Fri.Jul 04, 2025

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Serve Machine Learning Models via REST APIs in Under 10 Minutes

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 Serve Machine Learning Models via REST APIs in Under 10 Minutes Stop leaving your models on your laptop.

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Preview of ODSC West 2025: Your Ultimate Track Guide

ODSC - Open Data Science

From October 28–30 in San Francisco, ODSC West 2025 returns with a robust lineup of 15 tracks aimed at helping professionals build practical skills and stay ahead of emerging trends in AI. Whether you’re a data scientist, ML engineer, AI architect, or decision‑maker, these tracks offer curated content that spans foundational theory, hands‑on implementation, and strategic insight.

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A Gentle Introduction to Principal Component Analysis (PCA) in Python

Flipboard

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 A Gentle Introduction to Principal Component Analysis (PCA) in Python The most popular method for feature reduction and data compression, gently explained via implementation with Scikit-learn in Python.

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How to Monitor, Diagnose, and Solve Gradient Issues in Foundation Models

The MLOps Blog

TL;DR Vanishing or exploding gradients are common training instabilities observed in foundation models. Real-time gradient-norm monitoring using experiment trackers like neptune.ai enables early detection and mitigation. Implementing stabilization techniques such as gradient clipping and optimizing weight initialization and learning rate schedules improves the training convergence and stability.

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Precision in Motion: Why Process Optimization Is the Future of Manufacturing

Speaker: Jason Chester, Director, Product Management

In today’s manufacturing landscape, staying competitive means moving beyond reactive quality checks and toward real-time, data-driven process control. But what does true manufacturing process optimization look like—and why is it more urgent now than ever? Join Jason Chester in this new, thought-provoking session on how modern manufacturers are rethinking quality operations from the ground up.

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My Honest Advice for Aspiring Machine Learning Engineers

Flipboard

What it really takes to become a machine learning engineerThe post My Honest Advice for Aspiring Machine Learning Engineers appeared first on Towards …

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Google’s ZKP tools are now free for developers

Dataconomy

Google has open-sourced its Zero-Knowledge Proof (ZKP) libraries, delivering on a commitment and leveraging a partnership with Sparkasse to support age assurance within the European Union. This initiative aims to facilitate the development of privacy-enhancing applications and digital identity solutions by developers in both private and public sectors, addressing a pressing demand.

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Big Data in business: How it has transformed the landscape

Dataconomy

Not too long ago, business decisions relied heavily on intuition, experience, and a fair bit of guesswork. Today, that guesswork is being replaced with granular, real-time insights, thanks to big data. From small enterprises to global conglomerates, businesses are now tapping into massive volumes of information to understand consumer behaviour, optimise operations, and anticipate future trends.

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Enhancing Health Research with Machine Learning: Practical Case Studies Using the All of Us Researcher Workbench

Flipboard

Machine learning is revolutionizing health research by enabling scalable analysis across complex datasets.

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Why Everyone Gets the “Essential AI Engineer Stack” Wrong

Towards AI

Author(s): Mayank Bohra Originally published on Towards AI. It’s not about the number of tools you know, it’s about the ones you use to build production systems.Image by Author Let’s be honest. The AI space moves faster than most of us can keep up with. One week it’s all about fine-tuning, the next it’s agentic workflows and RAG. If you’re trying to build anything real, anything that goes beyond a cool demo or a local script, focusing on all the shiny new things is a recipe for burnout.

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Kepler.gl

Hacker News

Kepler.gl is a powerful web-based geospatial data analysis tool. Built on a high performance rendering engine and designed for large-scale data sets.

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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!

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Needle in a Haystack: Understanding This Core Idea in Retrieval-Augmented Generation

Towards AI

Last Updated on July 4, 2025 by Editorial Team Author(s): Edgar Bermudez Originally published on Towards AI. How a simple metaphor shapes the way we build and evaluate RAG systems. I recently heard someone that used the needle-in-a-haystack term to casually explain a RAG system. Hearing this made me think about this concept and I thought it would be good to write this post.

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Gemini Gems now live in Docs, Gmail, Sheets

Dataconomy

Google has integrated “Gems,” customizable iterations of its Gemini AI assistant, directly into Google Workspace applications. This integration allows users to access these specialized AI tools within Google Docs, Slides, Sheets, Drive, and Gmail side panels, eliminating the need to open the dedicated Gemini app. Google stated in its announcement that “Gems can help you further leverage the power of Gemini in a way that’s customized to your needs more efficiently by minimizing repetitive p

AI 103
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From Reactive Scripts to Cognitive Colleagues: How Agentic AI Is Quietly Replacing White-Collar Workflows

Towards AI

Last Updated on July 5, 2025 by Editorial Team Author(s): R. Thompson (PhD) Originally published on Towards AI. The 2025 AI Shift That’s Rewriting Business — One Autonomous Decision at a Time “The real question isn’t whether machines think, but whether men do.” — B.F. Skinner It’s 2:47 AM. A logistics coordinator is fast asleep while her AI system identifies a disruption in a critical medical supply route.

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Inside India’s scramble for AI independence

Flipboard

Structural challenges and the nation’s many languages have made it tough to develop foundational AI models.

AI 180
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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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Labeling Cells with napari and Python: A Step-by-Step Guide for BioImage Analysis

Towards AI

Last Updated on July 4, 2025 by Editorial Team Author(s): MicroBioscopicData (by Alexandros Athanasopoulos) Originally published on Towards AI. In this tutorial, we will go through a step-by-step guide on how to label cells using napari, an interactive multi-dimensional image viewer for Python, ideal for microscopy data. This hands-on guide is designed for biologists, data scientists, and image analysts, and will cover everything we need to know — from loading microscopy images into Python, to n

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How to create subtitles automatically using video transcription

Dataconomy

Video content is an essential medium for communication in the digital world. Whether it’s for educational purposes, entertainment, or marketing, video has a unique ability to engage audiences. However, not all viewers can listen to audio at all times, which is why subtitles are crucial. One effective way to make videos more accessible and searchable is through transcription.

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ZTE leverages AI to empower L4 autonomous networks for smarter broadband operations

Flipboard

Skip to content 5G+ RAN Vendors Operators Big Tech Devices AI & Cloud Network Tech Digital Industries More View all categories Events MWC Shanghai 2025 MWC Barcelona 2025 Unwrapped: The 5G Evolution Unwrapped: Digital Industries Podcast Webinars Topic Hubs ES FR 中文 Subscribe Subscribe ES FR 中文 Topics 5G+ RAN Vendors Operators Big Tech Devices AI & Cloud Network Tech Digital Industries More.

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Securing FastAPI Endpoints for MLOps: An Authentication Guide

Machine Learning Mastery

In today's AI world, data scientists are not just focused on training and optimizing machine learning models.

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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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Anthropic is reportedly partnering with Dust in Europe

Dataconomy

According to an exclusive report of Euro News , US artificial intelligence company Anthropic has partnered with Paris-based AI agent builder Dust to expand its European presence. The joint venture focuses on developing AI agents capable of problem-solving and task completion, differentiating them from conversational chatbots. This collaboration marks a strategic move for Anthropic, maker of the Claude large language model (LLM), as it deepens its investment in the European market.

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Can Large Language Models Play Text Games Well?

Hacker News

Large language models (LLMs) such as ChatGPT and GPT-4 have recently demonstrated their remarkable abilities of communicating with human users. In this technical report, we take an initiative to investigate their capacities of playing text games, in which a player has to understand the environment and respond to situations by having dialogues with the game world.

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Veo 3 is now live in 159 countries

Dataconomy

According to TechCrunch , Google has initiated the global rollout of its Veo 3 video generation model to Gemini users across over 159 countries. This new video generation capability is exclusively accessible to Google’s AI Pro plan subscribers, with a daily limit of three video creations per user. The Veo 3 model, first demonstrated by Google in May, enables users to produce videos up to eight seconds in length through the input of text prompts.

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Rust and WASM for Form Validation

Hacker News

Technically Personal blog archive tags Rust and WASM for form validation Sebastian Lauwers 24th Apr 2025 • 10 min read • Tags: rust , wasm , programming , tech For a very long time, the Rust WASM story wasnt entirely clear to me. In order to use WASM from Rust you had to use Node, Webpack, and all that jazz. This always turned me off using WebAssembly because it felt too heavy of a toolchain to get going.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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6 Tasks Manus AI Can Do in Minutes

Analytics Vidhya

I am sure you must know about the general AI agent, Manus. It was launched a few months ago, and over the months, they have added several new features to their system. Now, you can generate videos, create websites, and do much more with the tool. In this blog, I will be showcasing five diverse […] The post 6 Tasks Manus AI Can Do in Minutes appeared first on Analytics Vidhya.

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Compression Dictionary Transport

Hacker News

Compression Dictionary Transport is a way of using a shared compression dictionary to dramatically reduce the transport size of HTTP responses.

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5 Alternatives to Kubernetes

Analytics Vidhya

Imagine you’ve a large web app broken into distinct parts (backend, frontend, database). Ever tried running, scaling, or managing it all across clusters of machines? Sounds like a lot? Because it is! But no worries, as that’s where containerization platforms like Kubernetes come in clutch. They provide a seamless integration between different components of an […] The post 5 Alternatives to Kubernetes appeared first on Analytics Vidhya.

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Mini NASes marry NVMe to Intel's efficient chip

Hacker News

Skip to main content Jeff Geerling Main menu Merch About Blog Projects Mini NASes marry NVMe to Intel's efficient chip July 4, 2025 Im in the process of rebuilding my homelab from the ground up, moving from a 24U full-size 4-post rack to a mini rack. One of the most difficult devices to downsize (especially economically ) is a NAS. But as my needs have changed, Im bucking the trend of all datahoarders and I need less storage than the 120 TB (80 TB usable) I currently have.

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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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DSA Java Project – Traffic Light Simulation

Data Flair

Program 1 // Project: Traffic Light Simulation Using Queue Linked List // - // Features: // Add vehicles to queue (simulating arrival) // Process vehicles when the signal turns green // Show vehicles in the... The post DSA Java Project – Traffic Light Simulation appeared first on DataFlair.

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Is an Intel N100 or N150 a better value than a Raspberry Pi?

Hacker News

Skip to main content Jeff Geerling Main menu Merch About Blog Projects Is an Intel N100 a better value than a Raspberry Pi? March 3, 2025 tl;dr : it depends. About one year ago, I bought an Intel N100 mini PC (specifically the GMKtec N100 NucBox G3 ) and compared it to the Raspberry Pi 5 8GB. A year later, and we have a newer $159 16GB version of that mini PC with a slightly-faster Intel N150, and a new 16GB Raspberry Pi 5.

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How AI can help you navigate layoffs, according to one executive producer at Xbox

Flipboard

It's been a rough week at Microsoft. Following the news that 9,000 people are being laid off at the company, one Xbox executive offered some questionable words of advice for people on their way out: Find solace in Microsoft Copilot. As reported by Aftermath , Matt Turnbull, an executive producer at Xbox Game Studios Publishing who clearly did not lose his job recently, took to LinkedIn to let folks know, "You're not alone and you don't have to go it alone.

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Show HN: I AI-coded a tower defense game and documented the whole process

Hacker News

Vibe coded Tower Defense type of game made for a game jam - maciej-trebacz/tower-of-time-game

AI 100
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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri