OpenAI Chat Completions API from Pluralsight

Chat Completions is the OpenAI API that allows you to create chatbots and interactive conversational agents like ChatGPT. This course will teach you how to use the Chat Completions API to create generative AI applications that use natural language.

Using natural language to ask questions and get reasonable and useful responses has always been a challenge, until now. GPT models are now capable of receiving prompts in natural language and responding in amazing ways, what we know as Generative AI. In this course, OpenAI Chat Completions API, you’ll gain the ability to use the Chat Completions endpoint that allow you to create applications that “understand” and can reply using natural language. First, you’ll explore the available GPT models with their corresponding characteristics, advantages, and things to look out for. Next, you’ll discover the Chat Completions API along with all the available parameters and how they affect responses. Finally, you’ll learn how to create better prompts to get even better responses. When you’re finished with this course, you’ll have the skills and knowledge of the OpenAI API needed to create an application that receives prompts in natural languages and provides excellent responses using generative AI.

What's inside

Syllabus

Course Overview

The Chat Completions API

Working with the Chat Completions API

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Explores Chat Completions, a cutting-edge API from OpenAI

Provides comprehensive knowledge on GPT models and their applications

In-depth exploration of Chat Completions API parameters and their impact on responses

Guides learners to craft effective prompts for superior responses

Develops proficiency in generative AI applications, a rapidly growing field

Requires comfort with natural language processing concepts

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in OpenAI Chat Completions API with these activities:

Organize Course Resources and Notes

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Staying organized will help you efficiently access information and improve your learning outcomes.

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Create a system for storing and organizing course materials.
Review and summarize key concepts from each lecture or reading.
Maintain a notebook or digital document to capture important ideas and insights.

Review of Natural Language Processing Concepts

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Having a solid understanding of the underlying NLP concepts will make it easier to grasp the functioning of the Chat Completions API.

Browse courses on Natural Language Processing

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Review basic NLP techniques, including tokenization, stemming, and lemmatization.
Explore the different types of NLP tasks, such as text classification, sentiment analysis, and machine translation.
Familiarize yourself with the history and evolution of NLP.

Connect with Experts in Generative AI

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Connecting with experienced professionals in generative AI can provide valuable insights and guidance.

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Identify potential mentors who have expertise in generative AI and Chat Completions API.
Reach out to these individuals through platforms like LinkedIn or industry events.
Set up informational interviews to learn from their experiences.

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Guided Coding Tutorials on GPT Models

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These tutorials will help you understand the capabilities and limitations of GPT models, which will prove useful as you work with the Chat Completions API.

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Identify trusted resources for high-quality tutorials.
Follow along with a hands-on tutorial that covers basic GPT model concepts.
Experiment with different GPT model parameters to observe their effects on responses.
Share your learnings and insights in a discussion forum.

Chat Completions API Prompt Practice Drills

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Crafting effective prompts is crucial for getting the most out of the API. These drills will help you refine your prompt engineering skills.

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Review best practices for prompt engineering.
Use the API to generate responses using a provided set of prompts.
Analyze the quality of the responses and identify areas for improvement.
Experiment with different prompts and parameters to optimize results.

Develop a Presentation on Generative AI Applications

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Creating a presentation will force you to synthesize your knowledge and communicate it effectively.

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Identify a specific topic within generative AI that interests you.
Research and gather information on the topic, including its applications, benefits, and limitations.
Develop an outline and storyboard for your presentation.
Create visual aids to support your presentation.
Practice presenting your findings to an audience.

Building a Chatbot using the Chat Completions API

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Creating a chatbot will give you hands-on experience and help you internalize the concepts covered in the course.

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Define the purpose and functionality of your chatbot.
Design the conversation flow and user interface.
Integrate the Chat Completions API to handle natural language interactions.
Test and refine your chatbot to ensure optimal performance.
Deploy your chatbot on a platform and share it with others.

Create a Generative AI Tool for a Specific Task

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Building a generative AI tool will not only test your technical skills but also allow you to explore the practical applications of what you're learning.

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Brainstorm and validate a problem or opportunity that generative AI can address.
Design the architecture and features of your tool.
Develop the front-end and back-end components.
Integrate the Chat Completions API into your tool.
Beta test and iterate on your tool based on user feedback.

Career center

Learners who complete OpenAI Chat Completions API will develop knowledge and skills that may be useful to these careers:

Natural Language Processing Engineer

Natural Language Processing Engineers specialize in developing applications that can understand and generate human language, and the Chat Completions API is a key tool for this work. This course will teach you how to use the API to create applications that can perform tasks such as text classification, sentiment analysis, and machine translation. Natural Language Processing Engineers who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to automate tasks that require natural language understanding.

See salaries and explore the career path for Natural Language Processing Engineer

AI Researcher

AI Researchers are responsible for developing new and innovative AI technologies, and the Chat Completions API is a valuable tool for this work. This course will teach you how to use the API to create applications that can learn from data, generate text, and answer questions. AI Researchers who are proficient in using the Chat Completions API will be in high demand as businesses and governments increasingly invest in AI research.

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Software Engineer

The Chat Completions API is an essential tool for Software Engineers looking to create generative AI applications. This course will provide you with the skills and knowledge necessary to use the API effectively and create applications that can understand and respond to natural language prompts. With the rise of generative AI, Software Engineers will increasingly be in demand to develop and maintain these applications, so taking this course will give you a competitive edge in the job market.

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Machine Learning Engineer

Machine Learning Engineers are responsible for designing, developing, and deploying machine learning models, and the Chat Completions API is a valuable tool for this work. This course will teach you how to use the API to create applications that can learn from data and make predictions. Machine Learning Engineers who are proficient in using the Chat Completions API will be in high demand as businesses increasingly adopt machine learning.

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Technical Writer

Technical Writers create documentation and other written materials for technical products and services, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to generate text, translate languages, and answer questions. Technical Writers who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to automate tasks that require natural language generation.

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Data Scientist

Data Scientists use a variety of tools and techniques to extract insights from data, and the Chat Completions API is a powerful addition to any Data Scientist's toolkit. This course will teach you how to use the API to create applications that can generate natural language text, translate languages, and answer questions. Data Scientists who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to harness the power of generative AI.

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Business Analyst

Business Analysts gather and analyze data to help businesses make informed decisions, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that can extract insights from data and generate reports. Business Analysts who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to harness the power of data.

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Marketing Manager

Marketing Managers develop and execute marketing campaigns, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that can generate marketing copy, analyze data, and track results. Marketing Managers who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to harness the power of AI.

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Salesperson

Salespeople sell products and services to customers, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that can generate leads, answer questions, and provide product information. Salespeople who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to leverage the power of AI.

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Customer Service Representative

Customer Service Representatives provide support to customers, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that can answer questions, resolve issues, and provide information. Customer Service Representatives who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to automate tasks that require natural language understanding.

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Content Writer

Content Writers create written content for a variety of purposes, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to generate text, translate languages, and answer questions. Content Writers who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to automate tasks that require natural language generation.

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Product Manager

Product Managers are responsible for developing and managing products, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that can understand and respond to natural language prompts. Product Managers who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to create products that are more user-friendly and intuitive.

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UX Designer

UX Designers are responsible for designing the user experience of products and services, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that are easy to use and understand. UX Designers who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to create products and services that are more user-friendly.

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Teacher

Teachers educate students on a variety of subjects, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that can generate lesson plans, answer questions, and provide feedback. Teachers who are proficient in using the Chat Completions API will be in high demand as schools increasingly look to leverage the power of AI.

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Consultant

Consultants provide expert advice to businesses on a variety of topics, and the Chat Completions API can be a valuable tool for this work. This course will teach you how to use the API to create applications that can generate reports, answer questions, and provide insights. Consultants who are proficient in using the Chat Completions API will be in high demand as businesses increasingly look to leverage the power of AI.

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OpenAI Chat Completions API

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