What is Large Language Models?

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

Where can I learn Large Language Models for free?

DeepCamp offers 51,515 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

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

On-Device AI Just Got Real

Apple's newest on-device model carries about 20 billion parameters, and on any given request it fires maybe one to four billion of them. That gap — 20B stored,

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

I Tested 5 Open-Source NotebookLM Alternatives — Here's What Actually Works

Google's NotebookLM is great. But handing your research notes, PDFs, and meeting transcripts to Google's cloud is a hard sell for a lot of people — especially w

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

RAG vs. the LLM Wiki: Retrieve Every Time, or Compile Once?

Andrej Karpathy’s deceptively simple “LLM wiki” reframes what a knowledge base even is — and it might quietly change how you feed AI your… Continue reading on M

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

Kurumsal CRM Sistemlerinde LLM Entegrasyonu: Mimari Bir İnceleme

Son birkaç haftadır kurumsal CRM sistemlerine LLM entegrasyonu üzerine mimari araştırmalar yapıyorum. Continue reading on Medium »

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

The Token Generation Speed is Ramping Up

750 token/second is the new aim and why token speed will define the next era Continue reading on Coding Nexus »

Interconnects 🧠 Large Language Models ⚡ AI Lesson 1w ago

Latest open artifacts (#22): Zyphra, Cohere, and Poolside are expanding the breadth of the ecosystem

An assessment of the open ecosystem and the motivations behind releasing models

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

I Spent 30 Days Forcing ChatGPT to Handle My Client Work (Here’s What It Actually Made Me

About eight months ago, I hit a wall. Hard. I was staring at a glowing screen at 2:14 AM, surrounded by half-empty coffee cups, trying to… Continue reading on M

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Artificial Personhood: What It Is and Why AI Status Is Not Only a Legal Question

AI personhood is not the same as Artificial Sapiens. The real question is not whether AI should become a legal person, but how Artificial… Continue reading on M

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago

# Building a Closed-Loop Multi-Agent Resume Optimization Engine with Cascadeflow and Hindsight

Most AI-powered resume builders are fundamentally passive. You upload a flat PDF, type in a job description, and the LLM spits out some… Continue reading on Med

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

I Built a RAG Pipeline From Scratch — Here’s Everything I Learned (and the Bug That Taught Me the…

I spent two sessions building a Retrieval-Augmented Generation (RAG) pipeline from zero to a working FastAPI server. No tutorials. Just… Continue reading on Med

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago

I Built a RAG Pipeline From Scratch — Here’s Everything I Learned (and the Bug That Taught Me the…

I spent two sessions building a Retrieval-Augmented Generation (RAG) pipeline from zero to a working FastAPI server. No tutorials. Just… Continue reading on Med

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

I Built a RAG Pipeline From Scratch — Here’s Everything I Learned (and the Bug That Taught Me the…

I spent two sessions building a Retrieval-Augmented Generation (RAG) pipeline from zero to a working FastAPI server. No tutorials. Just… Continue reading on Med

Reddit r/MachineLearning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Evaluating long-term memory limits in stateless LLM chatbots — feedback needed [D]

Hi all, I’m working on a research project exploring how stateless LLM-based chatbots handle long conversations and whether important earlier information is stil

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

Prompt Injection for Account Deletion (PortSwigger Lab)

This might be different from my usual style of posting, as I am absolutely fascinated by trying this prompt injection lab on an LLM model… Continue reading on M

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

ChatGPT for academic writing — what works, what doesn’t

I am a published AI researcher. I know exactly how these models work. Here is my completely honest breakdown of where ChatGPT helps and… Continue reading on Med

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

Not Only Text: Can AI Think Like Einstein Through Visual Thought Experiments?

An analysis of “Einstein World Models” and the push to teach Large Language Models the art of visual, counterfactual reasoning. Continue reading on Medium »

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

LoRA and QLoRA Explained from Scratch: The Intuition Every AI Engineer Should Know

If you’ve been learning about Large Language Models (LLMs), you’ve probably come across terms like LoRA, QLoRA, and PEFT… Continue reading on Medium »

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

LoRA and QLoRA Explained from Scratch: The Intuition Every AI Engineer Should Know

If you’ve been learning about Large Language Models (LLMs), you’ve probably come across terms like LoRA, QLoRA, and PEFT… Continue reading on Medium »

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

LoRA and QLoRA Explained from Scratch: The Intuition Every AI Engineer Should Know

If you’ve been learning about Large Language Models (LLMs), you’ve probably come across terms like LoRA, QLoRA, and PEFT… Continue reading on Medium »

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

Chai, Code, and Vectors: Understanding Embeddings and Document Readers from Scratch!

Hey everyone! Grab a hot cup of cutting chai, open up your laptops, and let’s talk about something absolutely mind-blowing. Continue reading on Medium »

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

Transformer Positional Encoding

How frequencies create unique position vectors,, in Transformer.. submitted by /u/Ok_Pudding50 [link] [comments]

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

Encoder vs Decoder: Why BERT and GPT Work Differently — Part 22

After learning about Transformers, Self-Attention, and Positional Encoding, I kept seeing two words everywhere: Encoder and Decoder. At… Continue reading on Med

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

Beyond Naïve RAG: The Evolution of Retrieval-Augmented Generation from Simple Search to Autonomous…

“Why did my AI confidently give me the wrong answer, even though the correct document was sitting in the database?” Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

I Made Claude Cowork Smarter by Connecting It to NotebookLM (No Claude Code or Terminal Required)

Do more with Cowork by connecting it to NotebookLM (+3 new use cases) Continue reading on Artificial Corner »

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

I Made Claude Cowork Smarter by Connecting It to NotebookLM (No Claude Code or Terminal Required)

Do more with Cowork by connecting it to NotebookLM (+3 new use cases) Continue reading on Artificial Corner »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1w ago

Hypothetically speaking...

Would it not be possible to create crowd sourced, truly open sourced distilled LLMs with a simple wrapper around command line based AI services that exist today

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

RAG vs Graph RAG vs Agentic RAG

The goal is to build the simplest system that answers correctly, reliably, and economically. Continue reading on Medium »

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

RAG vs Graph RAG vs Agentic RAG

The goal is to build the simplest system that answers correctly, reliably, and economically. Continue reading on Medium »

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

RAG vs Graph RAG vs Agentic RAG

The goal is to build the simplest system that answers correctly, reliably, and economically. Continue reading on Medium »

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 1w ago

What AI capability do you think is still surprisingly underdeveloped?

We've seen huge progress in coding assistants, image generation, reasoning, and voice AI over the last few years. But what's one capability that you expected AI

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

When all recommending Claude then this “Sakana AI” Happened.

A Tokyo startup just matched Anthropic’s best models without ever touching them. I’m still sitting with that. Continue reading on Everyday AI »

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

The Mechanical Turk of Modern AI: How Reinforcement Learning from Human Feedback (RLHF) Actually…

You type a prompt into ChatGPT. It responds with a thoughtful, measured, and remarkably polite answer. It does not get angry. It does not… Continue reading on M

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

Why can’t we make our own Claude/Gemini from Scratch?

I recently started enjoying reading ML-related news, research papers, and seeing all these powerful pieces of hardware by NVIDIA, IBM, and… Continue reading on

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 1w ago

Which model is the most worthy of the big names?

Hi all! I'm a little bit confused by all the benchmark results, the cheatings and whatnot, so I was wondering about which model do you guys think is the best on

Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 1w ago

Building a Production-Ready LLMOps Platform: From Concept to Reality

Over the past few weeks, I’ve been exploring how organizations can adopt Large Language Models (LLMs) at scale without compromising on… Continue reading on Medi

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

Intelligence as Geometry: Finding the Space Where Thinking Becomes Simple

Over the past few years, artificial intelligence has developed mainly through a combination of linear algebra, statistics, optimization… Continue reading on Med

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

10 ChatGPT Prompts I Use Every Day as an AI Engineer

These aren’t generic prompts. They’re the ones that actually changed how I work Continue reading on Medium »

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

Server Sent Events powering GenAI

The 20-Year-Old Web Standard Powering the GenAI Revolution! 隣 The AI revolution did not need a new protocol. It just needed an old one… Continue reading on Medi

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Cutting LLM Costs 40x Without Killing My p99 Latency

Cutting LLM Costs 40x Without Killing My p99 Latency I'll be honest — when I first saw the bill for our OpenAI usage last quarter, I almost choked on my coffee.

Reddit r/learnprogramming 🧠 Large Language Models ⚡ AI Lesson 1w ago

How has AI changed how you do Data science tasks?

I sometimes write Python scripts to parse/scrape HTML. eg: Tally up data and create a frequency hash table of results. Like using BS4 to extract data and then t

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

A Natural Language Search Engine Over S3 Documents

I Built a Natural Language Search Engine Over S3 Documents as a Learning Project — Here’s Everything I Learned Continue reading on Medium »

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

LLM Agents, The Way Nobody Told You — Part 3: What Even is a Tool?

This is Part 3 of the series “LLM Agents, The Way Nobody Told You.” ◀ Part 2: Single Shot Prompting Continue reading on Medium »

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

When a Graph Learned to Think: Building an End-to-End GraphRAG Application with Neo4j

How combining knowledge graphs, vector search, and large language models changed the way we build AI applications Continue reading on Medium »

Dev.to · Sumaira Tabassum 🧠 Large Language Models ⚡ AI Lesson 1w ago

ChatGPT vs Gemini vs Claude: Which AI Assistant Is Actually Worth Paying For?

After months of daily use, here's what surprised me most. A few months ago, I found myself paying...

Reddit r/MachineLearning 🧠 Large Language Models ⚡ AI Lesson 1w ago

I shrank a transformer until every number fitted on the screen and made the weights editable [R]

I've been teaching myself how LLMs actually work, not at the API level, but down to the matrix multiplications. To force myself to really understand the forward

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

I Thought Prompt Engineering Was About Asking Better Questions. I Was Completely Wrong.

Everyone using any LLMs on day to day to basis are negotiator and every time you’re providing prompts to any LLMs, you’re negotiating with… Continue reading on

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

What Is ChatGPT? A Simple Guide for Beginners

Freshness note: Updated for 2026, when ChatGPT is no longer just a chatbot for simple questions but a practical AI assistant for writing… Continue reading on Me

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

LLM Quantization Under the Hood: Fitting LLaMA 3.1

A senior systems perspective on squeezing 16GB models into 5GB of VRAM without breaking accuracy. Continue reading on Medium »