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Prompt engineering means designing high-quality prompts that guide machine learning models to produce accurate outputs. It involves selecting the correct type of prompts, optimizing their length and structure, and determining their order and relevance to the task. 

In this course, you’ll be introduced to prompt engineering, a form of generative AI. You’ll look at an overview of prompts and their types, best practices, and role prompting. Additionally, you’ll gain a detailed understanding of different prompting techniques. The course will also explore productivity prompts for different roles. Finally, you will learn to utilize prompts for personal use, such as preparing for interviews, etc. 

By the end of the course, you will have developed a solid understanding of prompt engineering principles and techniques and will be equipped with the skills and knowledge to apply them in their respective fields. This course will help to stay ahead of the curve and take advantage of new opportunities as they arise.

All You Need to Know About Prompt Engineering

Consider the prompt: “Translate the English sentence ‘Hello, how are you?’ to French.” What type of prompting does this example belong to?

Consider the prompt: “Translate the English sentence ‘Hello, how are you?’ to French.” What type of prompting does this example belong to?

Training a model with a large amount of labeled data

Training a model with only a few labeled examples

Training a model without any labeled examples

Training a model using reinforcement learning techniques

**[Select all that apply.]** What  describes the concept of few-shot prompting?

[Select all that apply.] What describes the concept of few-shot prompting?

By training separate models for each language

By translating the text into a common language before generating it

By using a different prompt format for each language

By using pre-trained language models that support multilingual capabilities

In your understanding, how does zero-shot prompting enable text generation in multiple languages?

In your understanding, how does zero-shot prompting enable text generation in multiple languages?

Consider the prompt: “Write a poem about the beauty of a sunset. You are provided with a single example poem as inspiration.” What type of prompting does this example belong to?




Consider the prompt: “Write a poem about the beauty of a sunset. You are provided with a single example poem as inspiration.” What type of prompting does this example belong to?

Consider the prompt: “Train a sentiment classifier to classify movie reviews as positive or negative. You are provided with 50 labeled movie reviews for training.” What type of prompting does this example belong to?

Consider the prompt: “Train a sentiment classifier to classify movie reviews as positive or negative. You are provided with 50 labeled movie reviews for training.” What type of prompting does this example belong to?

Test your knowledge about prompt engineering techniques.

Prompt Engineering Overview

Techniques of Prompting

Using Productivity Prompts

Using Prompts for Personal Growth

Wrapping Up

Quiz: Techniques of Prompting