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Whitepaper

Llama 2: Open Foundation and Fine-Tuned Chat Models

Touvron et al.

Open resource
Whitepaper

PaLM: Scaling Language Modeling with Pathways

Chowdhery et al.

Open resource
Whitepaper

Toolformer: Language Models Can Teach Themselves

Schick et al.

Open resource
Whitepaper

ReAct: Synergizing Reasoning and Acting

Yao et al.

Open resource
Whitepaper

Chain-of-Thought Prompting Elicits Reasoning

Wei et al.

Open resource
Whitepaper

Training language models to follow instructions with human feedback

Ouyang et al.

Open resource
Whitepaper

Retrieval-Augmented Generation for Knowledge-Intensive NLP

Lewis et al.

Open resource
Whitepaper

Language Models are Few-Shot Learners (GPT-3)

Brown et al.

Open resource
Whitepaper

BERT: Pre-training of Deep Bidirectional Transformers

Devlin et al.

Open resource
Whitepaper

Training Compute-Optimal Large Language Models

Hoffmann et al.

Open resource
Article

Machine Learning Interviews

Ali Rezadirad

Open resource
Article

How to Become a Machine Learning Engineer

IEEE BLP

Open resource
Article

RAG Evaluation Basics

Ragas

Open resource
Article

Google Gemini Announcement

Google

Open resource
Article

Announcing Mistral 7B

Mistral

Open resource
Article

Introducing Llama 2

Meta AI

Open resource
Article

Introducing Amazon Bedrock

AWS

Open resource
Article

Introducing Claude

Anthropic

Open resource
Article

Introducing GPT-4

OpenAI

Open resource
Article

The NLP Course is becoming the LLM Course

Hugging Face

Open resource
Article

Transformers: The Model Behind the Revolution

Hugging Face

Open resource
Article

Function calling and other API updates

OpenAI

Open resource
Article

The Illustrated GPT-2

Jay Alammar

Open resource
Article

Introducing text and code embeddings

OpenAI

Open resource
Article

What is Retrieval-Augmented Generation (RAG)?

Cohere

Open resource
Video

Google ML Crash Course Overview

Google Developers

Open resource
Video

Hugging Face Course Intro

Hugging Face

Open resource
Video

Stanford CS224N Lecture Playlist

Stanford

Open resource
Video

Stanford CS230 Lecture Playlist

Stanford

Open resource
Video

Stanford CS231n Lecture Playlist

Stanford

Open resource
Video

Stanford CS230 Lecture 1

Stanford Online

Open resource
Video

MIT 6.S191 Lecture 1 (2025)

MIT DeepLearning

Open resource
Video

Let’s build GPT from scratch

Andrej Karpathy

Open resource
Video

OpenAI DevDay: Opening Keynote

OpenAI

Open resource
Open Source

Chroma

Chroma

Open resource
Open Source

Milvus

Milvus

Open resource
Open Source

Weaviate

Weaviate

Open resource
Open Source

Qdrant

Qdrant

Open resource
Open Source

Whisper

OpenAI

Open resource
Open Source

Instructor

Instructor

Open resource
Open Source

Guidance

Microsoft

Open resource
Open Source

LiteLLM

BerriAI

Open resource
Open Source

CrewAI

CrewAI

Open resource
Open Source

AutoGen

Microsoft

Open resource
Open Source

DSPy

Stanford NLP

Open resource
Open Source

Ragas

Ragas

Open resource
Open Source

LM Evaluation Harness

EleutherAI

Open resource
Open Source

OpenAI Evals

OpenAI

Open resource
Open Source

Text Generation Inference

Hugging Face

Open resource
Open Source

llama.cpp

ggerganov

Open resource
Open Source

vLLM

vLLM

Open resource
Open Source

Haystack

deepset

Open resource
Open Source

LangGraph

LangChain

Open resource
Open Source

LlamaIndex

LlamaIndex

Open resource
Open Source

LangChain

LangChain

Open resource
Tutorial

OpenAI Guide: Function Calling

OpenAI

Open resource
Tutorial

vLLM Documentation

vLLM

Open resource
Tutorial

NVIDIA NeMo Documentation

NVIDIA

Open resource
Tutorial

Gemini API Quickstart

Google

Open resource
Tutorial

PyTorch Tutorials

PyTorch

Open resource
Tutorial

Datasets Documentation

Hugging Face

Open resource
Tutorial

Transformers Documentation

Hugging Face

Open resource
Tutorial

Haystack Documentation

deepset

Open resource
Tutorial

LangGraph Documentation

LangChain

Open resource
Tutorial

LangChain Documentation

LangChain

Open resource
Tutorial

LlamaIndex Documentation

LlamaIndex

Open resource
Tutorial

Chroma Documentation

Chroma

Open resource
Tutorial

Milvus Documentation

Milvus

Open resource
Tutorial

Qdrant Documentation

Qdrant

Open resource
Tutorial

Weaviate Documentation

Weaviate

Open resource
Tutorial

Anthropic Prompt Engineering Guide

Anthropic

Open resource
Tutorial

Cohere Documentation

Cohere

Open resource
Tutorial

Mistral AI Documentation

Mistral

Open resource
Tutorial

Azure OpenAI Documentation

Microsoft

Open resource
Tutorial

Amazon Bedrock Documentation

AWS

Open resource
Tutorial

Vertex AI Generative AI Docs

Google Cloud

Open resource
Tutorial

Google AI Studio Docs

Google

Open resource
Tutorial

Anthropic Documentation

Anthropic

Open resource
Tutorial

OpenAI Cookbook

OpenAI

Open resource
Tutorial

OpenAI API Documentation

OpenAI

Open resource
Course

CS50's Introduction to AI with Python

Harvard CS50

Open resource
Course

Kaggle Natural Language Processing

Kaggle

Open resource
Course

Kaggle Intro to Machine Learning

Kaggle

Open resource
Course

LLM Bootcamp - The Full Stack

Full Stack Deep Learning

Open resource
Course

Hugging Face LLM Course

Hugging Face

Open resource
Course

CS324: Large Language Models

Stanford

Open resource
Course

MITx 6.036: Introduction to Machine Learning

MIT Open Learning

Open resource
Course

CS231N: Convolutional Neural Networks for Visual Recognition

Stanford

Open resource
Course

CS224N: Natural Language Processing with Deep Learning

Stanford

Open resource
Course

CS230: Deep Learning

Stanford

Open resource
Course

CS229: Machine Learning

Stanford

Open resource
Course

Practical Deep Learning for Coders

fast.ai

Open resource
Course

Automated Testing for LLMOps

DeepLearning.AI

Open resource
Course

Building Systems with the ChatGPT API

DeepLearning.AI

Open resource
Course

Finetuning Large Language Models

DeepLearning.AI

Open resource
Course

LLMOps

DeepLearning.AI

Open resource
Course

Generative AI for Everyone

DeepLearning.AI

Open resource
Course

Building and Evaluating Advanced RAG Applications

DeepLearning.AI

Open resource
Course

LangChain for LLM Application Development

DeepLearning.AI

Open resource
Course

Generative AI with Large Language Models

DeepLearning.AI

Open resource
Tutorial

Streamlit for ML Applications

Streamlit

Open resource
Tutorial

Gradio - Build ML Demos Quickly

Gradio

Open resource
Tutorial

Pinecone Vector Database Guide

Pinecone

Open resource
Tutorial

Building RAG Systems - Complete Guide

Pinecone

Open resource
Article

Papers with Code - Latest AI Research

Papers with Code

Open resource
Video

Two Minute Papers - AI Research Explained

Two Minute Papers

Open resource
Article

MIT AI Research Publications

MIT CSAIL

Open resource
Article

Stanford AI Lab Research Papers

Stanford AI Lab

Open resource
Article

AI Alignment: Why It's Hard

Alignment Forum

Open resource
Article

Bias in Machine Learning Systems

Google

Open resource
Article

Microsoft Responsible AI Principles

Microsoft

Open resource
Course

Practical AI Ethics by Fast.ai

Fast.ai

Open resource
Article

Model Monitoring and Observability

Evidently AI

Open resource
Tutorial

Docker for Machine Learning

Docker

Open resource
Course

Full Stack Deep Learning

FSDL

Open resource
Tutorial

FastAPI for ML Model Deployment

FastAPI

Open resource
Article

MLOps Principles and Best Practices

ML-Ops Community

Open resource
Article

AI Safety and Alignment

Center for AI Safety

Open resource
Tutorial

Building AI Agents with LangChain

LangChain

Open resource
Course

Introduction to Reinforcement Learning

DeepMind

Open resource
Course

Spinning Up in Deep RL by OpenAI

OpenAI

Open resource
Tutorial

Ollama - Run LLMs Locally

Ollama

Open resource
Tutorial

GitHub Copilot for AI Development

GitHub

Open resource
Tutorial

Jupyter Notebooks for Data Science

Project Jupyter

Open resource
Tutorial

Weights & Biases - ML Experiment Tracking

Weights & Biases

Open resource
Tutorial

LangChain for LLM Applications

LangChain

Open resource
Tutorial

Hugging Face Transformers Library

Hugging Face

Open resource
Course

TensorFlow 2.0 Complete Guide

TensorFlow

Open resource
Course

PyTorch for Deep Learning - Full Course

Learn PyTorch

Open resource
Tutorial

ChatGPT API for Developers

OpenAI

Open resource
Tutorial

Stable Diffusion - Text-to-Image Generation

AUTOMATIC1111

Open resource
Tutorial

OpenCV Python Tutorial for Beginners

OpenCV

Open resource
Article

Image Segmentation with Deep Learning

TensorFlow

Open resource
Tutorial

YOLO Object Detection - Complete Guide

Ultralytics

Open resource
Tutorial

PyImageSearch Computer Vision Tutorials

PyImageSearch

Open resource
Course

Stanford CS231n: CNNs for Visual Recognition

Stanford University

Open resource
Tutorial

Fine-Tuning Large Language Models

Hugging Face

Open resource
Whitepaper

GPT-4 Technical Report

OpenAI

Open resource
Whitepaper

Attention Is All You Need - Original Paper

Vaswani et al.

Open resource
Tutorial

Building with LangChain - Complete Guide

LangChain

Open resource
Course

ChatGPT Prompt Engineering for Developers

OpenAI & DeepLearning.AI

Open resource
Article

Prompt Engineering Guide

DAIR.AI

Open resource
Course

Stanford CS224N: NLP with Deep Learning

Stanford University

Open resource
Article

The Illustrated Transformer

Jay Alammar

Open resource
Course

Hugging Face NLP Course

Hugging Face

Open resource
Book

Deep Learning Book by Goodfellow

Ian Goodfellow

Open resource
Tutorial

Building a Neural Network from Scratch

3Blue1Brown

Open resource
Article

GANs Explained - Generative Adversarial Networks

Google

Open resource
Article

Understanding CNNs for Computer Vision

Stanford CS231n

Open resource
Course

MIT 6.S191 Introduction to Deep Learning

MIT

Open resource
Course

Fast.ai Practical Deep Learning for Coders

Fast.ai

Open resource
Course

Deep Learning Specialization

DeepLearning.AI

Open resource
Video

Neural Networks Explained - 3Blue1Brown Series

3Blue1Brown

Open resource
Course

Elements of AI - Free Online Course

University of Helsinki

Open resource
Article

What is Machine Learning? Visual Explanation

R2D3

Open resource
Course

Introduction to AI - MIT OpenCourseWare

MIT

Open resource
Course

AI For Everyone by Andrew Ng

Andrew Ng

Open resource
Course

Machine Learning Crash Course by Google

Google

Open resource
Common Questions

Frequently asked questions

Quick answers about how DevFound's AI matching, resumes, and referrals work.

DevFound's AI Copilot ingests your profile, goals, and live job data to deliver curated matches in seconds. Every match includes a resume variant, suggested referrals, and interview prep so you can act immediately. The more feedback you provide, the sharper the Copilot becomes.

AI-led job searches shrink the hours spent sifting through boards and formatting resumes. DevFound pairs automation with your personal outreach, so you reserve energy for interviews and negotiation. Traditional networking still matters, but AI gives you a lift before you even send a message.

Modern AI roles expect comfort with production-grade code, data fluency, and practical ML tooling. The strongest candidates pair deep technical chops with storytelling—translating model impact to product, GTM, and exec partners. Continuous learning keeps you ahead as stacks evolve.

DevFound rewards active seekers. Keep your profile fresh, respond to match quality prompts, and enable alerts so you never miss a role. The AI prioritizes companies and teams that align with your feedback, accelerating both introductions and interview invites.

High-density tech hubs continue to host the deepest AI talent pools, yet distributed teams are catching up fast. Use DevFound filters to hone in on onsite, hybrid, or fully remote roles and watch openings expand across time zones.

DevFound aggregates thousands of remote AI openings and flags the nuances—core hours, async culture, and visa needs—up front. The Copilot also recommends how to position your distributed work experience so hiring managers know you can thrive on a remote team.