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

article thumbnail

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.

article thumbnail

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?

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

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.

article thumbnail

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.

article thumbnail

How to Streamline Payment Applications & Lien Waivers Through Innovative Construction Technology

Speaker: Dylan Secrest, Founder of Alamo Innovation and Construction Digital Transformation Consultant

Construction payment workflows are notoriously complex when you consider juggling multiple stakeholders, compliance requirements, and evolving project scopes. Delays in approvals or misaligned data between budgets, lien waivers, and pay applications can grind progress to a halt. The good news? It doesn't have to be this way! Join expert Dylan Secrest to discover how leading contractors are turning payment chaos into clarity using digital workflows, integrated systems, and automation strategies.

article thumbnail

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

More Trending

article thumbnail

20 Behavioral Questions to Ace Your Next Data Science Interview

Analytics Vidhya

Landing a data science role isn’t just about coding and modeling anymore. Interviewers increasingly focus on behavioral questions to assess your problem-solving, communication, and teamworking skills. In this article, we’ll explore what these questions are, why they matter, and how to answer them using proven techniques. I’ll also provide you with 20 sample behavioral questions […] The post 20 Behavioral Questions to Ace Your Next Data Science Interview appeared first on Analyt

article thumbnail

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.

article thumbnail

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.

article thumbnail

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.

article thumbnail

Airflow Best Practices for ETL/ELT Pipelines

Speaker: Kenten Danas, Senior Manager, Developer Relations

ETL and ELT are some of the most common data engineering use cases, but can come with challenges like scaling, connectivity to other systems, and dynamically adapting to changing data sources. Airflow is specifically designed for moving and transforming data in ETL/ELT pipelines, and new features in Airflow 3.0 like assets, backfills, and event-driven scheduling make orchestrating ETL/ELT pipelines easier than ever!

article thumbnail

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.

article thumbnail

Mitigating Shadow AI: Effective Prompt Engineering Strategies

Jen Stirrup

According to the AI in the Workplace Statistics 2024 , research showed that three-quarters (75%) of surveyed workers were using AI in the workplace in 2024. However, are IT departments aware of the Shadow AI in their workplaces, then they may not always be carefully watching what customers are doing on their websites with agents. What does this mean for the business?

article thumbnail

Why 46% of AI Models Fail — and How to Fix It

Dataiku

The statistics are stark: 46% of AI models never make it to production, and 40% of those that do degrade within the first year. But the root cause isn’t broken algorithms or immature tech — it’s operational complexity. In a recent Dataiku webinar, Chad Covin , Senior Technical Product Marketing Specialist at Dataiku, and Chris Helmus , Principal Solutions Engineer at Dataiku, unraveled this issue and laid out a robust, scalable solution: the AI operations framework based on the principles of uni

article thumbnail

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.

article thumbnail

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.

article thumbnail

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.

article thumbnail

Data Quality and Its Intensional and Extensional Components

Data Virtualization

Reading Time: 5 minutes There is a lot of talk about data quality, but I often have the impression that this is done almost to exorcise it, to recognize its importance without delving into its complexities, or its real meaning. But this can result. The post Data Quality and Its Intensional and Extensional Components appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

article thumbnail

Integrating AI in Business Intelligence: Benefits and Best Practices

BizAcuity

Business leaders no longer ask whether data can create value. The question now is how quickly and intelligently that value can be realized. As organizations grow more data-rich, their ability to convert information into strategic insight depends not just on tools, but on guidance—on frameworks that connect the dots between raw data and real decisions.

article thumbnail

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.

article thumbnail

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.

article thumbnail

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

article thumbnail

14 AI Conferences that You Can’t Afford to Miss in 2025

Analytics Vidhya

Gone are those times when Generative AI was just making headlines. It is now actively reshaping how industries operate, innovate, and solve problems. As this technology moves from the lab to day-to-day business strategy, the need for collaborative spaces to exchange ideas and push boundaries is of utmost importance. That’s where AI conferences play a […] The post 14 AI Conferences that You Can’t Afford to Miss in 2025 appeared first on Analytics Vidhya.

article thumbnail

Teradata Enterprise Vector Store Joins NVIDIA Enterprise AI Factory Validated Design

Teradata

Skip to main content Support Global Global Deutschland France 日本 대한민국 Why Teradata Product Solutions Resources About us search Try for free Contact us search Join us at Possible 2025. Register now Join us at Possible 2025. Register now close Home Resources Artificial Intelligence Article Teradata Enterprise Vector Store Joins NVIDIA Enterprise AI Factory Validated Design Learn how Teradata and NVIDIA are enabling enterprises to move toward scalable, agen

article thumbnail

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.

article thumbnail

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.

article thumbnail

A Guide To Measuring Patient Engagement

ScienceSoft

Go to ScienceSoft Global Careers For journalists contact@scnsoft.com +1 214 306 68 37 Healthcare About ScienceSoft Is a Leader in Healthcare IT Services Market in 2024 SPARK Matrix ScienceSoft is featured among the leaders of the healthcare IT services market in the 2024 SPARK Matrix published by Quadrant Knowledge Solutions. Company About ScienceSoft Our Mission Leadership Team Locations Testimonials Our Approach Development Approach Quality Management Security Management Join Us Careers Insigh

article thumbnail

Top 11 AI Workshops that You Must Attend in 2025

Analytics Vidhya

Over the past few months, the AI landscape has shifted dramatically. OpenAI’s GPT-4o update brought in seamless voice, vision, and text capabilities to a single model. Google’s Gemini raised the bar for long-context reasoning. Apple is moving in, hinting at deep GenAI integrations across devices. These feature updates signal a new standard for what modern […] The post Top 11 AI Workshops that You Must Attend in 2025 appeared first on Analytics Vidhya.

article thumbnail

Mini Data Bootcamp

Depict Data Studio

In April 2025, I spent two half-days teaching a fuller Data Bootcamp for the Asian American Health Initiative in Maryland. We went through the entire data analysis process together: data management, cleaning, tabulation, and visualization. And, we practiced in both Excel and Power BI. In this 5-part series, you’ll learn some of the highlights from that two-day class.

article thumbnail

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.

article thumbnail

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.

article thumbnail

From Ideas to Impact: The GenAI Q&A for Innovation Leaders

Data Virtualization

Reading Time: 2 minutes 💬 Q: Why is GenAI such a breakthrough for innovation leaders? A: Because it unlocks entirely new ways to create value. GenAI isn’t just about smarter chatbots — it’s about transforming how teams turn ideas into production-grade applications, faster than. The post From Ideas to Impact: The GenAI Q&A for Innovation Leaders appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

article thumbnail

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?

article thumbnail

AI-Powered Decisions: Shaping the Future of Finance

Decision Management Solutions

Financial Services, and especially retail banking, has long been the beating heart of decision automation. Not only did many of the principles of effective decisioning get developed in financial services, many of the most powerful use cases are also found there. Whether it’s automating fraud detection or loan origination, targeting offers or driving next best action marketing, performing Know Your Customer or anti-money laundering checks, the value of decision automation has proven itself time a