Sat.Jun 21, 2025 - Fri.Jun 27, 2025

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Build a Data Cleaning & Validation Pipeline in Under 50 Lines of Python

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 Build a Data Cleaning & Validation Pipeline in Under 50 Lines of Python Clean and validate messy data with a compact Python pipeline that fits into any workflow.

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12 AI Tools Everyone is Using in 2025

Analytics Vidhya

In 2025, there’s a new AI tool for everything – text, images, coding, video, you name it, and professionals are eager to know “what’s the best tool for making their work easy?” This topic stays hot as long as generative AI keeps evolving. Everyone’s hunting for the latest AI tools to boost productivity and creativity. […] The post 12 AI Tools Everyone is Using in 2025 appeared first on Analytics Vidhya.

Analytics 224
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Generative AI in the Real World: Stefania Druga on Designing for the Next Generation

O'Reilly on Data

How do you teach kids to use and build with AI? That’s what Stefania Druga works on. It’s important to be sensitive to their creativity, sense of fun, and desire to learn. When designing for kids, it’s important to design with them, not just for them. That’s a lesson that has important implications for adults, too. Join Stefania Druga and Ben Lorica to hear about AI for kids and what that has to say about AI for adults.

Modeling 238
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Solace Enables Agentic AI with Solace Platform

David Menninger's Analyst Perspectives

My colleagues have recently described how agentic artificial intelligence (AI) has the potential to revolutionize enterprise computing by automating the handling of static and dynamic complexity to enable software to take action without the need for human intervention. Put simply, agentic AI is the orchestration of the execution of discreet business tasks by a combination of software components that automate business processes.

Software 130
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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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How to Combine Streamlit, Pandas, and Plotly for Interactive Data Apps

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 Combine Streamlit, Pandas, and Plotly for Interactive Data Apps With just two Python files and a handful of methods, you can build a complete dashboard that rivals expensive business intelligence tools.

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How Skroutz handles real-time schema evolution in Amazon Redshift with Debezium

AWS Big Data

This guest post was co-authored with Kostas Diamantis from Skroutz. At Skroutz , we are passionate about our product, and it is always our top priority. We are constantly working to improve and evolve it, supported by a large and talented team of software engineers. Our product’s continuous innovation and evolution lead to frequent updates, often necessitating changes and additions to the schemas of our operational databases.

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Predictive Customer Experience: Leveraging AI to Anticipate Customer Needs

DataFloq

In an age where customer expectations evolve at lightning speed, businesses must pivot from reactive strategies to predictive approaches. Predictive Customer Experience (PCE) harnesses the power of artificial intelligence to anticipate and fulfill customer needs before they even arise. By analyzing vast datasets, from purchase history to social media interactions – companies can craft tailored experiences that resonate on a personal level.

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Automate Data Quality Reports with n8n: From CSV to Professional Analysis

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 Automate Data Quality Reports with n8n: From CSV to Professional Analysis Analyze any CSV dataset from a URL and generate professional quality reports with n8n By Vinod Chugani on June 26, 2025 in Data Science Image by Author | ChatGPT The Data Quali

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Visual Proof of Bayes’ Theorem

Analytics Vidhya

Have you ever read about Bayes’ theorem and wondered why its proof is so mathematically dense? It’s indeed confusing. Imagine a picture where a canvas of shapes and colours is showing Bayesian reasoning with no equations involved. Now, you will be able to demystify Bayes’ Theorem with intuitive shapes and areas. This supports the fact […] The post Visual Proof of Bayes’ Theorem appeared first on Analytics Vidhya.

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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 begins to reshape the IT job landscape as layoffs rise

CIO Business Intelligence

During the COVID-19 pandemic, Amazon was one of many tech companies that rapidly ramped up hiring to meet demand in a new, locked-down business paradigm. Other organizations, seeking to support all-remote workforces, followed suit, as tech hiring — and salaries — reached unprecedented heights. But the boom didn’t last long, as Amazon along with Google, Meta, Microsoft, and other prominent enterprises collectively laid off more than 100,000 employees in 2022 to re-adjust to a world emerging from

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Introducing AWS Glue Data Catalog usage metrics for API usage

AWS Big Data

We’re excited to announce AWS Glue Data Catalog usage metrics. The usage metrics is a new feature that provides native integration with Amazon CloudWatch. This feature provides you with immediate visibility into your AWS Glue Data Catalog API usage patterns and trends. AWS Glue Data Catalog is a centralized repository that stores metadata about your organization’s datasets.

Metrics 81
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How to Learn Programming for Data Science: A Roadmap for Beginners

KDnuggets

Here's a roadmap to learning programming for data science, designed for absolute beginners with big ambitions.

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GenAI Playground at DataHack Summit 2025

Analytics Vidhya

If you were at DataHack Summit 2024, chances are you didn’t just witness the GenAI revolution – you played with it, battled it, laughed with it, and maybe even tried to flirt against it. The GenAI Playground, a DataHack Summit exclusive, was introduced in 2023 as an immersive creative zone. It quickly became the most […] The post GenAI Playground at DataHack Summit 2025 appeared first on Analytics Vidhya.

Analytics 173
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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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Hakkoda Labs adds homegrown AI agent to its data team

CIO Business Intelligence

Hakkoda Labs took the road less traveled and built AI agents that disrupted their own business processes, effectively handing over their proprietary data migration IP — the company’s secret sauce — to any developer. The project itself was launched as a skunkworks challenge to build an AI business analyst. The data consultancy, which was acquired by IBM in April , formalized the effort in mid-2023, hiring AI engineers to help pilot the project.

IT 117
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Enhance data ingestion performance in Amazon Redshift with concurrent inserts

AWS Big Data

Amazon Redshift is a fully managed petabyte data warehousing service in the cloud. Its massively parallel processing (MPP) architecture processes data by distributing queries across compute nodes. Each node executes identical query code on its data portion, enabling parallel processing. Amazon Redshift employs columnar storage for database tables, reducing overall disk I/O requirements.

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MLFlow Mastery: A Complete Guide to Experiment Tracking and Model Management

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 MLFlow Mastery: A Complete Guide to Experiment Tracking and Model Management MLFlow is a tool that helps you manage machine learning projects.

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What is Machine Learning?

Analytics Vidhya

Machine learning is prevalent in most of the mainstream industries of today. Businesses around the world are scrambling to integrate machine learning into their functions, and new opportunities for aspiring data scientists are growing multifold. However, there’s a significant gap between what the industry needs and what is currently available. A large number of people […] The post What is Machine Learning?

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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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Larry Ellison has big ambitions for Oracle’s cloud business

CIO Business Intelligence

Never one to be shy with words, Oracle CTO Larry Ellison has big plans once again. Having initially downplayed the importance of the cloud over a decade ago, the Oracle founder announced in a Q4 earnings call that Oracle aims to become No. 1 in three key areas: cloud databases, cloud applications, and the construction and operation of cloud data centers.

Strategy 126
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Oracle AI Direction for Business Applications

David Menninger's Analyst Perspectives

Oracle, long known for its dominance in databases and enterprise software, has a new message for the business world: Artificial intelligence (AI) isn't just a technology trend, it's a business imperative. At the recent Oracle Industry and Application Analyst Event, company executives made their most compelling case yet for why non-technical executives should care about a deeply integrated tech stack—and that case rests squarely on the shoulders of AI.

Software 130
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10 FREE AI Tools That’ll Save You 10+ Hours a Week

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 10 FREE AI Tools That’ll Save You 10+ Hours a Week No tech skills needed. Just tools that work, free to use, and actually helpful in your daily work life.

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Top 7 Rerankers for RAG

Analytics Vidhya

Retrieval-Augmented Generation, or RAG, marks an important step forward for natural language processing. It helps large language models (LLMs) perform better by letting them check information outside their training data before creating a response. This means LLMs can work well with specific company knowledge or new information without costly retraining.

Modeling 149
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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 Achilles’ heel of cyber defense: Unsecured backups leave organizations vulnerable

CIO Business Intelligence

In today’s escalating cyber threat landscape, traditional backup strategies are insufficient to protect the most critical assets. Modern threat actors have evolved beyond simply encrypting operational systems to systematically targeting backup infrastructures, leaving organizations with no safety net for recovery. According to Rubrik Zero Lab’s “ The State of Data Security in 2025 ” report, 74% of organizations discovered their backup or recovery systems were at least partially compromised durin

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Oracle Summit 2025: Agentic HCM Moves from Hype to Hands On

David Menninger's Analyst Perspectives

I recently attended the Oracle Apps & Industry Analyst Summit in Redwood City, California. Over the course of two days, Oracle offered a concentrated look at a market that is both racing ahead and tripping over its own shoelaces. Generative, predictive and now agentic artificial intelligence (AI) have become the new currency of competitive advantage across HCM; Oracle alone has delivered more than 150 AI capabilities across its Fusion Apps and 62 inside HCM in just two years, climbing from “

Marketing 130
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Building AI Agents with llama.cpp

KDnuggets

This guide will walk you through the entire process of setting up and running a llama.cpp server on your local machine, building a local AI agent, and testing it with a variety of prompts.

Testing 94
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How to Build your First LLM Application?

Analytics Vidhya

Have you ever tried to build your own Large Language Model (LLM) application? Ever wondered how people are making their own LLM application to increase their productivity? LLM applications have proven to be useful in every aspect. Building an LLM app is now within everyone’s reach. Thanks to the availability of AI models as well […] The post How to Build your First LLM Application?

Modeling 159
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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 CIOs must embrace persona-based AI

CIO Business Intelligence

In today’s rapidly evolving digital landscape, the integration of artificial intelligence (AI) into enterprise applications is not just a trend — it’s a transformative force reshaping how businesses operate, compete and innovate. As emerging technologies like edge computing, genAI and intelligent automation mature, they are converging with enterprise systems to create smarter, more responsive and efficient organizations.

IoT 113
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Oracle’s AI Agents Amplify Value for Finance

David Menninger's Analyst Perspectives

Oracle’s recent industry analyst summit demonstrated significant progress in embedding artificial intelligence in its business applications — including those for finance, HR and supply chain management. This amplifies the already broad and deep functionality developed over decades. Oracle also continues to expand and extend its collaborative efforts with financial institutions, a form of network-enabled extended process facilitation that I expect will grow in importance for business software pro

Finance 130
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5 Things You Need to Know About Agentic AI

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 Things You Need to Know About Agentic AI Check out these insights you need to know before jumping into the latest hype.