The Ultimate Directory of AI/LLM/NN Resources: Your One-Stop Guide

In today’s rapidly evolving AI landscape, keeping track of the latest datasets, tools, papers, and models can be overwhelming. Whether you’re diving into Large Language Models (LLMs), exploring neural networks, or building agentic AI systems, access to the right resources is crucial. This curated directory offers a concise, organized collection of must-have references — everything from groundbreaking research papers to hands-on demos and lightweight models.

This guide will help you navigate the flood of information and find the best resources for your specific AI interests, whether you’re a seasoned expert or just beginning your journey. Let’s get started with a breakdown of essential datasets, papers, books, and more, all in one place.

Learning Materials

• Data science for economist: [link]
• Advanced RAG Techniques: Elevating Your Retrieval-Augmented Generation Systems: [link]

Developper Resources

• awesome-hallucination-detection: [link]
• perplexity clone: [link]

FinAI

• Stock Prediction AI: [twitter][GitHub]
• Option Pricing with Deep Learning: [PDF]
• Building A Stock Analyst Using DSPy (1): [Medium]

MedAI

• A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?: [arxiv]

Datasets

• RAG benchmark, Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation: [Hugging Face][Datasets]
• Dataset Providers Alliance: [link]
• Persona Datasets: [Hugging Face]

Books

• Mathematical theory of deep learning: [arxiv]
• Dual-Use Foundation Models with Widely Available Model Weights: [PDF] (link to policy and legal framework)

Papers

• Not All LLM Reasoners Are Created Equal (Oct 2, 2024) [link]
• Consent in Crisis: The Rapid Decline of the AI Data Commons: [arxiv]

Collab Resources

• Triangularity Proven: [link]

Course

Policy Framework and Legal Initiative

• A Path for Science‑ and Evidence‑based AI Policy: [link]
• Governor Newsom announces new initiatives to advance safe and responsible AI, protect Californians: [link]
• Eurocrats plot to hobble US AI leadership on our own shores: [news]

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