en 1982, Cofidis es unaentidadfrancesa especializada en la concesin de crditos y prstamos a distancia con presencia en nueve pases de Europa, ms de 5.461 empleados y cerca de 15.957 millones de euros de activos brutos pendientes.

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5 Ways to Market Yourself as a Data Professional on LinkedIn

Analytics Vidhya

LinkedIn is the de facto social networking site for professionals. With over a billion users on the platform and 7 people getting hired each minute, it has positioned itself as the mainstream career market. A survey shows, LinkedIn candidates are given higher precedence than candidates from the other channels, and over 72% of recruiters prefer […] The post 5 Ways to Market Yourself as a Data Professional on LinkedIn appeared first on Analytics Vidhya.

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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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Learn Power BI for Free This Week

KDnuggets

Become a Power BI Pro for free on DataCamp from June 2 to 8.

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Data Helps Speech-Language Pathologists Deliver Better Results

Smart Data Collective

Data helps speech-language pathologists make more precise, informed, and effective decisions for their clients.

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Shedding light on AI and analytics blind spots

CIO Business Intelligence

What makes a customer experience truly effective? What drives a smarter business decision or a more impactful AI initiative? Answering questions like these increasingly comes down to one core thing: data. As enterprise operations evolve and organizations embrace cloud platforms to power AI and advanced analytics, the ability to fully harness data has become more complex, but it has also never been more critical.

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AI Overview and AI Mode: What Do They Mean for Content Creators?

Analytics Vidhya

Google Search has launched two new AI-powered features, transforming the way it responds to user queries. The AI Overview and AI Mode give quick and detailed responses, respectively, without having us read through multiple web pages. While they maybe convenient for users, they could be disastrous for websites that rely on Googles organic traffic for […] The post AI Overview and AI Mode: What Do They Mean for Content Creators?

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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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5 Error Handling Patterns in Python (Beyond Try-Except)

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 5 Error Handling Patterns in Python (Beyond Try-Except) Stop letting errors crash your app. Master these 5 Python patterns that handle failures like a pro!

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Simplify real-time analytics with zero-ETL from Amazon DynamoDB to Amazon SageMaker Lakehouse

AWS Big Data

At AWS re:Invent 2024, we introduced a no code zero-ETL integration between Amazon DynamoDB and Amazon SageMaker Lakehouse , simplifying how organizations handle data analytics and AI workflows. This integration alleviates the traditional challenges of building and maintaining complex extract, transform, and load (ETL) pipelines for transforming NoSQL data into analytics-ready formats, which previously required significant time and resources while introducing potential system vulnerabilities.

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CIOs get serious about closing the skills gap — mainly from within

CIO Business Intelligence

For CIOs, IT staffing is a little like going to the dentist: You know itll be painful, but youll feel better once you deal with it. Today, filling the skills gap has become a top priority as leaders grapple with the pace of technological change. The most strategic CIOs arent just plugging holes but also redefining how their organization is building future-ready, resilient teams.

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Run Python in Your Browser with PyScript

Analytics Vidhya

In recent years, Python has become one of the most widely used programming languages. However, Python hasn’t played a large role when it comes to web development specifically, until now. PyScript is here to change that. It is a new framework that allows you to run Python code directly on your web browser using only […] The post Run Python in Your Browser with PyScript appeared first on Analytics Vidhya.

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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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Building Data Science Projects Using AI: A Vibe Coding Guide

KDnuggets

Vibe code your way to data science portfolio projects that stand out.

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Enhancing data durability in Amazon EMR HBase on Amazon S3 with the Amazon EMR WAL feature

AWS Big Data

Apache HBase, an open source NoSQL database, enables quick access to massive datasets. Amazon EMR , from version 5.2.0, lets you use HBase on Amazon Simple Storage Service (Amazon S3). This combines HBases speed with the durability advantages of Amazon S3. Also, it helps achieve the data lake architecture benefits such as the ability to scale storage and compute requirements separately.

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MCP is enabling agentic AI, but how secure is it?

CIO Business Intelligence

MCP is becoming the plug-and-play standard for agentic AI apps to pull in data in real time from multiple sources. The Pulse MCP server directory currently lists more than 4,300 active MCP servers allowing LLMs to connect with data feeds ranging from Spotify and YouTube, to Salesforce and GitHub. The momentum behind the protocol will likely accelerate adoption as developers coalesce around a common standard, and alternatives struggle to gain traction.

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I Tried Perplexity Labs and Here’s What I Found

Analytics Vidhya

I am sure you have already used Perplexity for searching a query or doing deep research on a topic. What I personally love about this tool is the accessibility to several LLMs in a single interface – you have the option to select a model of your choice, or it automatically pulls a model that […] The post I Tried Perplexity Labs and Here’s What I Found 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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The Power of AI for Personalization in Email

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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10 Awesome OCR Models for 2025

KDnuggets

Stay ahead in 2025 with the latest OCR models optimized for speed, accuracy, and versatility in handling everything from scanned documents to complex layouts.

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Download the ‘New Thinking about Cloud Computing’ Enterprise Spotlight

CIO Business Intelligence

Download the June 2025 issue of the Enterprise Spotlight from the editors of CIO, Computerworld, CSO, InfoWorld, and Network World. aria-label="Embed of Enterprise Spotlight: New Thinking about Cloud Computing.

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8 Things to Keep in Mind while Building AI Agents

Analytics Vidhya

Are you fascinated by the evolving world of AI agents? Today, we can see AI agents almost everywhere, making our lives easier. Almost every field benefits from it, whether it is your last-minute ticket booking or your coding companion. AI agents have effectively tapped into every market. Everyone wants to build them to optimize their […] The post 8 Things to Keep in Mind while Building AI Agents appeared first on Analytics Vidhya.

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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.