How to Become a Prompt Engineer From Scratch!

3-4 years back, you might not have even heard of prompt engineering and what a prompt engineer might do. In the era of generative artificial intelligence (GAI), prompt engineers have become key in optimising the interaction between humans and advanced language models (GPT, Gemini, Claude, etc.). In this write-up, we will talk about prompt engineering, the role of a prompt engineer, top prompt engineering courses to take, and how to become a prompt engineer.
- What is Prompt Engineering?
- What is a Prompt Engineer?
- What Does a Prompt Engineer Do?
- Why is the Prompt Engineer Important in AI?
- Becoming a Prompt Engineer: Step-by-Step Guide
- Top Prompt Engineering Courses
What is Prompt Engineering?
Prompt Engineering is the process of designing specific and well-designed inputs, or “prompts,” for generative AI models to generate intended high-quality outputs.
It is a professional skill requiring clarity, creativity, domain understanding, and technical knowledge of AI model behaviour and constraints. Prompt engineering is not used to structure training data; instead, it is a technique to maximise AI output quality during inference by carefully crafting model instructions.
Please note that being a prompt engineer does require creativity, critical thinking, and a deep understanding of AI capabilities.
Prompt Engineering is a constant process of experimentation, writing, executing, and refining prompts.
What is a Prompt Engineer?
A prompt engineer is a professional responsible for communicating with the LLMs. As a prompt engineer, your main role will be to design and optimise the instructions you give to the AI to get exactly what you need.
For example, instead of simply asking "give me innovative business ideas," you must structure your request more effectively:
You can write: "I need five out-of-the-box business ideas for the South East Asian market, primarily India, focused on creating environmentally sustainable child care products. I have a maximum initial budget of $10,000. Consider current market trends and the growing need for digital solutions."
What Does a Prompt Engineer Do?
As a prompt engineer, your job is to write, execute, and refine prompts. You compare how a prompt works with different models, data, delimiters, and so on. You'll also need to experiment with different prompts to see which ones work best for your needs.
A prompt engineer must consider new or proven ways to improve their prompts and make them more effective for desirable outputs. There is no fixed rule to generate prompts. Sometimes shorter prompts outsmart the longer ones. It all depends on the task at hand, the context needed, and the desired outcome. You may need to be specific to a degree, depending on the model you are using.
Why is the Prompt Engineer Important in AI?
AI models are very powerful, but the real utility of such models depends on how one interacts with them. A good prompt makes all the difference here, from obtaining a generic answer to receiving an extremely specific solution. Therefore, a good prompt engineer is really critical in harnessing this very feature of AI.
Companies are investing millions in artificial intelligence, and they need experts who know how to communicate effectively with machines. This makes prompt engineers very important in areas such as technology, marketing, education, and automation.
Prompt engineers can get these AI models to react accurately as intended and generate useful prompts.
Wondering how to specialise in AI and prompt engineering to become a proficient prompt engineer? Consider specialised AI training.
Becoming a Prompt Engineer: Step-by-Step Guide
If the above information has you hooked, then it's time that you learn how to become a prompt engineer.
Understand What Prompt Engineering Is
Prompt engineering 101! Learning how to write clear instructions for the AI model is the most crucial and the most basic step. Try different styles of prompts, like commands or detailed descriptions. Ensure your input is always easy to follow so that AI provides consistent outcomes.
Learn the Basics of AI and Language Models
Explore how large language models, such as GPT-4, function. Understand simple terms like tokens (small pieces of text), embeddings (word meanings in math form), and context length (how much text AI can remember). Read about tools like OpenAI, Claude, and Cohere to gain a deeper understanding of their models.
Practice Writing and Testing Prompts
Try asking the same question in many ways to see how answers change. Use methods like:
- Chain-of-thought prompting: guide AI step by step.
- Few-shot prompting: give examples in your prompt.
- Role prompting: ask AI to “be” a teacher, coder, or other roles.
Try Different AI Tools and Platforms
Use places like OpenAI Playground to test prompts and change settings. Play around with ChatGPT, Claude, or Gemini, you will see different results! Explore Hugging Face for open-source models. Does playing a creative story game with AI Dungeon sound good? It should be, just give it a try!.
Know the Key Tools for Prompt Engineers
Beyond writing prompts, experts use special tools:
Jupyter Notebook |
To save your prompt tests |
To write scripts and interact with AI |
|
OpenAI and Hugging Face APIs |
For implementing prompts in applications |
Postman |
Easy API testing |
Vector Databases like Pinecone or FAISS |
Hold and recall large quantities of data for prompts. |
Git or GitHub |
Collaborate with others. |
Learn from Good Examples
Check out prompt libraries like LangChain, FlowGPT and PromptBase. Analyse how experts write prompts and try changing them. Compare how different AI models answer the same prompt.
Join AI Communities
Join communities or groups like r/ChatGPTPromptGenius & r/StableDiffusion on Reddit, Project AI and Prompt Engineering Hub on Discord, to name a few. Chat with AI fans on Discord. Watch open-source AI projects on GitHub to learn the best tips.
Build Your Portfolio
A portfolio featuring your best prompts, along with notes on why they were effective, is a must. Show the improvements in your prompts over time. List down your work on platforms like GitHub, Medium, or LinkedIn to show your skills.
Top Prompt Engineering Courses
To enhance your skills further and learn about the latest developments in this domain, you can consider taking online prompt engineering courses. These courses will enable you to master the niche skills without breaking the bank.
Course |
Duration |
Fee |
4 Hours |
₹ 3,499 |
|
Prompt Engineering for Data Analysis Python, Pandas, ChatGPT by Udemy |
14 Hours |
₹ 619 |
Large Language Models: Application through Production by Databricks |
On Demand |
Free |
1.5 hours |
₹ 739 |
|
1 week |
US$99 (Audit for free) |