APPEC Learning Resources

Master the Art of Prompt Engineering

Thank you for registering! To help you prepare and perform your best, we've compiled powerful learning resources, from beginner to advanced, covering the latest techniques in prompt design, optimization, and strategy.

APPEC Tutorial & Video Guides

Essential for Participants

1. APPEC Tutorial

Competition Guide

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Beginner Foundation

2. The ULTIMATE 2025 Guide

Master the Formula

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Advanced Strategy

3. The ADVANCED 2025 Guide

21 Transformative Prompts

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Competitive Edge

4. Best AI Prompt Techniques

High-Leverage Methods

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Best Practices

5. What Works & What Doesn't

2025 Overview

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Articles & Documentation

Official Guide

OpenAI – Prompt Engineering

Official authoritative guide on practical rules for LLMs.

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Optimization

Braintrust – Best Practices

Data-driven optimization and systematic methods.

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Practical Checklist

CodeSignal – 2025 Practices

Breakdown of chain-of-thought and few-shot prompting.

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Deep Dive

Lakera – Ultimate Guide

Broad coverage from basics to model-specific nuances.

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Business Context

MIT Sloan – Effective Prompts

Business context, limitations, and strategy.

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