It's no secret that generative AI is impressive. Whether you've experienced it through OpenAI's ChatGPT, Google's Gemini, or Microsoft's Copilot, the ability to seek homework assistance, generate code, or brainstorm business concepts at the touch of a button presents limitless avenues for innovation and knowledge acquisition.
Simultaneously, the surge in generative AI's prominence has sparked discussions regarding the necessity of ethical, security, and privacy measures, particularly within educational contexts.
These concerns are significant given the technology's potential to fundamentally transform the global economy. According to JP Morgan, generative AI has the capacity to boost the world's GDP by $7–$10 trillion.
Regardless of the generative AI tool you choose, prompt engineering is crucial for its functionality. Without it, there would be a substantial disconnect between the input and output of generative AI systems.
WHAT IS PROMPT ENGINEERING?
Who could provide a better explanation of prompt engineering than generative AI itself? Here's the start of each response:
CHATGPT:
Prompt engineering typically refers to the process of designing and refining prompts or cues that are used to elicit specific responses or behaviors, particularly in the context of artificial intelligence and natural language processing. In the field of AI, prompt engineering involves crafting effective prompts or instructions to guide models in generating desired outputs or responses. This can involve experimenting with different wording, structures, and formats to optimize performance and achieve desired results from AI systems. In models such as GPT-3, prompt engineering entails composing instructions or inquiries in a manner that generates precise and pertinent information or responses.
COPILOT:
According to Copilot, prompt engineering is the skill of posing optimal questions to extract the most favorable output from a Language Model (LLM) through straightforward language prompts. It facilitates direct engagement with the LLM, enabling seamless communication using solely natural language instructions.
GEMINI:
Gemini describes prompt engineering as the skill of composing instructions for large language models (LLMs) to guide them in executing particular tasks or producing desired outcomes. It's akin to furnishing a detailed recipe to a chef, albeit substituting ingredients and cooking directives with text and information to direct the LLM's response.
Their replies are remarkably alike—and spot-on. Prompt engineering revolves around devising efficient inputs for generative AI tools to ensure optimal outputs.
Why is studying prompt engineering important?
- Although the AI's responses generally provided an accurate understanding of prompt engineering, it's essential to acknowledge that the tools aren't flawless. In fact, platforms like ChatGPT and Gemini include a warning beneath the prompt box indicating that the AI can err.
- Considering this, understanding prompt engineering is crucial for individuals aiming to maximize the utility of generative AI tools, asserts Kunal Ahuja, who heads the consumer business division at Skillsoft's Codecademy.
- "Mastering the art of crafting both basic and complex prompts for practical use is an essential skill to acquire. Equally important is comprehending the ethical considerations associated with prompt formulation," Ahuja emphasizes to Fortune.
- Codecademy, a leading platform for tech education, has introduced new career-focused prompt engineering courses tailored for software engineers and marketers. These free, one-hour courses instruct learners on best practices to ensure desired outcomes when interacting with generative AI.
- "From developers to non-technical executives, prompt engineering courses offer valuable insights for all. Embracing GenAI isn't an exaggeration; it's shaping a new paradigm in work, making it essential for learners to evolve their skill sets. With proper utilization, GenAI becomes a powerful tool for enhancing productivity," Ahuja emphasizes.
- Numerous online resources offer varying options for learning prompt engineering, each with different costs, durations, and objectives. When selecting a program, prioritize your learning objectives and seek opportunities that will equip you with practical skills and projects applicable in your professional endeavors, whether it's for daily work, job interviews, or future educational pursuits.
Fortune has conducted preliminary research and curated a list of available prompt engineering courses in the market for your convenience.
Five (5) PROMPT ENGINEERING COURSES YOU CAN TAKE ONLINE
Here are some online prompt engineering courses you can consider:
- Codecademy's Career-Based Prompt Engineering Courses
- Udemy's Prompt Engineering Essentials
- Coursera's Introduction to Prompt Engineering
- LinkedIn Learning's Mastering Prompt Design
- Skillshare's Advanced Prompt Engineering Techniques