hands-on

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#hands-on

@frank_uid: Recently I've seen a lot of discussions about AI courses. Actually, just get your hands dirty and run through the pipeline. First, use a 3-layer DNN to run the Kaggle Titanic dataset. Then if you're interested in vision, hand-roll a ResNet for cat vs dog recognition or YOLO for object detection. If interested in LLMs, run Karpathy's nanoGPT. If you want to do reinforcement learning, PPO for Breakout. For image generation, download ComfyUI and play with different LoRAs, then hand-roll a diffusion model. These tasks don't require much computing power; a single consumer-grade GPU is enough.

X AI KOLs Timeline · 3d ago

This tweet suggests learning AI by hands-on practice with classic projects (Titanic, ResNet, nanoGPT, etc.), emphasizing that a single consumer-grade GPU is sufficient.

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#hands-on

Underpromise, overdeliver? Hands-on with the $24,950 Slate auto.

Ars Technica · 5d ago Cached

Slate Auto's affordable $24,950 electric pickup truck delivers better range and specs than initially promised, with a comfortable ride and smooth acceleration, though charging infrastructure remains a concern.

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#hands-on

@JustinAngel: https://x.com/JustinAngel/status/2069482255312195980

X AI KOLs Timeline · 6d ago Cached

Release of free workshop recordings and materials (23 videos, 250 slides, 50 exercises) for building your own LLM from fundamentals to transformer architecture, with no math or ML prerequisites.

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#hands-on

I held the Trump phone

The Verge · 2026-06-12 Cached

A tech journalist finally gets hands-on with the elusive Trump T1 phone, finding it to be a midrange HTC device with a gold paint job and Truth Social preinstalled, while noting that it remains nearly as hard to obtain as a custom solid gold iPhone.

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#hands-on

@paulabartabajo_: Advice for AI engineers The best way to learn local AI is to build with local AI. 7 hands-on webinars from the last 7 m…

X AI KOLs Timeline · 2026-06-12 Cached

A collection of 7 hands-on, open-source webinars from the past 7 months focused on building with local AI and small language models, all running on-device.

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#hands-on

@iximiuz: Linux 101: Drives, Partitions, and Mounts Practice partitioning drives, formatting them with different filesystems, and…

X AI KOLs Timeline · 2026-06-11 Cached

A series of hands-on Linux challenges covering drive partitioning, formatting filesystems (ext4, btrfs), mounting, and persistent mounts, using iximiuz Labs and the labctl CLI tool.

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#hands-on

@WWTLitee: Recommending an awesome thing: codecrafters-io/build-your-own-x Currently 513k+ Stars Simply put, it's a guide to building everything — you can build whatever you want. It's not a tool, but a collection of learning paths for "building wheels from scratch". Write your own database, browser...

X AI KOLs Timeline · 2026-06-09 Cached

Introducing the codecrafters-io/build-your-own-x repository, a collection of tutorials for building various technologies from scratch, helping developers understand underlying principles through hands-on practice.

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#hands-on

@syuggupta: Best resource to learn rl from scratch

X AI KOLs Timeline · 2026-06-08 Cached

A tweet recommending the 'Hands-on Modern RL' website as the best resource to learn reinforcement learning from scratch, with a link to a chapter on BipedalWalker.

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#hands-on

A first look at Microsoft’s Surface Laptop Ultra and Surface Dev Box

The Verge · 2026-06-03 Cached

Microsoft unveiled two new Surface devices at Build, the Surface Laptop Ultra and Surface Dev Box, both powered by Nvidia's RTX Spark chips. The Laptop Ultra features a bright mini LED display, a haptic trackpad, and strong performance including local AI model execution.

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#hands-on

Gemini Spark is the most impressive and terrifying AI experience I’ve had yet

The Verge · 2026-06-02 Cached

Google's new always-on AI agent Spark creates an incredibly detailed trip itinerary by accessing personal data from emails and documents, demonstrating impressive utility but raising significant privacy concerns.

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#hands-on

Gemini’s new AI agent is about as good as Google’s demo

The Verge · 2026-06-01 Cached

Google's new Gemini Spark AI agent can autonomously perform multi-step tasks like drafting emails and analyzing spreadsheets, but raises concerns about cost and privacy tradeoffs.

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#hands-on

@yuwen_lu_: I'm halfway through, damn why did no one ever tell me RL is this fun

X AI KOLs Timeline · 2026-05-30 Cached

Sanbu 散步 released a modern RL tutorial Hands-On Modern RL, covering from CartPole+PPO basics to LLM post-training (RLHF, DPO, GRPO) and Agentic RL, code-first, English version coming soon.

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#hands-on

Hands-On With Gemini Spark: I Gave It Access to My Life and It Friend-Zoned My Boyfriend

Wired · 2026-05-29 Cached

Google's Gemini Spark AI agent gained access to the author's personal data to plan a birthday party, generating an impressive itinerary but awkwardly misclassifying her boyfriend as a 'close friend'.

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#hands-on

@XAMTO_AI: Stop bookmarking those flashy but useless AI tutorials. This 'Hands-On Large Models' is what you really need—open source, free, and code that runs. The book covers 12 chapters, guiding you step by step through the complete workflow of deploying large models: ① Language Model Basics ② Prompt Engineering ③ Semantic Search ④ Model Fine-Tuning ⑤ Multimodal…

X AI KOLs Timeline · 2026-05-28 Cached

Recommend an open-source free tutorial 'Hands-On Large Models', covering 12 chapters including language model basics, prompt engineering, semantic search, model fine-tuning, multimodal applications, etc. All code can be run directly in Colab.

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#hands-on

We tried Google’s AI glasses and they’re almost there

TechCrunch AI · 2026-05-22 Cached

A hands-on review of Google's prototype AI glasses with display, highlighting Gemini integration, potential for helpful overlays, but noting audio quality and unfinished design.

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#hands-on

@tom_doerr: Hands-on LLM engineering course with 8 weekly projects https://github.com/ed-donner/llm_engineering…

X AI KOLs Timeline · 2026-05-15 Cached

A free, open-source 8-week hands-on LLM engineering course by Ed Donner, featuring weekly projects and covering topics like Ollama, Llama 3.2, and AI coding tools.

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#hands-on

@sheriyuo: The Hands-on Modern RL tutorial everyone has been waiting for is finally available in English PDF download link: https:…

X AI KOLs Timeline · 2026-05-15 Cached

An open-source hands-on modern reinforcement learning course covering from classic control to LLM post-training, RLHF, DPO, GRPO, and agentic RL is now available as a free English PDF download.

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#hands-on

@sudalairajkumar: If you are looking to start learning about agents, here is a great book by Antonio Gulli : Hands-on AI Agents. This boo…

X AI KOLs Timeline · 2026-05-15 Cached

A tweet recommending the book 'Hands-on AI Agents' by Antonio Gulli, with a link to a Google Doc guide on building AI agents.

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