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Getting Started on Prompt Engineering with Generative AI
Amber Israelsen
Amber Israelsen
Generative artificial intelligence is powerful and exciting, but its output is only as good as its input. In this course, master the art and science of crafting clever prompts to unleash the full potential of generative AI models.
Read more
Generative artificial intelligence is powerful and exciting, but its output is only as good as its input. In this course, master the art and science of crafting clever prompts to unleash the full potential of generative AI models.
Read more
Generative artificial intelligence is powerful and exciting, but its output is only as good as its input. In this course, master the art and science of crafting clever prompts to unleash the full potential of generative AI models.
What if you could make ChatGPT and generative artificial intelligence even more amazing than it already is? It’s totally possible to do, using prompt engineering. In this course, Getting Started on Prompt Engineering with Generative AI, you’ll get a foundational understanding of what’s called prompt engineering, which is the art and science of asking better questions to get better answers. First, you’ll explore what prompt engineering is, the different types of prompts, and how to evaluate their effectiveness. Next, you’ll discover more advanced techniques, taking your prompt engineering to the next level. Finally, you’ll learn about different ethical considerations around this emerging technology, and how to apply best practices to mitigate potential issues. When you’re finished with the course, you’ll have the skills and knowledge of prompt engineering to get more from your generative AI models.
Register for this course and see more details by visiting:
OpenCourser.com/course/syzaju/getting
What's inside
Syllabus
Course Overview
Introduction to Prompt Engineering
Creating Effective Prompts
Evaluating Prompt Performance
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Syllabus
Course Overview
Introduction to Prompt Engineering
Creating Effective Prompts
Evaluating Prompt Performance
Read more
Using Advanced Prompt Techniques
Ethical Considerations
Best Practices and Future Directions
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Teaches prompt engineering, which is a useful skill for getting more out of generative AI models
Course includes discussions and interactive materials, which can aid learning
Builds a foundation in prompt engineering, which is helpful for beginners and learners with no prior knowledge
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Activities
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Getting Started on Prompt Engineering with Generative AI.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Getting Started on Prompt Engineering with Generative AI will develop knowledge and skills
that may be useful to these careers:
Conversational AI Engineer
Conversational AI Engineer
Conversational AI Engineers design and develop computer systems that can engage in natural language conversations with humans. This course teaches the fundamentals of prompt engineering, which is essential for creating chatbots and other conversational AI applications that are informative, engaging, and helpful.
Natural Language Processing Engineer
Natural Language Processing Engineer
Natural Language Processing Engineers work on developing and improving computer systems that understand and communicate in human language. This course offers a deep dive into prompt engineering, which is crucial for training and refining NLP models that can perform tasks like machine translation and text summarization.
Data Analyst
Data Analyst
Data Analysts are sought after by companies since they bring a high degree of expertise in using computational power and statistical techniques to optimize business outcomes. This course is an excellent way to build a strong foundational understanding of prompt engineering, which is essential for performing natural language processing tasks like text analysis.
AI Engineer
AI Engineer
AI Engineers design, develop, and deploy artificial intelligence solutions. This course provides a comprehensive overview of prompt engineering, which is essential for building effective AI systems that can understand and respond to natural language commands.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers are highly specialized professionals with advanced skills in developing and deploying machine learning models. This course can help build a solid foundation in prompt engineering, which is essential for creating high-performing models that can handle complex tasks.
AI Scientist
AI Scientist
AI Scientists conduct research, design, and develop artificial intelligence systems. This course provides a strong foundation in prompt engineering, which is crucial for developing AI systems that can interact with humans in a natural and effective way.
NLP Researcher
NLP Researcher
NLP Researchers push the boundaries of natural language processing by developing new algorithms and techniques. Understanding prompt engineering is critical in this field, as it allows researchers to experiment with different ways of communicating with and instructing models.
Product Manager
Product Manager
Product Managers are responsible for defining and overseeing the development of products. This course may be useful for Product Managers who want to learn more about prompt engineering, which can help them better communicate their ideas to engineers and designers.
Data Scientist
Data Scientist
Data Scientists use their expertise in statistics, programming, and machine learning to extract insights from data. This course may be useful for Data Scientists who want to gain a deeper understanding of prompt engineering, which can help them develop more effective models and improve the accuracy of their predictions.
UX Designer
UX Designer
UX Designers focus on the user experience of products and services. This course may be useful for UX Designers who want to learn more about prompt engineering, which can help them create more user-friendly and intuitive interfaces.
Teacher
Teacher
Teachers develop and deliver lesson plans, and instruct students in a variety of academic subjects. This course may be useful for Teachers who want to learn more about prompt engineering, which can help them create more engaging and interactive lessons.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. This course may be useful for Software Engineers who want to learn more about prompt engineering, which can help them write better code and improve the performance of their applications.
Technical Writer
Technical Writer
Technical Writers create documentation and other written materials that explain technical concepts to users. This course may be useful for Technical Writers who want to learn more about prompt engineering, which can help them write more clear and concise documentation.
Writer
Writer
Writers create written content for a variety of purposes, including articles, books, scripts, and speeches. This course may be useful for Writers who want to learn more about prompt engineering, which can help them improve their writing skills and produce more creative and compelling content.
Translator
Translator
Translators convert written or spoken text from one language to another. This course may be useful for Translators who want to learn more about prompt engineering, which can help them improve the accuracy and fluency of their translations.
For more career information including salaries, visit:
OpenCourser.com/course/syzaju/getting
Reading list
We've selected seven books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Getting Started on Prompt Engineering with Generative AI.
This textbook focuses on deep learning techniques for natural language processing, including generative language models. It provides a rigorous mathematical treatment of the underlying algorithms, making it suitable for advanced learners and researchers.
This textbook provides a comprehensive overview of language models, including their history, evolution, and applications. It covers advanced topics such as transformer-based models, language generation, and question answering, offering a deep understanding of the underlying technology behind prompt engineering.
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Provides a comprehensive overview of generative adversarial networks (GANs), a type of generative model that can learn to generate realistic samples from a given dataset. GANs are increasingly used in prompt engineering to improve the quality and diversity of generated content.
This textbook provides a comprehensive introduction to natural language processing, covering fundamental concepts, algorithms, and applications. It includes a chapter on generative language models and their use in prompt engineering, making it a valuable resource for beginners.
This project-based guide teaches deep reinforcement learning techniques through hands-on examples and exercises. It covers topics such as policy-based methods, value-based methods, and actor-critic methods, which are used in advanced prompt engineering techniques.
This textbook provides a comprehensive introduction to reinforcement learning, a type of machine learning where agents learn by interacting with an environment. Reinforcement learning is increasingly used in prompt engineering to optimize the behavior of generative AI models.
This classic textbook provides a comprehensive introduction to statistical learning, including supervised and unsupervised learning algorithms. It covers topics such as linear regression, logistic regression, and clustering, which are foundational concepts for understanding generative AI models.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/syzaju/getting
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Time
66 hours
Level
Introductory
Via
Pluralsight
Instructor
Amber Israelsen
Language
English
Good to know
Teaches prompt engineering, which is a useful skill for getting more out of generative AI models
Course includes discussions and interactive materials, which can aid learning
Builds a foundation in prompt engineering, which is helpful for beginners and learners with no prior knowledge
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