Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 516.01 MB | Duration: 1h 25m

Unleash the power of Language Models with robust Prompt Engineering techniques!
What you'll learn
Understand the principles of prompt engineering
Learn to use language models in a cost-effective manner
Analyze and interpret responses from language models
Develop skill in crafting effective prompts
Stay up-to-date with the latest developments in prompt engineering
Apply prompt engineering in various fields and use cases
Requirements
Good news! There are no prior requirements to enroll in this course on prompt engineering.
Description
Welcome to our comprehensive Prompt Engineering course! You're about to embark upon a journey that will unlock the full potential of language models. The course will teach you how to craft effective prompts that generate accurate, relevant responses from state-of-the-art models like OpenAI's ChatGPT. You will learn the key components and structure of a prompt, along with the best practices for writing prompts that elicit useful information. Additionally, we'll cover methods for evaluating the effectiveness of prompts and offer strategies for improving them based on evaluation results. This course will also provide you with the opportunity to explore advanced prompt engineering techniques, such as creating prompts for complex tasks like thesis dissertation content and project outlines. You will see how prompt engineering is applied in business, research, and other fields through real-world scenarios and case studies. We will also discuss ethical considerations and challenges in prompt engineering, and offer strategies for staying current in this ever-evolving field. The course will culminate in a final project, where you will apply the skills you've learned to create a set of effective prompts for a real-world application. There is no prior experience is required – enroll today and master the art of prompt engineering!
Overview
Section 1: Introduction
Lecture 1 Welcome!
Lecture 2 Downloadable materials
Lecture 3 Prompt Engineering Introduction
Lecture 4 Language models
Lecture 5 Prompts
Section 2: Art of crafting prompts
Lecture 6 Task
Lecture 7 Context
Lecture 8 Wording
Lecture 9 Formatting
Lecture 10 Other techniques
Lecture 11 Best practices
Section 3: Prompt effectiveness
Lecture 12 Methods for evaluating the effectiveness
Lecture 13 Strategies for improving prompts
Lecture 14 Common pitfalls and challenges
Section 4: Advanced prompt engineering techniques
Lecture 15 Using programming code in prompts
Lecture 16 Creating prompts for complex tasks
Lecture 17 Techniques for extracting specific types of information
Section 5: Real-word applications
Lecture 18 Case studies of how prompt engineering is used
Lecture 19 Discussion of ethical considerations
Lecture 20 Staying up-to-date with the latest developments
Section 6: Final project
Lecture 21 Final practice
Developers and Programmers: Those who work in software development or programming and want to improve their skills in using language models to generate content or automate tasks.,Business Professionals: Business leaders, executives, and entrepreneurs who want to leverage the power of language models to enhance products and services, drive business growth, or optimize operations.,Data Analysts: Professionals who work with large datasets and want to use language models to gain insights from the data.,Researchers: Those in academia or industry who use language models in their research, such as natural language processing or computational linguistics.,Educators: Teachers, professors, and instructional designers who want to use language models to enhance their teaching practices, develop educational content or design assessments for students.,Students: Those studying computer science, data science, artificial intelligence, or a related field may find a course in prompt engineering useful for their academic and professional development.,Human Resource Professionals: HR managers and recruiters who want to use language models to improve their hiring processes or analyze employee feedback.,Marketers and Advertisers: Marketing and advertising professionals who want to create targeted and tailored content to reach specific audiences.,Human Resource Professionals: HR managers and recruiters who want to use language models to improve their hiring processes or analyze employee feedback.,Healthcare Professionals: Doctors, nurses, dietitians, personal trainers, and other healthcare professionals who need to provide tailored health and wellness advice to their patients or clients could benefit from a course in prompt engineering.,Enthusiasts: Individuals who are interested in language models or artificial intelligence and want to learn more about the field for personal or professional development.
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