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@Thepracticaldev

A constructive and inclusive social network for software developers. With you every step of your journey.

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DEV Community
dev.to > aytronn > what-the-arduino-ventuno-q-signals-for-local-ai-and-robotics-4ne7

What the Arduino VENTUNO Q Signals for Local AI and Robotics

1+ week, 2+ day ago   (457+ words) Arduino’s VENTUNO Q is a clear sign that edge AI hardware is moving beyond simple inference demos. The new board is designed to connect local machine learning with physical, real-time control: models can interpret the world, while a dedicated microcontroller…...

DEV Community
dev.to > vmodal_ai > building-deterministic-robot-control-loops-for-physical-ai-4pe9

Building Deterministic Robot Control Loops for Physical AI

2+ week, 2+ day ago   (204+ words) A robot control loop repeatedly reads the state of the physical system, calculates a response, and sends commands to actuators. A basic loop is: For many robots, consistency in timing is as important as computational speed. Suppose a controller operates…...

DEV Community
dev.to > jamilxt > mac-studio-m5-ultra-vs-nvidia-dgx-spark-the-5500-local-ai-bet-4odh

Mac Studio M5 Ultra vs NVIDIA DGX Spark: The $5,500 Local AI Bet

2+ week, 5+ day ago   (527+ words) Full disclosure up front: I have used neither. What follows is a spec-and-benchmark analysis from Apple's newsroom, NVIDIA's datasheet, and independent DGX Spark reviews. I run my own AI agent infrastructure and I write Java and Spring Boot for a…...

DEV Community
dev.to > copyleftdev > a-wider-computer-not-a-bigger-one-modeling-ai-inference-across-millions-of-homes-5cmo

A Wider Computer, Not a Bigger One: Modeling AI Inference Across Millions of Homes

2+ week, 6+ day ago   (902+ words) I modeled an AI inference fleet distributed across ordinary homes. What survived was narrower—and more plausible—than what I started with. Picture a detached house on a cold evening. On one garage wall, an operator-owned compute appliance draws about…...

DEV Community
dev.to > anthony_kibet_4f0cc67d37f > why-statistics-is-the-backbone-of-data-science-169a

Why Statistics Is the Backbone of Data Science

3+ week, 1+ day ago   (485+ words) Statistics isn't a supporting subject in data science, it's the thing that makes the "science" part of data science actually mean something. This is really the core value statistics brings: it's the discipline of reasoning carefully under uncertainty, instead of…...

DEV Community
dev.to > infiniteloopcole > salesforce-certified-administrator-sales-con-201-data-models-security-flow-architecture-g7a

Salesforce Certified Administrator (Sales-Con-201): Data Models, Security & Flow Architecture

4+ week, 1+ day ago   (141+ words) Whether you are configuring multi-tenant CRM security or building complex business process automations, this study log breaks down the core technical domains and practical logic required for the test. Salesforce uses a multi-layered security framework. Questions heavily test your ability…...

DEV Community
dev.to > suhail-18 > my-journey-at-gen-ai-academy-apac-edition-building-the-future-with-ai-hardware-2j70

My Journey at Gen AI Academy APAC Edition: Building the Future with AI & Hardware

4+ week, 1+ day ago   (297+ words) I'm halfway through Gen AI Academy's APAC Edition, and honestly? It's been the kind of experience that makes you realize how much you don't know — and how excited you should be about that. The Setup Coming in as a Cybersecurity…...