Systematic Prompt Engineering — PickAClass
5.0 (1) ⏱ 2h 42m 📚 27 lessons 🎧 Audio version

Systematic Prompt Engineering

Learn to craft precise prompts using Chain-of-Thought, Few-Shot, and structured output techniques to get reliable results from large language models.

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About this course

Struggling to get consistent or complex answers from AI models? Moving beyond simple questions is the key to unlocking their true potential. This course provides a systematic, text-based approach to prompt engineering, helping you transition from basic interactions to crafting sophisticated prompts that produce accurate and detailed outputs. What you'll learn: - Learn the fundamentals of prompt engineering and why structure matters for AI communication. - Master Few-Shot prompting by providing effective examples within your requests. - Apply Chain-of-Thought (CoT) techniques to guide AI models through complex reasoning tasks. - Generate structured data outputs like JSON from language models for use in applications. - Understand the core principles behind Retrieval-Augmented Generation (RAG) for providing external context. - Practice debugging and refining prompts to consistently improve AI performance. The course starts with the core concepts of effective prompting before moving into practical, step-by-step written guides on advanced methods. You'll work through clear examples to build your skills progressively. This course is designed for beginners. No prior experience in programming or advanced AI is required, just a curiosity to communicate more effectively with AI. Start crafting better prompts today and take control of your AI interactions.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
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  • 🎧 Audio version included
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  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • Short & focused
    2h 42m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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PickAClass
Skills profile · verifiable
Document
Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Systematic Prompt Engineering
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
P
PickAClass — Name Surname
Systematic Prompt Engineering
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

Reviews (1)

ณัฐวุฒิ ใจเพชร TH Verified learner
★ 5 · July 8, 2026

ก่อนหน้านี้ผมเขียนพรอมต์แบบเดาสุ่มไปเรื่อย พอได้เรียนเรื่อง Chain-of-Thought กับ Few-Shot อย่างเป็นระบบ ผลลัพธ์ที่ได้จากโมเดลก็นิ่งและเชื่อถือได้ขึ้นมาก ส่วนที่ผมชอบที่สุดคือการบังคับให้โมเดลตอบเป็น structured output เพราะเอาไปต่อกับงานจริงในออฟฟิศได้ทันที ตัวอย่างในบทเรียนชัดเจนและทำตามได้ง่าย ไม่ได้พูดลอย ๆ แต่มีเหตุผลรองรับว่าทำไมแต่ละเทคนิคถึงได้ผล ตอนนี้ผมกล้าเอาพรอมต์ไปใช้กับงานสำคัญแล้วครับ คุ้มค่ามากสำหรับคนที่อยากเขียนพรอมต์อย่างมีหลักการ

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