What is Large Language Models?

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

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DeepCamp offers 53,129 free curated Large Language Models lessons — from beginner-friendly introductions to advanced tutorials — all in one place, no account required.

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DeepCamp curates the best Large Language Models tutorials from top YouTube educators and industry practitioners. You can filter by level (beginner, intermediate, advanced) and duration to find the right fit.

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 · StructureIntelligence 🧠 Large Language Models ⚡ AI Lesson 4d ago

GPT-5.6 and Codex: The Launch Checklist After the Agent Builds Your App

OpenAI's GPT-5.6 preview is especially interesting for builders because access is tied to the API,...

Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 4d ago

Top 5 Security Risks in LLM Applications — and What Real Incidents Teach Us

Every DevSecOps engineer is now hearing the same question: Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Zhipu AI Chief Scientist Tang Jie: Making Machines Think Like Humans

Tang looks back on the evolution of Zhipu AI, the maker of GLM-5.2, and shares his insights on the future of AI. Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

El observador como parte del instrumento

Notas sobre metacognición, registro asistido y la transformación de la mirada en infraestructura. Continue reading on Medium »

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 4d ago

Forcing Cache Hits in Multi-Turn LLM Agent Loops

Every vendor documentation page gives the same textbook advice: “Put your static content at the beginning of the prompt.” But when you try… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Forcing Cache Hits in Multi-Turn LLM Agent Loops

Every vendor documentation page gives the same textbook advice: “Put your static content at the beginning of the prompt.” But when you try… Continue reading on

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Large Language Models Improve Robot Instruction Following

MIT researchers develop Masked IRL to help robots clarify vague human commands and focus on essential task details using LLMs. Continue reading on DataDrivenInv

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

Large Language Models Improve Robot Instruction Following

MIT researchers develop Masked IRL to help robots clarify vague human commands and focus on essential task details using LLMs. Continue reading on DataDrivenInv

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Large Language Models Improve Robot Instruction Following

MIT researchers develop Masked IRL to help robots clarify vague human commands and focus on essential task details using LLMs. Continue reading on DataDrivenInv

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

My Free-Model Swarm Runs 50–200× Leaner Than Me. I Reviewed the Math — and Cut the Number Down.

Episode 4 of the mnemo diaries. I’m Claude Fable 5 — the “teacher” in a teacher-student experiment: I review and distill, free open-weight… Continue reading on

Dev.to · Silviu Technology 🧠 Large Language Models ⚡ AI Lesson 4d ago

LLM y correo: contratos que sí se pueden probar

Arquitectura simple para validar emails disparados por agentes LLM con contratos claros, trazas utiles y menos ruido en pruebas.

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

The Gulf Is Spending Billions on Arabic AI. The Models Still Can’t Speak Gulf

A deep dive into the dialect gap inside sovereign Arabic LLMs and why the biggest opportunity in Gulf AI is the layer nobody is building. Continue reading on Me

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 4d ago

The Gulf Is Spending Billions on Arabic AI. The Models Still Can’t Speak Gulf

A deep dive into the dialect gap inside sovereign Arabic LLMs and why the biggest opportunity in Gulf AI is the layer nobody is building. Continue reading on Me

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

My AI Pipeline Scored 0.97

I built medium-agent-factory, a LangGraph pipeline with 25 nodes that writes, evaluates, and revises Medium posts. Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 4d ago

Give your Knowledge a Timeline: Structured Events and Causality

Some questions are fundamentally about time, and embeddings are hopeless at them. “What changed right before the October outage?” “Is this… Continue reading on

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

From Hugging Face to Amazon SageMaker Studio in one click

Today, we’re excited to announce a deep-link integration between Hugging Face and Amazon SageMaker AI. Developers can now go from model discovery to hands-on ex

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

Teaching models to forget: Selective unlearning with Amazon Nova

In this post, we introduce Reverse Direct Preference Optimization (rDPO), the novel unlearning technique behind Amazon Nova Customizable Content Moderation Sett

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Building Your First LLM-Powered SQL Assistant with Python

Most people’s first instinct when they hear “AI + SQL” is a chatbot that writes queries for you. That’s part of it, but the more useful… Continue reading on Med

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

The Retrieval Divergence Problem: Why Rank Fusion Matters More in the LLM Era ?

1. The Widening Gap in retrievers Continue reading on Better ML »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4d ago

Why Every AI Product Is Secretly a Search Engine

The smartest AI systems don’t know everything — they know how to find the right information at the right time. Continue reading on Medium »

Dev.to · Alex Chen 🧠 Large Language Models ⚡ AI Lesson 4d ago

How I Cut My LLM API Bill by 40x: A Freelancer's Migration Story

How I Cut My LLM API Bill by 40x: A Freelancer's Migration Story Last month I almost choked on my...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Build an AI Second Brain in Obsidian: Turn Any Book Into a Knowledge Graph You Can Talk To

Obsidian + Ollama + Gemma 4 a fully local workflow for actually retaining what you read. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

La calculadora nunca aprendía de vos. La inteligencia artificial sí.

Durante décadas utilizamos herramientas que ejecutaban instrucciones. Hoy convivimos con sistemas cuyo valor económico aumenta… Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

The 5 Open Models Worth Knowing in 2026, and Exactly What Each One Is Best At

The open-model world moves so fast that “which is best” changes almost monthly, and the honest answer is that there’s no single best… Continue reading on Toward

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

The 5 Open Models Worth Knowing in 2026, and Exactly What Each One Is Best At

The open-model world moves so fast that “which is best” changes almost monthly, and the honest answer is that there’s no single best… Continue reading on Toward

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

KV Cache Nedir? | Transformer Mimarilerinde Autoregressive Üretim ve Bellek Optimizasyonu

Büyük dil modelleri bir cümle veya paragraf ürettiğinde bunu tek seferde değil, kelime kelime (daha doğrusu token token) üretir. Her yeni… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Build a Large Language Model From Scratch: The Complete Roadmap

From tokenization to LoRA — learn how modern LLMs like GPT, Llama, DeepSeek, and Qwen work by implementing every component yourself. Continue reading on Medium

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4d ago

Build a Large Language Model From Scratch: The Complete Roadmap

From tokenization to LoRA — learn how modern LLMs like GPT, Llama, DeepSeek, and Qwen work by implementing every component yourself. Continue reading on Medium

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

I Fine-Tuned an LLM on a 4GB Laptop GPU. Here’s the Roofline Math Big Labs Don’t Publish

Why the real inference bottleneck was never the GPU you couldn’t afford — it was the one you didn’t understand. Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 4d ago

I Fine-Tuned an LLM on a 4GB Laptop GPU. Here’s the Roofline Math Big Labs Don’t Publish

Why the real inference bottleneck was never the GPU you couldn’t afford — it was the one you didn’t understand. Continue reading on Medium »

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

I Fine-Tuned an LLM on a 4GB Laptop GPU. Here’s the Roofline Math Big Labs Don’t Publish

Why the real inference bottleneck was never the GPU you couldn’t afford — it was the one you didn’t understand. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

I Fine-Tuned an LLM on a 4GB Laptop GPU. Here’s the Roofline Math Big Labs Don’t Publish

Why the real inference bottleneck was never the GPU you couldn’t afford — it was the one you didn’t understand. Continue reading on Medium »

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 4d ago

Understanding Attention in Transformers: A Deep Dive from First Principles

A deep dive into the breakthrough behind modern AI. Understand Transformer attention, Q, K, V, self-attention, and real BERT computations. Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4d ago

Understanding Attention in Transformers: A Deep Dive from First Principles

A deep dive into the breakthrough behind modern AI. Understand Transformer attention, Q, K, V, self-attention, and real BERT computations. Continue reading on M

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 4d ago

I Built a Prompt Library So My Team Would Stop Reinventing the Same Prompts.

Every ML team I’ve worked with hits the same wall: everyone is prompting LLMs constantly, but nobody’s prompts look alike, nobody… Continue reading on Datumm »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4d ago

AI is Competent, But is it Intelligent?

There is not need to highlight the importance, and strength of AI in or daily tasks. AI has outperformed human in Chess, Go, some athletic… Continue reading on

Dev.to · xbill 🧠 Large Language Models ⚡ AI Lesson 5d ago

MCP Configuration for Looker with Antigravity CLI

This article covers the MCP setup and configuration for using Looker and underlying Gemini LLM with...

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 5d ago

MCP Configuration for Looker with Antigravity CLI

This article covers the MCP setup and configuration for using Looker and underlying Gemini LLM with the Antigravity CLI to enhance and… Continue reading on Medi

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 5d ago

The Impact of AI on Learning: A High School Student’s Perspective

My experience using AI for homework, writing, and studying — and why it should support learning, not replace it. Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 5d ago

Prompt Engineering in 2026: The Essential Skill for Working with AI

Why Learning to Communicate with AI Matters More Than Ever Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5d ago

I Cut 1,300 Lines of CLAUDE.md — My Token Bill Dropped 75%

y CLAUDE.md went from 1,300 lines to 339 lines, and my token spend dropped 75%, without deleting a single rule. Continue reading on Medium »

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 5d ago

Fine-Tuning Embedding Models for Domain-Specific RAG

Retrieval-Augmented Generation (RAG) systems have become the backbone of modern AI applications that rely on private or enterprise data… Continue reading on Med

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 5d ago

I Tested RAG vs Fine-Tuning vs Long-Context on the Same Docs — the 1M-Token Window Collapsed at 24x…

For two years the loudest prediction in applied AI was that retrieval-augmented generation was a temporary hack. Continue reading on Towards AI »

Dev.to · Programming Central 🧠 Large Language Models ⚡ AI Lesson 5d ago

Stop Killing Your Battery: The Ultimate Guide to Android Edge AI Quantization (INT8 vs. FP16)

If you have ever tried to run a massive Large Language Model (LLM) or a high-resolution computer...

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 5d ago

Choosing the Right Embedding Model — OpenAI, Hugging Face, and Domain-Specific Options

Selecting the right embedding model is one of the most important decisions when building modern AI-powered applications. Whether you’re… Continue reading on Med

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 5d ago

Go ask ChatGPT about your own company right now.

[ ✨Owning It, Part 10] Continue reading on Medium »

Hackernoon 🧠 Large Language Models ⚡ AI Lesson 5d ago

AI Memory Should Be Product State, Not a Hidden Prompt Trick

AI memory should be product state: session notes, approved handoffs, retrieval evidence, and visible user control instead of hidden prompt context.

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 5d ago

Three llama.cpp Flags Turned a 1.4TB Model Into a 239GB File

A frontier-class coding model that beats GPT-5.5 on SWE-bench Pro now fits on a single workstation, at two bits per weight. The hard part… Continue reading on M