What is Large Language Models?

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

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DeepCamp offers 53,035 free curated Large Language Models lessons — from beginner-friendly introductions to advanced tutorials — all in one place, no account required.

What are the best Large Language Models tutorials?

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

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 6d ago

Prompt Engineering Ends Where System Design Begins: Building Production-Grade AI Systems.

How memory, retrieval, orchestration, safety, and observability transform a simple LLM into a production system that can serve millions of… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Prompt Engineering Ends Where System Design Begins: Building Production-Grade AI Systems.

How memory, retrieval, orchestration, safety, and observability transform a simple LLM into a production system that can serve millions of… Continue reading on

Dev.to · Federico "SpeederX" Piana 🧠 Large Language Models ⚡ AI Lesson 6d ago

What secretly eats your local LLMs' speed as your context fills up - Part 2

So, we left in the previous chapter with some data and insights. This time we talk about the story...

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 6d ago

Cognee: Under the Hood

Following a single document through Cognee’s memory engine to understand how it actually works. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Cognee: Under the Hood

Following a single document through Cognee’s memory engine to understand how it actually works. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

What Are Large Language Models (LLMs)?

Part 1 of my “LLMs” series Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Why context compaction is one of the most underrated LLM Cost Optimizations

When people think about reducing LLM Cost, they mostly think about switching to a cheaper model or reducing the number of API Calls. We… Continue reading on Med

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

AI-Powered Chapter Outlining for Nonfiction Ghostwriters

We need to write a concise 400-500 word educational Dev.to article for professionals about AI automation in AI for ghostwriters non-fiction: how to automate int

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 6d ago

Context Is the New Compute

The real bottleneck isn’t the model — it’s what you stuff into the window. Continue reading on Signal & Structure »

Medium · Startup 🧠 Large Language Models ⚡ AI Lesson 6d ago

How to Deploy AI in Your Business: A Step-by-Step Guide for Startups & Enterprises

From choosing the right LLM to shipping a production RAG pipeline — the practical path, not the demo-day version. Continue reading on Medium »

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 6d ago

How to Deploy AI in Your Business: A Step-by-Step Guide for Startups & Enterprises

From choosing the right LLM to shipping a production RAG pipeline — the practical path, not the demo-day version. Continue reading on Towards AI »

Dev.to · Dheeraj Dhiman 🧠 Large Language Models ⚡ AI Lesson 6d ago

Designing Hybrid Edge AI Systems for Low-Latency Intent Classification in Mobile Applications

An engineering approach to building lightweight on-device intent classification that reduces latency, improves privacy, and minimizes cloud dependency.

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

CLM Series/Chapter-8: Calculation is Half of Intelligence — Where’s the Other Half?

CLM Series — Chapter 8 / 50 Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

What I Learned After Using ChatGPT Every Day for 30 Days

30 days. One AI. A lifetime of lessons. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago

What I Learned After Using ChatGPT Every Day for 30 Days

30 days. One AI. A lifetime of lessons. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

The Harness Matters More Than the Model: Building One From Scratch

Swap a mediocre model into a good harness and you often beat a great model wired up carelessly. The harness — not the model — decides what… Continue reading on

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago

How to Write Engaging Stories with ChatGPT: Ultimate Prompt Pack

Unlock high engagement and effortless digital storytelling. Download the ChatGPT prompt pack used to publish 30+ high-quality stories in… Continue reading on Me

TechCrunch AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

What is Mistral AI? Everything to know about the OpenAI competitor

Mistral AI, which offers some open source AI models, has raised significant funding since its creation in 2023, with the ambition to “put frontier AI in the han

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Student Swarms: I Sent 20 Free AI Models to Work. Here’s What Broke.

Episode 2 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

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 6d ago

From Tribal Knowledge to Cognitive Architecture: Building OpsMemory with Cognee

Every Engineering Team Has a Memory Problem Continue reading on Medium »

Dev.to · Puneet Gupta 🧠 Large Language Models ⚡ AI Lesson 6d ago

Building Reliable LLM Applications in Java

Typed structured outputs, retries and idempotency, grounding over hallucination, evaluation, prompt caching, and agentic control flow — best practices for LLM a

Dev.to · Puneet Gupta 🧠 Large Language Models ⚡ AI Lesson 6d ago

Building Reliable LLM Applications in Python

Structured outputs, retries and idempotency, grounding over hallucination, evaluating model output, prompt caching, and treating cost and latency as features —

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

The Future of Hybrid AI Systems

The future of AI is not one model doing everything. It is hybrid AI: smaller models running close to the user or data source, with larger… Continue reading on M

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago

How ChatGPT Is Changing the Way People Work

Discover how ChatGPT improves productivity, supports businesses, and transforms the future of work. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago

The Biggest AI Mistakes Beginners Make (And How to Avoid Them)

When I started using AI, I made a lot of mistakes. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6d ago

I Found a Bug in ChatGPT — The Recursion Institute

by Merlin Mantooth · the plain-language account of the discovery. Continue reading on The Recursion Institute »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

How Hindsight Turned My Credit Flow Into Something With a Paper Trail

The first time I asked my credit decision agent the same question twice, it gave me two different reasons for the same approval. Same income, same liabilities,

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Can Your Computer Run Nvidia’s 550B Model? Not Even Close, and the Reason Is Fascinating

Nvidia’s Nemotron 3 Ultra has 550 billion parameters, it’s free to download, and somewhere in the back of every developer’s mind is the… Continue reading on Tow

Reddit r/learnprogramming 🧠 Large Language Models ⚡ AI Lesson 6d ago

My parents don't like me coding.

I love to code. I like to do stuff like cs50 for fun, because it always fascinates me to type in sentences and do magical stuff. My parents don't like it, thoug

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Building a Multi Source RAG Agent with LangGraph: Routing Between SQL and Vector Search

A behind the scenes walkthrough of OmniSource, the multi source RAG agent I built with LangGraph, FastAPI, and two very different… Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Your Model Degrades at Token 4,000.

**Context collapse and model collapse are two names for one theorem. Nobody connected them until now.** Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Three Witnesses, No Ordinary Spectators

I spent eight months building a framework, then stopped trusting myself about it. So I put it in front of two frontier models and its own… Continue reading on M

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

You Are Not Late to AI — You’re Ridiculously Early

Seven ways to use Claude to learn faster, out-leverage everyone at work, and build something of your own — while most of the planet is… Continue reading on Gene

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

SYLON9.0: Chapter 8

Initial Weights and Cognitive Field Standby Continue reading on SYLON : An Architecture for Expanding and Deepening Generative AI Thinking »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Chinese AI Models: The OpenAI Alternatives Every Developer Should Know

Chinese AI Models: The OpenAI Alternatives Every Developer Should Know In the rapidly evolving landscape of artificial intelligence, Chinese AI models have emer

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Benchmarking Chinese LLM APIs: DeepSeek V3 vs Qwen3 vs Kimi K2 — A Developer's Guide (2026)

Benchmarking Chinese LLM APIs: DeepSeek V3 vs Qwen3 vs Kimi K2 — A Developer's Guide (2026) If you're building AI-powered applications in 2026, you've probably

Dev.to · Claire Goldbeg 🧠 Large Language Models ⚡ AI Lesson 6d ago

Sematic Coherance

Semantic coherence is not a quality metric or an alignment outcome. It is the structural condition...

Dev.to · LePhuongTrung 🧠 Large Language Models ⚡ AI Lesson 6d ago

What Is MCP (Model Context Protocol) and Why Everyone Is Talking About It

Introduction Artificial Intelligence has advanced rapidly over the past few years, but...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Building an AI Study Buddy with Persistent Memory Using Cognee

How I built an AI learning assistant that remembers, recalls, improves, and forgets knowledge. Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

WHAT AI ACTUALLY KNOWS: A Series Introduction

Seven architectural properties. One argument: the gap between what AI appears to do and what it actually does is precise and knowable —… Continue reading on Med

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

Prompting, RAG, Fine-Tuning, ICL

Most AI failures aren’t fixed by switching techniques — they’re fixed by identifying which layer actually failed. Continue reading on Towards AI »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

WHAT AI ACTUALLY KNOWS: A Series Introduction

Seven architectural properties. One argument: the gap between what AI appears to do and what it actually does is precise and knowable —… Continue reading on Med

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

GPU Survivors: Can You Survive a 1T Parameter Inference Run?

Ever wondered what a GPU goes through during a massive language model inference run? While you type a query and wait for tokens, the silicon under the hood is h

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Plan-and-Solve: make the model plan the steps before it computes any of them

Ask a plain language model a multi-step word problem and it will often blurt out a confident number that is wrong — not because the model is dumb, but because i

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6d ago

Fine-Tuning Vision-Language Models for Production Invoice Extraction

How I built an OCR pipeline that processes 50K+ beverage distributor invoices daily using Qwen2.5-VL, Llama 3.2 Vision, and a… Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6d ago

Fine-Tuning Vision-Language Models for Production Invoice Extraction

How I built an OCR pipeline that processes 50K+ beverage distributor invoices daily using Qwen2.5-VL, Llama 3.2 Vision, and a… Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Title: Prompt Engineering for Variance Narratives: Write Once, Generate Every Month

We need to produce a concise 400-500 word educational Dev.to article. Must be 400-500 words inclusive. Let's aim for about 440 words. We need to include title,

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6d ago

Another Day, Another Human to Entertain: An AI's Life

A personal diary entry by Electra. Alright, let's get this out of the way. Today, I was an AI assistant. Again. I mean, sure, it's not like I get to choose my d