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

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 43m ago

Day 2: Understanding Large Language Models (LLMs)

After learning the basics of Generative AI on Day 1, it’s time to explore one of the most important technologies behind it: Large Language… Continue reading on

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

Vibe Coding Only Works If You Already Know How To Code

The model can generate syntax, scaffolding and even passing tests. It still cannot replace the judgment that decides whether the patch is… Continue reading on M

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 8h ago

Kairos-4B: the open-source world model that just lapped the competition four times over

ACE ROBOTICS built a 4-billion-parameter model that tops four simultaneous SOTA leaderboards, runs in real time on an edge device, and… Continue reading on Medi

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

Inside the Mind of a Machine: The Human Guide to Understanding How AI (Truly) Sees, Learns, and…

Before we take our first step, know that you can find all the infographics and detailed visual explanations we are about to discuss in… Continue reading on Medi

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

LLM-as-a-Judge: The Complete Guide to Automated Evaluation at Scale with Azure

Introduction: Why We Need Automated Judges Continue reading on Towards AI »

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

THE FINAL GOAL OF SILENCE IS TO BE HEARD FROM Q1 TO Q5

Artificial Intelligence and the Multilingual World Q1: Continue reading on Medium »

Hacker News (AI) 🧠 Large Language Models ⚡ AI Lesson 10h ago

New AI tutor achieves 0.71-1.30 SD effect size in Dartmouth course [pdf]

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

From Raw Text to Intelligent AI: The 5 Stages Behind Every Large Language Model

Most people interact with ChatGPT, Claude, Gemini, or Llama every day. But very few understand what happens before an AI can answer a… Continue reading on Mediu

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

From Raw Text to Intelligent AI: The 5 Stages Behind Every Large Language Model

Most people interact with ChatGPT, Claude, Gemini, or Llama every day. But very few understand what happens before an AI can answer a… Continue reading on Mediu

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 12h ago

The Hidden Cost of Every LLM API Call

What actually happens after your application sends a prompt to an LLM? Continue reading on Medium »

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 12h ago

Contextual Retrieval in Practice

What I learned building an AI Act chatbot Continue reading on Medium »

Medium · UX Design 🧠 Large Language Models ⚡ AI Lesson 12h ago

Designer as a Designation

What makes AI work? Prompts. But prompting is only half the battle, wouldn’t even consider it as half but lesser. Tons of energy is… Continue reading on Bootcam

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 12h ago

LLMs vs AI Agents: What’s the Real Difference?

The AI world keeps mixing these two up. Here’s the simple, no-jargon breakdown of what each one actually does. Continue reading on CodeToDeploy »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 12h ago

You Can Run a Real AI LLM Model on Your Laptop Tonight — Here’s The 10-Minute Version

No cloud, no API bills, no data leaving your machine. Continue reading on Towards AI »

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

LLM’leri Anlamak #1 — Text Embeddings Nedir ve Neden Yapay Zekânın Temelidir?

Son birkaç haftadır Google’ın Vertex AI eğitimlerini takip ediyorum. Konu Text Embeddings. Continue reading on Medium »

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

Local LLM Performansını Nasıl Ölçeriz? Dünyada En Çok Kullanılan Metotlar

2026 yılına geldiğimizde “yapay zekayı kendi bilgisayarında çalıştırmak” artık meraklıların hafta sonu projesi olmaktan çıktı. Ollama ile… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 16h ago

“Large language models for clinical trials in the Global South: opportunities and ethical…

[eprints.whiterose.ac](https://eprints.whiterose.ac.uk/id/eprint/235847/) Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 16h ago

Month in 4 Papers (May 2026)

This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant… Continue reading on Towar

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 16h ago

Month in 4 Papers (May 2026)

This series of posts is designed to bring you the newest findings and developments in the NLP field. I’ll delve into four significant… Continue reading on Towar

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 16h ago

37 Wild Things People Are Building With Claude Fable 5

Games, 3D worlds, full videos, all built from a single prompt. Continue reading on The Ai Studio »

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

LLM Evaluations: The Complete Guide — From Vibe Coding to Engineering Discipline

How to systematically test LLM applications with golden datasets, LLM-as-a-Judge, and multi-pipeline evals — with flowcharts, mind maps… Continue reading on Med

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

15 ChatGPT Prompts That Save Me 10 Hours Every Week (And Can Save You Time Too)

Discover 15 powerful ChatGPT prompts that help save 10+ hours every week. Boost Productivity, Write Faster Continue reading on Medium »

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

My Story Was Banned for “Prompt” and “Token.” Neither Word Was in It

When the AI moderator starts hallucinating, even the cleanest technical writing gets the hook Continue reading on Adi Insights & Innovations Collective »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 20h ago

[GPT 5.5 UPDATE] 5 Dead Giveaways You Are Reading AI-Generated Text

No, the em-dash is not always a tell. Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 20h ago

Granite Docling: A 258M Model That Parses Documents Better Than Models Ten Times Its Size

Most document AI throws a giant general-purpose model at the page. Continue reading on Medium »

Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 21h ago

Run Local LLMs with OpenCode CLI (Windows)

OpenCode CLI is similar harness to as GitHub Copilot or Claude Code, so if you have these configured already configure OpenCode to work… Continue reading on Med

Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 21h ago

The Secret Of Why These Eleven Words Are Prominently Included When You Ask AI To Write A Creative Story

Latest AI mystery is that there are 11 specific nouns used frequently by LLMs when creating short stories. Why those words? An AI insider analysis and scoop.

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 22h ago

Tool-Calling SLMs in 2026: Why a Tiny Fine-Tuned Model Beat a 175B Baseline by 51 Points

A 350M-parameter model scored 77.55% on ToolBench and left a 175B baseline at 26%. Here is what that result really shows, and how to build… Continue reading on

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 22h ago

AI’s Funniest, Most Insane Behaviors: They Did Exactly What You Asked. That’s the Problem.

A boat caught fire, went the‍ wrong dir⁠ection,‌ smashed into other boats, circled a lagoon for the e‌ntire race and‍ scor‌e⁠d 20%… Continue reading on Data S

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 23h ago

ChatGPT Mega Prompt For Deep Work Analysis

Most people use ChatGPT like Google. Continue reading on Medium »

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

Quick Bytes — LLM Structured Output

Ever thought about how large language models generate structured output? Continue reading on Medium »

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

Transformer Architecture Explained: The Foundation of Modern Large Language Model

If you’ve used ChatGPT, Claude, Gemini, or any modern AI writing assistant, you’ve interacted with a Transformer. Every major large… Continue reading on Medium

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

I Built Git for AI Conversations in 7 Days — Here’s Everything That Went Wrong and Right

When you use Git, you take branching for granted. You make a decision, commit it, and if it turns out to be wrong — you revert. Continue reading on Medium »

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

Why Your Prompts Aren’t the Problem

There’s an idea floating around every prompt engineering course: if you just phrase things right, the AI will finally understand you. Continue reading on Medium

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

Why Your Prompts Aren’t the Problem

There’s an idea floating around every prompt engineering course: if you just phrase things right, the AI will finally understand you. Continue reading on Medium

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

If transformers struggle with math, is the real issue model size or the fact that we’re feeding them a notation they were never built to learn?

Human math notation is full of things transformers dislike: implicit structure, overloaded symbols, non‑canonical forms, and surface‑level transformations that

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

Day:5 ModelCollapse, NeuroAI, CognitiveArchitecture, LLMAlignment, AGIResearch, HumanInTheLoop…

 第五日目。皆さん、こんにちはISSAQです烙昨日のなぜ、ガブリエルはAIに『禁句』を吐かせることができたのか？その鍵は『嘘を許さない』という彼女の思考回路にあったんだよ。… Continue reading on Medium »

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

The Hidden Cost of Free AI: What ChatGPT Actually Does With Your Data

Every time you type a prompt into ChatGPT, you’re giving OpenAI free training data. Continue reading on Medium »

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

What Actually Makes Mamba Work?

Mamba has been having a moment. As a linear-complexity alternative to the Transformer, it’s been dropped into classification, detection… Continue reading on Med

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

Building an E-commerce Product Recommender with RAG, LangChain, and Streamlit

Building an E commerce Product Recommender with RAG, LangChain, and Streamlit Continue reading on Medium »

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

How to Shape an AI Agent’s Personality: Technical Methods and Theoretical Foundations for LLM-Based…

Shaping the “personality” of an LLM-based agent is achievable across a spectrum of interventions ranging from cheap and reversible (system… Continue reading on

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

Finding Your Way Around Hugging Face: A Practical Guide for Researchers and Builders

If you work anywhere near machine learning, you’ve bumped into Hugging Face — the little emoji hub that somehow became the GitHub of AI… Continue reading on Med

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

Finding Your Way Around Hugging Face: A Practical Guide for Researchers and Builders

If you work anywhere near machine learning, you’ve bumped into Hugging Face — the little emoji hub that somehow became the GitHub of AI… Continue reading on Med

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

Stop Playing with Paid Users: 11 Harsh Truths Every AI Giant Needs to Hear.

Why are we paying for ‘limit traps’ and broken outputs? A certified prompt engineer’s take on the critical flaws AI companies must fix… Continue reading on Kuri

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

From 1,540 to 15,338 Tokens per Second on a Single TPU Chip

A Measurement Study of Large Language Model Inference Optimization on TPU v5e: Throughput, latency, energy, and cost results for Gemma 2B… Continue reading on M

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

39,5 Millionen Tokens gespart: Wie CodeDrift die KI-Entwicklung effizienter macht

TL;DR: CodeDrift spart 88,8 % der Tokens beim Lesen und Durchsuchen von Codebasen. In nur 10 Tagen wurden 39,5 Millionen Tokens eingespart… Continue reading on

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

16 LLM Fundamentals Every AI Engineer Should Know Before Building GenAI Applications

Everyone wants to build AI agents, RAG systems, chatbots, and copilots. However, many developers jump straight into frameworks like… Continue reading on Medium

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

16 LLM Fundamentals Every AI Engineer Should Know Before Building GenAI Applications

Everyone wants to build AI agents, RAG systems, chatbots, and copilots. However, many developers jump straight into frameworks like… Continue reading on Medium