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CloudaQube

Ai Ml · generic · beginner

Prompt Engineering for Developers

Learn to communicate effectively with LLMs. From core principles and iterative refinement through summarisation, inference, chatbot construction, and prompt safety. Based on DeepLearning.AI's "ChatGPT Prompt Engineering for Developers" and Google's Prompting Essentials certificate.

  • 10 hours
  • 30 lessons
  • 6 modules
  • updated April 2026
Module 1 freeNo credit cardFull course from $8.99/mo
try it

Try it before you sign up

Read a full lesson and answer 3 questions from the Module 1 quiz. No account needed.

free lesson · read · 12 min

Base LLMs vs Instruction-Tuned LLMs

Trained to predict the next word given a sequence. They complete text — they do not follow instructions. Fine-tuned with RLHF on (instruction, response) pairs. They understand "answer this question", "summarise this…
question 1 of 3 · from the Module 1 quiz
What is the key practical difference between a base LLM and an instruction-tuned LLM?
Pick an answer.
curriculum

6 modules, 30 lessons

Module 1 is free — lessons, hands-on walkthrough and quiz.

  • readBase LLMs vs Instruction-Tuned LLMs12 min
  • videoChatGPT Explained in 5 Minutes8 min
  • readSetting Up the OpenAI API in Python10 min
  • hands-onLab: Your First API Call20 min
  • quizQuiz: LLM Fundamentals10 min
how it's built

Built by the CloudaQube team

No celebrity instructor — here is exactly what goes into the course instead.

  • 01 6 guided hands-on walkthroughs you run in a real environment.
  • 02 6 module quizzes — every answer comes with an explanation.
  • 03 Last updated April 2026.
  • 04 Any module can become a hands-on lab in Labs Studio.
outcomes

What you'll be able to do

  • 01 Write clear, specific prompts using delimiters, structured output, and step-by-step reasoning
  • 02 Apply zero-shot, few-shot, and chain-of-thought techniques to developer tasks
  • 03 Use the TCREI framework for iterative prompt development
  • 04 Build a multi-turn chatbot using the Chat Completions API
  • 05 Mitigate prompt injection and hallucination risks in production
  • 06 Generate, summarise, classify, and transform text programmatically
before you start
  • — Basic Python programming
  • — No prior AI experience required
questions

Before you start

How long does it take?

About 10 hours of lessons, videos and hands-on walkthroughs across 6 modules.

What’s free?

Module 1 in full — lessons, hands-on walkthrough and quiz — with no card required. Any paid plan (from $8.99/mo) unlocks all 6 modules, and starts with a 14-day free trial.

get started

Start the course with Module 1 free.

No card required. Unlock every module from $8.99/mo when you’re ready.

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