Certified Prompt Engineering Expert For Beginners

Introduction

Certified Prompt Engineering Expert is a beginner-friendly course that covers the basics of prompt engineering, its utility, and the best ways to read prompt patterns and utilize them for better output. With the perfect combination of theory-based material, video lectures, demos, and interactive exercises, this training program helps the students learn new skills with the help of hands-on exercises.

Following the completion of the course, the students have better planning, designing, and developing skills with the help of AI. The students will be able to retrieve useful information, research things better, and become proficient in problem-solving and decision-making.

What Will You Gain from This Course?

Following the completion of this course, the students will:

1. Develop an in-depth understanding of large language models.
2. Learn the fundamentals of prompting, writing effective prompts to communicate with the AI, and seeking an unbiased opinion.
3. Learn about different patterns and techniques for prompt engineering.
4. Know about some API calls with OpenAI API to boost work productivity.
5. Understand the use of GPT-4 extensions, along with their functions in daily life, some practical use cases, and best practices.
6. Practice some advanced prompt engineering and patterns for complex tasks that might require much time and effort.
7. Learn about the future of advanced prompt patterns, AI, and LLMs, learn from these patterns, and develop a style to make the most out of these prompt patterns.
8. Design and develop new applications and plan new projects utilizing the power of LLMs.

Skills Acquired:

1. Prompt Engineering
2. Prompt Designing
3. Prompt Optimization
4. Artificial Intelligence
5. Data Science

Who Can Benefit from This Course?

This course is designed for:

1. AI developers and software engineers who are trying to gain an in-depth understanding of prompt engineering techniques for better AI performance.
2. Researchers seek ways to know more about modern-day AI solutions, different prompt writing techniques, the overall performance of common AI models, and their capabilities and limitations.
3. AI developers and researchers who want to build a deeper understanding of prompt engineering techniques to improve the performance and capabilities of AI models.
4. Content creators looking for ways to leverage AI for better ideas, reading trends, and producing good content.
5. Writers, content marketers, designers, and influencers who are trying to learn more about effectively using prompt engineering to generate high-quality content, such as articles, essays, and creative writing.
6. Language model users who are already using AI for their work but want to know about effective ways to improve the output.
7. Business owners, professionals, and students who are trying to improve their research and problem-solving skills.
8. Business professionals use prompt engineering to optimize AI applications for specific business needs and drive innovation.
9. AI Enthusiasts who are fascinated by the field of prompt engineering and want to develop a strong foundation in this emerging area of AI.

Course Content

10 Modules – Certificate Of Completion

Welcome to the Course

This is an introductory module that offers a brief overview of the course. Through this section, the students will get to know more about the course, its content, its instructor, and the next modules. This section includes a message from the instructor along with disclaimers, a downloadable certification presentation, and a prompt engineering glossary.

Introduction to Large Language Modules

This marks the first official module of the course as it offers the intro to the large language model. The student will develop an understanding of large language models (LLMs), different LLM processes, ways to generate human-like text, and some advanced knowledge about the architecture of LLMs. The students will get to explore and work with ChatGPT and get to know about its alternatives as well. The module also contains a section that can help the students become familiar with the limitations and capabilities of ChatGPT and DALL-E. This module wraps up with a quick overview and some Interactive Exercises.

Prompt Engineering Fundamentals

This module is all about core concepts of prompt engineering. The module starts with an overview and then introduces prompting. It doesn’t just offer an overview but also looks at the role of prompts, the intuition behind prompts, the role of prompts in programming with LLMs, and some key points of prompts like delimiters, checking conditions, and giving details. By the end of this module, the students will get a brief overview of prompt size limitations.

Prompt Engineering Techniques

This is a slightly detailed module that looks at some of the best and most used prompt engineering techniques. The module offers an introduction to prompt patterns and then dives deeper into prompt patterns, zero-shot prompting, few-shot prompting, and chain-of-thought prompting styles. For some hands-on experience, this module also includes some interactive exercises that can be helpful in daily life, especially related to prompt patterns. The students will also get to discover the tree of thought prompting, applications of self-consistency in prompting, retrieval augmented generation, and some basics of automatic prompt engineering.

Using the OpenAI API

This module focuses on the use of OpenAI API. The module starts with an overview and then gets into details about OpenAI API, its mechanism, OpenAI API parameters, and their significance as well. The students will learn more about obtaining the OpenAI API key and building and running a chatbot. For a hands-on experience, the module includes some interactive exercises, especially some basic exercises related to prompt engineering chatbots.

Advanced Prompt Engineering

This module is all about advanced prompt engineering. This module starts by introducing advanced prompting techniques and then explores common prompt Pattern types. The students will learn about creating complex prompt-based applications, content generation with advanced prompting, text summarization using LLMs, classification, categorization, and sentiment analysis. Finally, there is a section dedicated to data extraction with LLMs, language translation, and spell grammar checks using LLMs, so writers and content creators can benefit from AI as well.

Use Cases and Demonstrations

This module is all about common AI-based use cases and their uses. Students will not just learn about the real-world applications of AI and detailed analysis of use cases in different industries, but they will also learn from the detailed demonstration. The module sends case studies of successful applications of LLMs and interactive exercises that the students can practice in real time.

ChatGPT Plugins

This module is all about the ChatGPT plugin and the ways to make ChatGPT more effective as per requirement. The students will get an overview of the module, an introduction to different ChatGPT plugins available online, and then explore the most popular ChatGPT plugins. The module mainly focuses on the utility of these plugins, so students will get to know more from Real-world Use Cases of ChatGPT Plugins and practice with them.

Ethics, Limitations, and Future of LLMs

This module is all about the ethics of the LLMs, their fair use, future trends, capabilities, and limitations. The students will learn about ethical considerations in LLMs, bias, fairness, and privacy. For real-life knowledge, the students will also learn about misinformation, security, the environmental impact of LLMs, future trends, and some practical guidelines. The module also includes some interactive exercises so the students can implement all the techniques right away.

Certification and Next Steps

The last module of this course offers a closeout of the Certification. The students will learn about the certification process, take the exam, and get the CPEE professional course evaluation as well.

Description

The Certified Prompt Engineering Expert certification is a comprehensive training program for beginners, students, and professionals looking to know more about AI and develop a promising AI career. The certificate mainly focuses on the real-life uses of AI, from the fundamentals to advanced techniques that can help users make the most out of AI.

For the convenience of the students, the course is divided into ten modules. The first module of this course is just an overview that will help the students know more about the content of the course, the instructor, and the overall working of the AI. The rest of the eight modules are more focused on technical knowledge, the use of AI, prompt beginner techniques, its utility, and some real-life user cases.

The last module of this course offers a wrap-up along with a certification. Each module has an overview, summary, and interactive exercises section so the students can only focus on important things.

Meet the Instructor

101 Blockchains

101 Blockchains is one of the best online learning platforms for tech and blockchain-related courses. The platform offers comprehensive learning programs on all topics. To take education beyond theory, the platform collaborates with the best experts and instructors in the industry to design courses filled with hands-on exercises, video lectures, and a lot more. They aim to make education accessible for all regardless of background, overall skillset, and needs. With these courses, the students get to embrace the transformative potential of blockchain and explore its utility in real life as well.