HIGH-IN-DEMAND SKILL • TRACK 2
Master the art and science of communicating with Large Language Models. Learn systemic prompting frameworks, chain-of-thought reasoning, and few-shot calibration. 100% free verified access.
OPENAI & DEEPLEARNING.AI • 100% FREE
⏱️ 1-2 Hours • 💻 Jupyter Code Labs • 🏆 Official OpenAI Partnership
Taught by Isa Fulford (OpenAI) and Andrew Ng. Learn the two fundamental prompting principles, how to summarize, infer sentiments, transform languages, and build a custom customer-service chatbot.
Access Free on DeepLearning.AI ↗VANDERBILT UNIV • FREE AUDIT
⏱️ 18 Hours • 🎓 Vanderbilt University • 📜 Free Audit Available
Comprehensive university-level course taught by Dr. Jules White. Explores formal prompt patterns (Cognitive Verifier, Flipped Interaction, Meta-Language) to unlock higher LLM intelligence.
Audit Free on Coursera ↗OPEN SOURCE • 100% FREE
⏱️ Self-Paced • 🌐 2M+ Global Learners • 🛡️ Security & Defense
The world's largest open-source curriculum on prompt engineering. Covers basic to advanced topics, reliability, adversarial prompt injection defense, and automated evaluation frameworks.
Read Free Interactive Guide ↗GOOGLE CLOUD • 100% FREE
⏱️ 2-3 Hours • 🌐 Google Cloud Skills Boost • 🚀 Hands-on Labs
Learn how to craft high-performing prompts on Vertex AI and Gemini models. Master temperature, top-k, top-p, few-shot tuning, and multimodal prompt chaining with images and video.
Start on Google Skills Boost ↗Establish context, tone, constraints, and operational rules before the user prompt is processed.
Provide 2-3 high-quality input/output pairs in the prompt to dramatically improve model accuracy.
Add 'Think step by step' or provide reasoning demonstrations to break down complex multi-hop problems.
Instruct the LLM to output valid JSON with explicit schema definitions for programmatic parsing.
Deepen your understanding with video walkthroughs from Andrej Karpathy, 3Blue1Brown, and top researchers.
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