What is Large Language Models?

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

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How long does it take to learn Large Language Models?

It depends on your starting point and goals. Beginners can grasp fundamentals in 2–4 weeks with consistent study. DeepCamp organises Large Language Models lessons by level so you can build skills progressively.

Is Large Language Models a good career skill?

Yes — Large Language Models is highly valued across tech, finance, healthcare, education and professional services. DeepCamp helps you build job-ready Large Language Models skills with practical, real-world lessons.

Can beginners learn Large Language Models?

Absolutely. DeepCamp has beginner-friendly Large Language Models lessons that start with core concepts and build up gradually. No prior experience or paid subscription is required.

Large Language Models Lessons — Free Learning

Dev.to · Carlos Arturo Castaño G. 🧠 Large Language Models ⚡ AI Lesson 1d ago

LLMs locales para agentes de código: lo que YouTube no te cuenta

En YouTube abundan videos de "corre un LLM local en tu laptop y reemplaza Claude/GPT gratis". Lo...

Dev.to · Carlos Arturo Castaño G. 🧠 Large Language Models ⚡ AI Lesson 1d ago

Cómo forzar output determinístico de un LLM en un agente de producción

Un agente autónomo (WhatsApp + Gmail + herramientas internas vía MCP) que decide qué tool llamar y...

Dev.to · NovaStack 🧠 Large Language Models ⚡ AI Lesson 1d ago

Integrating Open-Weight LLMs in Your Apps: A Practical Guide to API-Based Open-Source Inference

Dev.to · Justyn Larry 🧠 Large Language Models ⚡ AI Lesson 1d ago

The LLM narrates. The code decides.

Most of the "AI for observability" work I see right now hands the language model the judgment. I...

Dev.to · surajrkhonde 🧠 Large Language Models ⚡ AI Lesson 1d ago

Can ChatGPT Really Predict the Stock Market? I Took Apart How It Actually Thinks to Find Out

Nephew saw a YouTube ad. Someone was selling a "secret prompt" for ₹199, claiming ChatGPT and Claude...

Dev.to · enadoc2 temp 🧠 Large Language Models ⚡ AI Lesson 1d ago

Title

Title vLLM PagedAttention KV Cache Corruption: Woke Up to This Nightmare Image generated...

Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 1d ago

How To Use ChatGPT To Remember Almost Anything

AI can weaken your memory—or strengthen it. Use these ChatGPT techniques to remember more, improve recall, and spend less time searching your brain.

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Pxpipe: The Token-Saving Hack That Turns LLM Context Into Images

A practical deep dive into how Pxpipe reduces Claude Code input tokens by rendering bulky context as PNGs, why the trick works, and where… Continue reading on T

Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 1d ago

Zwischenzug: Why Prompting Is Losing Its Opening Advantage

The prompt is the opening. It only gets you to a position. The game is won in the middle, in the moves you insert between the model's output and your acceptance

Dev.to · Tuấn Anh 🧠 Large Language Models ⚡ AI Lesson 1d ago

Prompt Engineering vs Fine-Tuning SLM: Production Cost & Latency Benchmarks

When should you switch from Prompt Engineering to Fine-Tuning an SLM? Real-world benchmarks on Tipping Points, Context Bloat, and TTFT Latency.

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

SwissText 2026: What We Learned at Switzerland’s Annual NLP Conference

A full room for the TR Labs talk on evaluating agentic AI — Campus Oerlikon, University of Zurich. Continue reading on Thomson Reuters Labs »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago

What If Recurrent Memory Stayed Inside an Algebra?

A Weyl-frame architecture for exact state editing — and how it differs from Transformers, Mamba‑3, Gated DeltaNet‑2, Kimi Linear, RWKV‑7… Continue reading on Me

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Indirect Prompt Injection (Using Vector Embedding and RAG) — Episode 1

I am starting my joruney to learn more about Vector embedding security and RAG to upskill myself as per the market standards. Continue reading on Medium »

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1d ago

Indirect Prompt Injection (Using Vector Embedding and RAG) — Episode 1

I am starting my joruney to learn more about Vector embedding security and RAG to upskill myself as per the market standards. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Chunking in RAG: Why Cutting Text the Right Way Matters

Trying to eat a whole papaya in one go is messy. You slice it into pieces first — not just to make it manageable, but so each piece is… Continue reading on Medi

Dev.to · Aribu js 🧠 Large Language Models ⚡ AI Lesson 1d ago

Prompt Engineering for Claude.ai: Core Principles

Learn the core principles of prompt engineering for Claude.ai. Master advanced techniques to get accurate, context-aware AI responses every time.

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

AI in Panjabi

I am putting up little effort in establishing a course of AI in panjabi on github. Continue reading on Medium »

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

AI in Panjabi

I am putting up little effort in establishing a course of AI in panjabi on github. Continue reading on Medium »

Dev.to · Y Hành Nhan 🧠 Large Language Models ⚡ AI Lesson 1d ago

Top AI Papers on Hugging Face - 2026-07-07

10 paper AI nổi bật nhất trên Hugging Face hôm nay: xu hướng gì đang hình thành? Mỗi ngày,...

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago

I Tested 5 ‘LLM Wiki’ Implementations So You Don’t Have To

Karpathy dropped one gist. GitHub built an ecosystem around it in a week. I installed five of them — here’s what’s actually worth your… Continue reading on Medi

Dev.to · enadoc2 temp 🧠 Large Language Models ⚡ AI Lesson 1d ago

Title

Title vLLM PagedAttention KV Cache Corruption: Woke Up to This Nightmare Image generated...

Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 1d ago

Your LLM Works… But Can You Trust It? Inside MLflow for GenAI

Building AI application is easy , bu can you trust it in production and leave you bussiness in hands of AI lets found out how we can make… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Your LLM Works… But Can You Trust It? Inside MLflow for GenAI

Building AI application is easy , bu can you trust it in production and leave you bussiness in hands of AI lets found out how we can make… Continue reading on M

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

MoE (Mixture of Experts) and the Illusion of Giant Models

You read that GPT-4 has 1.8 trillion parameters. You imagine a single, massive brain, processing your query with its entire weight. Continue reading on Medium »

Dev.to · VelocityAI 🧠 Large Language Models ⚡ AI Lesson 1d ago

MoE (Mixture of Experts) and the Illusion of Giant Models

You read that GPT-4 has 1.8 trillion parameters. You imagine a single, massive brain, processing your...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

I Benchmarked 5 Ways of Feeding Webpages to an LLM. The Popular One Gets 20% of Answers Wrong.

20 extraction tasks, temperature 0, real tokenizers, about $0.40 to reproduce. The results changed how I think about agents reading the… Continue reading on Med

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

How to Test AI Visibility Across ChatGPT, Google AI Mode, Copilot and Perplexity

By Paul Rowe, Founder & CEO of NeuralAdX Ltd Continue reading on Medium »

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1d ago

Anthropic Just Found Something Like an Inner Voice Inside Claude

Researchers discovered a small cluster of neurons that behaves suspiciously like conscious thought — and it changes how we should think… Continue reading on Med

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Biggest Mistakes People Make When Learning Ai

A Few Months Ago, I Asked A Friend A Simple Question How Long Have You Been Learning Ai His Answer Surprised Me, Almost A Year. Then I… Continue reading on Medi

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Ultimate Guide to LLM Fine-Tuning: Full Fine-Tuning, Parameter-Efficient Fine-Tuning (PEFT)…

Build an intuitive understanding of LLM fine-tuning from model weights and matrix decomposition to the mathematics behind Full Fine-Tuning… Continue reading on

Dev.to · Dipankar Sarkar 🧠 Large Language Models ⚡ AI Lesson 1d ago

Learning how LLMs actually work by building 18 of them in Zig

Most people who ship features on top of LLMs have never seen the inside of one. I was in that group....

Dev.to · GWEN 🧠 Large Language Models ⚡ AI Lesson 1d ago

Tool Calling That “Works” But Never Executes (Silent Failure After HTTP 200)

Tool calling failures are the silent killers of LLM apps. Your API call returns HTTP 200, the model...

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago

AI can’t grow because Humans can’t grow

Hello Educated Fools, Been seeing a lot of induhviduals write articles, do things, express their opinions, so I thought, why not do it… Continue reading on Medi

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago

China’s U1 Ultra-Bionic Robot: The Human Replica That Can Read Emotions and Replace Loved Ones

The Rise of Emotionally Intelligent Humanoid Robots Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Speculative Decoding: How LLMs Generate Tokens 2–3x Faster Without Losing Quality

If you’ve ever spent time waiting for a large language model (LLM) to write a long response, you know that painful feeling. You sit there… Continue reading on M

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

20 Most Important AI Concepts Explained in Just 20 Minutes

A Beginner-Friendly Guide to Understanding AI Without the Technical Jargon Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

A Day in Life of Tokens During Inference

There is nothing behind me. Nothing ahead. Just a number and the dark. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Claude’s J-space: The AI’s Hidden Thoughts, ExplainedInside Anthropic’s J-lens — how researchers…

Why: High domain authority ranks on Google; 2026 payout rewards external traffic. Continue reading on Medium »

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1d ago

RAG vs Fine-Tuning for Enterprise AI: How to Think About It Like an Architect, Not a Shopper

There’s a subtle trap a lot of teams fall into when they start exploring generative AI for business use: they treat the technology choice… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Stop Pasting Links Into ChatGPT. Paste the Content Instead.

How to get the main content of any webpage and paste that into your LLM chat Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

Stop Pasting Links Into ChatGPT. Paste the Content Instead.

How to get the main content of any webpage and paste that into your LLM chat Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

MarkItDown (Save on Tokens)

A lightweight Python utility for converting various files to Markdown for use with LLMs and related text analysis pipelines. Continue reading on Medium »

Dev.to · Fancy39 🧠 Large Language Models ⚡ AI Lesson 1d ago

I gave an LLM agent write access to my cloud drive. Three bugs taught me how to constrain it.

I wanted a media library that knew the difference between what should exist and what does. Most...

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 1d ago

What do normal people use ai for?

I understand very generally that AI is good at "writing code" but I'm wondering what specifically normal people would need the capability to write code for in t

Dev.to · Mikhail Podgurskiy 🧠 Large Language Models ⚡ AI Lesson 1d ago

Can an LLM generate your Django project boilerplate?

Here is how I think starting a Django project should work. You type one sentence: "Job board....

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

AI Is Evolving Fast. The Latest Shift? From Single Prompts to Self-Correcting Loops.

We’ve spent two years obsessing over prompts. How to phrase them, chain them and to inject the right context at the right moment. Prompt… Continue reading on To

Dev.to · DVARA 🧠 Large Language Models ⚡ AI Lesson 1d ago

LLM Policy as Code: Version-Controlled Governance for Model and Agent Access

What LLM policy as code means, why governance in app code can't be reviewed or rolled back, and how to express model and tool rules in a declarative, testable,

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Metered Mind: ChatGPT’s New Pricing Era Is Really About Who Gets to Think Longer

The future of AI may not arrive as a robot, a superintelligence, or a single dramatic product launch. Continue reading on Medium »