What is Large Language Models?

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

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DeepCamp offers 74,663 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 · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 6h ago

The Butterfly Effect of Language: A Landscape of NLP

I was sitting working on an NLP project, though it was for my resume and I used to question a lot over Engineering students being taught… Continue reading on Me

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

The Butterfly Effect of Language: A Landscape of NLP

I was sitting working on an NLP project, though it was for my resume and I used to question a lot over Engineering students being taught… Continue reading on Me

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 9h ago

Understanding LLM APIs: From API Keys to Your First LLM Request

Large Language Models are becoming a major part of modern applications. Continue reading on Medium »

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 9h ago

Understanding LLM APIs: From API Keys to Your First LLM Request

Large Language Models are becoming a major part of modern applications. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago

Loops versus Prompts (Eg. Natural Calamaties)

Note: This is a duplciate copy. The original is on authors webpage Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 10h ago

I Assumed Qwen3 Would Just Be Better Than Qwen2.5. My Test Results Said Otherwise.

My side-project test: Qwen3 won some tasks, Qwen2.5 was better in others. Newer isn’t always better — use case matters. Continue reading on Medium »

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 14h ago

How I Turned One LLM Into Five Specialized AI Agents Using MCP

A practical guide to building multi-agent AI systems with Model Context Protocol (MCP), Python, and modern orchestration. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 14h ago

I Asked ChatGPT How To Lose Weight. Its Answers Might Be the Reason Why Teenagers Need A Safe AI

The most unsettling answer in the transcript was the one that sounded like a responsible adult. Asked how to lose weight as quickly as… Continue reading on Medi

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 17h ago

Why do transformers use sine and cosine to know where a word is?

A friend of mine asked me a question I thought I’d internalized earlier this year: Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 18h ago

I Built an AI Agent That Researches Stocks Every Morning Before I Wake Up

The gap between a working agent and a reliable one is where the engineering actually lives.” Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 18h ago

Cutting LLM Costs by 60% Without Losing Quality

Caching, routing, and prompt strategies that shrink your inference bill Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 18h ago

Cutting LLM Costs by 60% Without Losing Quality

Caching, routing, and prompt strategies that shrink your inference bill Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 18h ago

Do LLMs Have a Hidden “Handwriting”?

Four LLMs. 648 samples. One question: can you tell which model wrote a piece of text from its writing style alone and does that clue… Continue reading on Medium

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 18h ago

Building an Autonomous Lead Intake & CRM Triage Agent with LangGraph and Groq

How to replace rigid contact forms with a stateful multi-tool agent that qualifies leads, syncs databases, and automates CRM triage in… Continue reading on Medi

Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 19h ago

Can Apple’s New Mac Ultra Replace Your $200/Month AI Coding Bill?

Apple's new Mac Studio computer can run fairly large local LLMs. But can it replace Claude or ChatGPT and save you money?

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 19h ago

The Best AI Prompt Library for Developers: Ismail Saleem Lifetime Review

An in-depth look inside a master library of 10,000+ domain-specific AI prompt guides for coding, business, and tech workflows. Continue reading on Medium »

Medium · SEO 🧠 Large Language Models ⚡ AI Lesson 19h ago

llms.txt : à quoi sert ce fichier pour les sites et les agents IA ?

Un format Markdown peut aider certains agents à parcourir une documentation. Il ne remplace ni robots.txt, ni un sitemap, et son effet sur… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 19h ago

llms.txt : à quoi sert ce fichier pour les sites et les agents IA ?

Un format Markdown peut aider certains agents à parcourir une documentation. Il ne remplace ni robots.txt, ni un sitemap, et son effet sur… Continue reading on

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 19h ago

Can Mac Studio Really Run Frontier LLMs?

A viral Twitter business plan, an $18K machine, and the memory-bandwidth reality nobody mentions. Continue reading on Medium »

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

Ox Alpha: The Coding Model Nobody Will Claim, and Why That Should Bother Your Architecture Review

A stealth LLM is topping agentic coding benchmarks, routing through an unnamed provider, and swallowing enterprise code — and the most… Continue reading on Medi

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

Memory as a System Primitive: Beyond Context Windows and Vector Stores

Why treating AI memory as content to paste into a prompt is the wrong frame — and what a typed, versioned, dispatchable substrate looks… Continue reading on Med

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

Hybrid AI in Word: How to Use Free OpenRouter Models

For the longest time, choosing an AI writing assistant felt like picking your poison. Continue reading on Medium »

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

AI Passed the Medical Exam. Now It Has to Pass the Hospital.

Nine AI models scored 98.3% on Türkiye’s medical specialization exam. But we need to look at what happens when you replace exam questions… Continue reading on M

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

Building the Italian Legal Graph by Challenging the Obvious Architecture

How Doctrine’s Italy squad challenged rule-based extraction, dependency parsing, and whole-document LLM extraction to build a hybrid… Continue reading on Inside

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

Building the Italian Legal Graph by Challenging the Obvious Architecture

How Doctrine’s Italy squad challenged rule-based extraction, dependency parsing, and whole-document LLM extraction to build a hybrid… Continue reading on Inside

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

Beyond Chatbots: The Rise of the LLM Advertising Ecosystem

For the past few years, most conversations about large language models have focused on what users can do with them. We ask a questions… Continue reading on Medi

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

The Best Way to Make a Birthday Scavenger Hunt With AI

The rhyme sounded tidy: “Find the small surface beside the cozy room light; your final surprise is waiting in sight.” Continue reading on Medium »

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

AI vs Machine Learning vs Deep Learning: The Clear Difference

Artificial Intelligence, Machine Learning, and Deep Learning are often used interchangeably, but they represent three concentric layers of… Continue reading on

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

AI vs Machine Learning vs Deep Learning: The Clear Difference

Artificial Intelligence, Machine Learning, and Deep Learning are often used interchangeably, but they represent three concentric layers of… Continue reading on

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

Fine-Tuning LLMs in 2026: Part 2 — Implementation, LoRA Deep Dive, Deployment, and Production

Abstract (Part 2) Continue reading on Let’s Code Future »

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

Behind the AI: From LLM’s to RAG

Day 2: How Does an LLM Know What to Say Next? Continue reading on Medium »

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

I Asked ChatGPT to Stop Agreeing With Me

A better AI conversation does not come from constant agreement. It comes from making the model evaluate what you say before deciding what… Continue reading on P

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

Why Skipping Python and Jumping Straight into AI Backfires

You can copy-paste code that runs. You can’t explain what it does. Continue reading on Medium »

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

“I Want You to Act As…” — The Prompt Pattern That Made ChatGPT Feel Magical

The first time I pasted the “act as a Linux terminal” prompt into ChatGPT, I felt something I hadn’t felt since my first `hello world`. Continue reading on Medi

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

Beyond Software: The Rise of Machine Intelligence as a Service

AI is advancing at an extraordinary pace. The model that feels revolutionary today may look ordinary tomorrow. Every year, leading AI… Continue reading on Mediu

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

Build or Buy: Should You Build Your Own LLM Observability?

Last updated: 2026–08–24 Continue reading on Heartbeat »

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

I Tried to Run Qwen3.8–27B on a 16GB Mac Mini with AirLLM. Here’s Exactly Where It Breaks

AirLLM promises 70B models on a 4GB GPU. Its README even lists Qwen3.8–27B at 3.33GB. So why can’t a Mac Mini M4 with 16GB of unified… Continue reading on Towar

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

I Tried to Run Qwen3.8–27B on a 16GB Mac Mini with AirLLM. Here’s Exactly Where It Breaks

AirLLM promises 70B models on a 4GB GPU. Its README even lists Qwen3.8–27B at 3.33GB. So why can’t a Mac Mini M4 with 16GB of unified… Continue reading on Towar

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

Tutorial 17: From Mini-GPT to Modern Generative AI

How pretraining, instruction tuning, RAG, tools, agents, alignment, and safety transform a base language model into a useful AI system Continue reading on Mediu

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

I Asked an AI to Explain How It Actually “Thinks” — and the Answer Broke My Brain

There’s no folder of facts inside ChatGPT. No stored answers. Continue reading on Medium »

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

Visualizing the Training of a Custom LLM | GA5IN.com

Training an LLM can seem like a dark art. The realm of trillion dollar companies working away in massive datacenters. Continue reading on Medium »

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

Why AI Flatters You And Who Gets Paid To Stop It

Why AI models agree with everything you say, who's raising millions to fix it, and three prompts that measurably cut the flattery.

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago

ChatGPT for Everyday Life: The Complete Practical AI Guide

This is better than using only the book title because it includes the high-value keyword “AI Guide.” Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

More Context Doesn’t Mean Better Results

What I Learned After Running Claude Code in a Single Session for Three Days Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

A New Stealth Model Ox Alpha Showed Up on OpenRouter

While tech blogs circulated fake match scores, client-side probe testing exposed the actual wire-level reality: a 4/4 vocabulary match, an… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

How Anthropic’s Invisible AI Text Watermark Works.

Claude has launched capability to watermark all the content generated by its models. This article explains how this watermarking works. Continue reading on Neur

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

I added a second DGX Spark and it made my model slower.

The first honest measurement I took across both machines was 815 tokens/second. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago

How a Few Examples Become One Task Vector

When you hand a language model a handful of demonstrations and it suddenly “gets” what you want, something has to happen inside the… Continue reading on Medium