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

Can AI Be Truly Creative Without Being Conscious?

When Machines Paint, Write, and Compose — Who Is Really Creating? Continue reading on Medium »

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

Are LLMs Really the Future? How Large Language Models Are Transforming Industries

From writing code to diagnosing diseases, Large Language Models (LLMs) are redefining what’s possible. But are they truly the future, or… Continue reading on Me

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

Beyond Words: From Commands to Conversations!

“Can you explain this to me like I am a 5th grade student?” Continue reading on Medium »

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

Your Brain vs. The Algorithm: Can AI Really Detect Fake News?

Every day, millions of people scroll through headlines without questioning whether they’re true. Continue reading on Medium »

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

Lecun Versus the LLMs

(A Dialogue about AI and Yann Lecun’s Alternative Research Program) Continue reading on Medium »

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

LangGraph: Building Intelligent AI Workflows That Actually Make Sense

Remember when chatbots could only do one thing at a time? You’d ask them a question, they’d search the internet, and then… nothing. No… Continue reading on Medi

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

NotebookLM Mastery: Why One Protocol Is Not Enough

TL;DR: This is not a piece about one more clever prompt. The eighteenth protocol has just been released — and the real value lies not in… Continue reading on Me

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

Memory Proportional Progressive Precision: A New Approach to the LLM Inference Memory Wall

How to serve more LLM and agent requests on the same hardware without sacrificing quality. Continue reading on Medium »

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

Memory Proportional Progressive Precision: A New Approach to the LLM Inference Memory Wall

How to serve more LLM and agent requests on the same hardware without sacrificing quality. Continue reading on Medium »

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

La tua azienda esiste già nell’intelligenza artificiale.

Immagina questa scena. Un CEO apre ChatGPT, digita il nome della sua azienda e aspetta. La risposta arriva in pochi secondi: sintetica… Continue reading on Medi

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

Demystifying the “Agent Harness”: Why an LLM is Just a Brain Without a Body

Demystifying the “Agent Harness”: Why an LLM is Just a Brain Without a Body Continue reading on Medium »

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

Anthropic Has Just Restored Access to Fable 5

5 Must Try Use Cases Before July 7 Continue reading on No Time »

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

AI Can Be Smart, But Can It Be Wrong?

When Confidence Isn't the Same as Truth. Continue reading on Medium »

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

I Took 20+ Free Claude Courses. These Are the Best

Tested & sorted. From beginner to pro Continue reading on Artificial Corner »

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

From Idea to Intelligence: The Evolution of Artificial Intelligence and How It Changed Everything

When I first started exploring artificial intelligence, I thought it was a modern breakthrough-something born out of recent technological… Continue reading on M

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

MCP Just Deleted the Session ID. That Is the Smartest Thing It Has Done.

On May 21, 2026, the maintainers of the Model Context Protocol locked the release candidate for the next spec, dated 2026-07-28. It is the… Continue reading on

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

Manual Tool Calling in LangGraph, with Pydantic Doing the Deciding

The prebuilt ReAct agent in LangGraph is convenient right up until you need to know why it picked a tool, or you need a router that isn’t… Continue reading on M

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

The Diffusion LLM That Runs 2.42× Faster Without Re-Pretraining — and Its One Real Catch

Do diffusion language models sacrifice quality for speed? NVIDIA’s July 2 release cut the tax to 1.3 points on average — but code and math… Continue reading on

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

The Diffusion LLM That Runs 2.42× Faster Without Re-Pretraining — and Its One Real Catch

Do diffusion language models sacrifice quality for speed? NVIDIA’s July 2 release cut the tax to 1.3 points on average — but code and math… Continue reading on

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

Building BASA: A Modern Indonesian NLP Library for the LLM Era

Why I started building BASA, the challenges of Indonesian NLP tooling, and the design principles behind a library built for modern AI… Continue reading on Mediu

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

Building BASA: A Modern Indonesian NLP Library for the LLM Era

Why I started building BASA, the challenges of Indonesian NLP tooling, and the design principles behind a library built for modern AI… Continue reading on Mediu

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

10 Ways ChatGPT Can Save You 1 Hour Every Day

Introduction Time is something most of us struggle with. Whether you’re a student, working professional, or someone trying to learn new… Continue reading on Med

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

Can a Local LLM Run My AI Assistant?

I replayed 27 real production tasks through qwen3-coder:30b on my home RTX 3090 to see if a self-hosted model could replace Claude as the… Continue reading on M

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

Claude Didn’t Become a Document Management System. It Finally Got Connected to One.

AI models are brilliant at reasoning, but they’ve always been locked out of the enterprise storage layer. A new architectural shift is… Continue reading on Medi

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

10 AI Prompts That Every Professional Should Know

Artificial Intelligence is becoming an essential workplace tool, but the quality of the results you get depends largely on the quality of… Continue reading on M

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

DPO vs SFT vs RLHF: Which Training Method Does Your Model Actually Need?

Everyone’s fine-tuning. Nobody agrees on how. Here’s the honest breakdown of three methods, when each one earns its complexity, and why… Continue reading on Tow

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

MyClaw AI Isn’t Another Chatbot — It’s an AI Employee That Actually Gets Work Done

Most AI tools begin the exact same way. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

RAG in Practice: From Text Search to Vector Databases

I’ve been working through the LLM Zoomcamp by DataTalksClub, and two modules in, the core ideas are clicking into place. Here’s is what I… Continue reading on M

Hacker News 🧠 Large Language Models ⚡ AI Lesson 3d ago

AI is 'not smart' so what's next in artificial intelligence?

Article URL: https://www.bbc.com/news/articles/cj6gr0xkyr3o Comments URL: https://news.ycombinator.com/item?id=48769696 Points: 3 # Comments: 0

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

Outpost: Routing Agent Turns to a Local Model, with Frontier Escalation

We built a proxy that sits between an AI agent and its LLM provider. A small local model answers what it can; anything it can’t gets… Continue reading on Medium

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

Outpost: Routing Agent Turns to a Local Model, with Frontier Escalation

We built a proxy that sits between an AI agent and its LLM provider. A small local model answers what it can; anything it can’t gets… Continue reading on Medium

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

Enterprise LLM Gateway: Route, govern, and secure your AI traffic

Your company uses six different AI providers. OpenAI for ChatGPT, Anthropic for Claude and Groq for speed critical inference. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Beyond Chatbots:

How LLMs Are Quietly Transforming Everyday Business Workflows Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago

Beyond Chatbots:

How LLMs Are Quietly Transforming Everyday Business Workflows Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

The Best AI Prompt Isn’t the Longest One — It’s the Clearest

I spent months writing massive prompts for AI. Then one simple change gave me better answers in less time. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

The Answer Machine: How AI Replacing Search is Also Replacing You

The search bar, as you know it, is dead, or at least the version of it that required you to think. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

Context as inference-time lever

The failure almost always looks like a model problem: the output was wrong, the reasoning was shallow, the agent looped, and the natural… Continue reading on Me

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

I Tried ChatGPT Free vs Plus for 30 Days — Here’s What I Actually Noticed

I’ve been skeptical of subscription AI tools. Everyone hyped ChatGPT Plus like it was a miracle. So I decided to test both versions… Continue reading on Medium

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago

6 Ways You’re Prompting Claude Fable 5 Wrong

You upgraded to the smartest model and your best prompts stopped landing. Six habits that fix it. Continue reading on Data Science Collective »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Cómo hacer que un LLM diminuto funcione bien: seis palancas medidas en mi portátil (sin GPU)

Todo el mundo repite lo mismo: para que un modelo de lenguaje funcione, necesitas escala. Más parámetros, más datos, más GPUs. Y es verdad… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

Routing Across Multiple LLM Providers: How an AI Gateway Works

Every team that runs LLMs in production eventually hits the same wall. The provider goes down, throttles you, slows to a crawl, or raises… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

Building a Vector Search Assistant: What I Learned from Module 2

When I first started learning about Retrieval-Augmented Generation, search felt like the simple part. You ask a question, look up the… Continue reading on Mediu

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

External Self-Care for LLMs: When the Model Keeps Answering Overloaded

Large prompts create measurable Mental Load — the model can’t tell. Why external Self-Care is a structural obligation. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

The Illusion of Knowing:

When AI Explains More Than It Knows Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Codebase Memory MCP Cures the 412k Token Tax Dragging Down AI Agents

Vector RAG burns massive context on blind file searches — here is how deterministic knowledge graphs traverse codebases for 99% less. Continue reading on Medium

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3d ago

Your AI Is Forgetting Things On Purpose — And That’s Kind of Genius

The hidden math trick that could make ChatGPT-style AI 10x cheaper to run, explained like you’re hearing about it over coffee Continue reading on Stackademic »

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

Demystifying Large Language Models: A Comprehensive Guide to Artificial Comprehension and Content…

I still remember the first time I used ChatGPT. I stared at my screen, typed a random prompt, and watched as it spat out a perfect… Continue reading on Medium »

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

Your Claude Prompts Are Broken and You Don’t Know It Yet.

How Claude Fable 5 quietly broke every prompting trick you thought you knew Continue reading on Medium »