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edX Boot Camps
Are you looking to expand your AI application knowledge and create your own application? Enroll in our Intro to AI Applications and Prompt Engineering course to see how you can make AI work for you.
By the end of the course, you will be able to:
Read more
Are you looking to expand your AI application knowledge and create your own application? Enroll in our Intro to AI Applications and Prompt Engineering course to see how you can make AI work for you.
By the end of the course, you will be able to:
Read more
Are you looking to expand your AI application knowledge and create your own application? Enroll in our Intro to AI Applications and Prompt Engineering course to see how you can make AI work for you.
By the end of the course, you will be able to:
- Articulate key benefits and limitations of generative AI.
- Understand how to use AI applications and prompt engineering to drive results.
- Create an AI-powered API application.
To enroll in this course and utilize ChatGPT's API, which is a required part of the course, students must have a credit card to access OpenAI's ChatGPT API. Your credit card will be charged whatever usage amounts you incur by OpenAI to access the ChatGPT API, and this dollar charge is separate from and in addition to the fee paid to enroll in the verified course track.
Register for this course and see more details by visiting:
OpenCourser.com/course/h6w9it/ai
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What's inside
Learning objectives
- How to define ai applications, prompt engineering, and machine learning, and how to leverage these tools and knowledge for your own initiatives.
- How to structure questions or requests in a way that guides an ai application to give the best possible answer.
- How to leverage langchain and chatgpt to create your own application.
- How to define ai applications, prompt engineering, and machine learning, and how to leverage these tools and knowledge for your own initiatives.
- How to structure questions or requests in a way that guides an ai application to give the best possible answer.
- How to leverage langchain and chatgpt to create your own application.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Introduces concepts in AI applications, prompt engineering, and machine learning that are highly relevant to many business applications and initiatives
Develops skills in structuring questions and requests to optimize AI application performance
Provides hands-on experience in leveraging LangChain and ChatGPT to create AI-powered applications
Requires credit card for access to OpenAI's ChatGPT API, which may pose a barrier to students without one
Save this course
Save AI Applications and Prompt Engineering to your list so you can find it easily later:
Save
Save
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 AI Applications and Prompt Engineering with these
activities:
Review Generative AI and Prompt Engineering Concepts
Show steps
Review the basics of generative AI and prompt engineering to build a strong foundation for the course.
Browse courses on
Generative AI
Show steps
-
Read introductory articles on generative AI and prompt engineering.
-
Watch online videos to gain a visual understanding of the concepts.
-
Participate in online forums and discussions to connect with experts and fellow learners.
Attend AI Industry Events
Show steps
Network with professionals in the AI industry to gain insights, learn about career opportunities, and stay updated on the latest trends.
Browse courses on
AI Applications
Show steps
-
Identify and attend relevant conferences, meetups, or webinars focused on AI and its applications.
-
Engage in conversations with speakers, attendees, and exhibitors.
-
Stay informed about the latest AI news and developments.
Review Programming Basics
Show steps
Improves knowledge and skills needed for the course, which requires the ability to use a programming language.
Browse courses on
Python
Show steps
-
Identify areas of programming knowledge that need improvement
-
Review online tutorials or textbooks to refresh understanding of selected topics
-
Complete practice exercises or coding challenges to reinforce skills
16 other activities
Expand to see all activities and additional details
Show all 19 activities
Follow AI and Prompt Engineering Tutorials
Show steps
Enhance your understanding of AI applications and prompt engineering techniques by following guided tutorials and online courses.
Browse courses on
AI Applications
Show steps
-
Identify reputable sources for AI and prompt engineering tutorials.
-
Follow the tutorials step-by-step and complete the exercises.
-
Experiment with different techniques and apply them to your own projects.
Complete Online Coding Challenges
Show steps
Strengthens programming skills, enhances problem-solving abilities, and provides immediate feedback.
Browse courses on
Coding Challenges
Show steps
-
Identify online coding platforms
-
Select challenges relevant to the course topics
-
Solve coding problems, debug code, and submit solutions for evaluation
Prompt Engineering Exercises
Show steps
Engage in guided exercises to strengthen prompt engineering skills and gain proficiency in crafting effective prompts.
Browse courses on
Prompt Engineering
Show steps
-
Practice writing prompts for different AI applications (e.g., text generation, image generation, code generation).
-
Compare and analyze the results of using different prompts.
-
Seek feedback from peers or instructors to refine prompt engineering techniques.
Explore Examples of Generative AI Applications
Show steps
Enhances your understanding of how to use AI applications in real-world scenarios.
Browse courses on
Generative AI
Show steps
-
Identify different categories of generative AI applications.
-
Find examples of these applications in industries such as healthcare, finance, and education.
-
Analyze the benefits and limitations of each application.
Join a Study Group
Show steps
Fosters collaboration, enhances understanding, and provides opportunities for peer support.
Show steps
-
Find or create a study group with other course participants
-
Establish regular meeting times and a communication platform
-
Review course materials, discuss concepts, and work together on assignments
Create a Prompt Engineering Guide
Show steps
Develop a comprehensive guide to prompt engineering techniques, providing practical examples and best practices.
Browse courses on
Prompt Engineering
Show steps
-
Research different prompt engineering approaches and techniques.
-
Gather and analyze real-world examples of effective prompts.
-
Organize the information into a structured and user-friendly format.
-
Create supporting materials such as infographics or videos to enhance understanding.
Practice Writing Prompts for AI Applications
Show steps
Writing prompts to guide AI applications is a skill that requires practice. This activity will provide you with opportunities to refine your prompting skills.
Browse courses on
Prompt Engineering
Show steps
-
Identify an AI application that you want to practice with.
-
Think about a specific task or outcome that you want to achieve with the AI application.
-
Write a series of prompts that guide the AI application towards the desired outcome.
-
Test your prompts with the AI application and iterate as needed.
Create a Chatbot
Show steps
Helps you practice the skills of utilizing AI applications and prompt engineering.
Browse courses on
Chatbot
Show steps
-
Choose a topic and define the chatbot's purpose.
-
Gather and prepare the training data.
-
Train the chatbot using ChatGPT's API and LangChain.
-
Test and evaluate the chatbot's performance.
-
Deploy the chatbot to a platform or website.
Attend an AI-Focused Workshop
Show steps
Provides intensive hands-on experience, exposure to industry experts, and opportunities for networking.
Show steps
-
Research and identify relevant AI workshops
-
Register and attend the workshop
-
Actively participate in discussions, exercises, and project development
Create a Sample AI Application
Show steps
Provides practical experience in developing and implementing AI applications, reinforcing course concepts.
Browse courses on
AI Applications
Show steps
-
Choose a specific AI application to develop
-
Design the application's functionality and user interface
-
Implement the application using AI technologies and prompt engineering techniques
-
Test and refine the application's performance
Develop a Prototype AI-Powered API Application
Show steps
Provides practical experience in creating a functional AI application.
Browse courses on
Prototype
Show steps
-
Define the purpose and scope of the application.
-
Design the API architecture and workflow.
-
Integrate ChatGPT's API and LangChain for AI functionality.
-
Develop the front-end interface and backend logic.
-
Test and refine the application's performance.
Develop an AI Application Prototype
Show steps
Creating a prototype is a great way to put your learning into practice and gain hands-on experience with AI applications.
Browse courses on
AI Applications
Show steps
-
Choose a specific problem or task that you want your AI application to solve.
-
Design the architecture and functionality of your AI application.
-
Develop the code for your AI application.
-
Test and evaluate your AI application.
-
Iterate on your design and code to improve the performance of your AI application.
Explore Additional AI Resources
Show steps
Supplements course materials, broadens knowledge, and exposes students to industry best practices.
Show steps
-
Identify online resources, such as tutorials, articles, and documentation
-
Select topics relevant to the course curriculum
-
Follow tutorials, read articles, and explore examples to gain additional insights
Build a Simple AI-Powered Application
Show steps
Apply course concepts by building a practical AI-powered application using Python and ChatGPT's API.
Browse courses on
AI Applications
Show steps
-
Identify a problem or task that can be solved using AI.
-
Design and develop the AI-powered application using Python and ChatGPT's API.
-
Test and evaluate the application's performance and accuracy.
-
Deploy the application and make it accessible to users.
Participate in a Hackathon or Competition
Show steps
Provides a challenging and immersive environment to apply course concepts, foster creativity, and showcase skills.
Show steps
-
Identify relevant hackathons or competitions
-
Form a team or work individually
-
Develop an innovative AI application or solution
-
Submit the application and participate in the event
Become a Course Mentor
Show steps
Reinforces understanding, develops communication skills, and fosters a supportive learning community.
Show steps
-
Apply to become a course mentor
-
Participate in training and support programs
-
Provide guidance, support, and feedback to other course participants
Review Generative AI and Prompt Engineering Concepts
Show steps
Review the basics of generative AI and prompt engineering to build a strong foundation for the course.
Browse courses on
Generative AI
Show steps
Show steps
Show steps
- Read introductory articles on generative AI and prompt engineering.
- Watch online videos to gain a visual understanding of the concepts.
- Participate in online forums and discussions to connect with experts and fellow learners.
Attend AI Industry Events
Show steps
Network with professionals in the AI industry to gain insights, learn about career opportunities, and stay updated on the latest trends.
Browse courses on
AI Applications
Show steps
Show steps
Show steps
- Identify and attend relevant conferences, meetups, or webinars focused on AI and its applications.
- Engage in conversations with speakers, attendees, and exhibitors.
- Stay informed about the latest AI news and developments.
Review Programming Basics
Show steps
Improves knowledge and skills needed for the course, which requires the ability to use a programming language.
Browse courses on
Python
Show steps
Show steps
Show steps
- Identify areas of programming knowledge that need improvement
- Review online tutorials or textbooks to refresh understanding of selected topics
- Complete practice exercises or coding challenges to reinforce skills
16 other activities
Expand to see all activities and additional details
Show all 19 activities
Follow AI and Prompt Engineering Tutorials
Show steps
Enhance your understanding of AI applications and prompt engineering techniques by following guided tutorials and online courses.
Browse courses on
AI Applications
Show steps
Show steps
Show steps
- Identify reputable sources for AI and prompt engineering tutorials.
- Follow the tutorials step-by-step and complete the exercises.
- Experiment with different techniques and apply them to your own projects.
Complete Online Coding Challenges
Show steps
Strengthens programming skills, enhances problem-solving abilities, and provides immediate feedback.
Browse courses on
Coding Challenges
Show steps
Show steps
Show steps
- Identify online coding platforms
- Select challenges relevant to the course topics
- Solve coding problems, debug code, and submit solutions for evaluation
Prompt Engineering Exercises
Show steps
Engage in guided exercises to strengthen prompt engineering skills and gain proficiency in crafting effective prompts.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Practice writing prompts for different AI applications (e.g., text generation, image generation, code generation).
- Compare and analyze the results of using different prompts.
- Seek feedback from peers or instructors to refine prompt engineering techniques.
Explore Examples of Generative AI Applications
Show steps
Enhances your understanding of how to use AI applications in real-world scenarios.
Browse courses on
Generative AI
Show steps
Show steps
Show steps
- Identify different categories of generative AI applications.
- Find examples of these applications in industries such as healthcare, finance, and education.
- Analyze the benefits and limitations of each application.
Join a Study Group
Show steps
Fosters collaboration, enhances understanding, and provides opportunities for peer support.
Show steps
Show steps
Show steps
- Find or create a study group with other course participants
- Establish regular meeting times and a communication platform
- Review course materials, discuss concepts, and work together on assignments
Create a Prompt Engineering Guide
Show steps
Develop a comprehensive guide to prompt engineering techniques, providing practical examples and best practices.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Research different prompt engineering approaches and techniques.
- Gather and analyze real-world examples of effective prompts.
- Organize the information into a structured and user-friendly format.
- Create supporting materials such as infographics or videos to enhance understanding.
Practice Writing Prompts for AI Applications
Show steps
Writing prompts to guide AI applications is a skill that requires practice. This activity will provide you with opportunities to refine your prompting skills.
Browse courses on
Prompt Engineering
Show steps
Show steps
Show steps
- Identify an AI application that you want to practice with.
- Think about a specific task or outcome that you want to achieve with the AI application.
- Write a series of prompts that guide the AI application towards the desired outcome.
- Test your prompts with the AI application and iterate as needed.
Create a Chatbot
Show steps
Helps you practice the skills of utilizing AI applications and prompt engineering.
Browse courses on
Chatbot
Show steps
Show steps
Show steps
- Choose a topic and define the chatbot's purpose.
- Gather and prepare the training data.
- Train the chatbot using ChatGPT's API and LangChain.
- Test and evaluate the chatbot's performance.
- Deploy the chatbot to a platform or website.
Attend an AI-Focused Workshop
Show steps
Provides intensive hands-on experience, exposure to industry experts, and opportunities for networking.
Show steps
Show steps
Show steps
- Research and identify relevant AI workshops
- Register and attend the workshop
- Actively participate in discussions, exercises, and project development
Create a Sample AI Application
Show steps
Provides practical experience in developing and implementing AI applications, reinforcing course concepts.
Browse courses on
AI Applications
Show steps
Show steps
Show steps
- Choose a specific AI application to develop
- Design the application's functionality and user interface
- Implement the application using AI technologies and prompt engineering techniques
- Test and refine the application's performance
Develop a Prototype AI-Powered API Application
Show steps
Provides practical experience in creating a functional AI application.
Browse courses on
Prototype
Show steps
Show steps
Show steps
- Define the purpose and scope of the application.
- Design the API architecture and workflow.
- Integrate ChatGPT's API and LangChain for AI functionality.
- Develop the front-end interface and backend logic.
- Test and refine the application's performance.
Develop an AI Application Prototype
Show steps
Creating a prototype is a great way to put your learning into practice and gain hands-on experience with AI applications.
Browse courses on
AI Applications
Show steps
Show steps
Show steps
- Choose a specific problem or task that you want your AI application to solve.
- Design the architecture and functionality of your AI application.
- Develop the code for your AI application.
- Test and evaluate your AI application.
- Iterate on your design and code to improve the performance of your AI application.
Explore Additional AI Resources
Show steps
Supplements course materials, broadens knowledge, and exposes students to industry best practices.
Show steps
Show steps
Show steps
- Identify online resources, such as tutorials, articles, and documentation
- Select topics relevant to the course curriculum
- Follow tutorials, read articles, and explore examples to gain additional insights
Build a Simple AI-Powered Application
Show steps
Apply course concepts by building a practical AI-powered application using Python and ChatGPT's API.
Browse courses on
AI Applications
Show steps
Show steps
Show steps
- Identify a problem or task that can be solved using AI.
- Design and develop the AI-powered application using Python and ChatGPT's API.
- Test and evaluate the application's performance and accuracy.
- Deploy the application and make it accessible to users.
Participate in a Hackathon or Competition
Show steps
Provides a challenging and immersive environment to apply course concepts, foster creativity, and showcase skills.
Show steps
Show steps
Show steps
- Identify relevant hackathons or competitions
- Form a team or work individually
- Develop an innovative AI application or solution
- Submit the application and participate in the event
Become a Course Mentor
Show steps
Reinforces understanding, develops communication skills, and fosters a supportive learning community.
Show steps
Show steps
Show steps
- Apply to become a course mentor
- Participate in training and support programs
- Provide guidance, support, and feedback to other course participants
Career center
Learners who complete AI Applications and Prompt Engineering will develop knowledge and skills
that may be useful to these careers:
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers are responsible for designing, developing, and deploying machine learning models. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Machine Learning Engineers. You will learn how to use AI applications to automate tasks, improve efficiency, and create new products and services. This course can also help you develop the technical skills that are essential for success in this field.
AI Engineer
AI Engineer
AI Engineers are responsible for designing, developing, and deploying AI systems. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for AI Engineers. You will learn how to use AI applications to automate tasks, improve efficiency, and create new products and services. This course can also help you develop the technical skills that are essential for success in this field.
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, analyzing, and interpreting data to help businesses make informed decisions. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Data Analysts. You will learn how to use AI applications to automate tasks, improve efficiency, and gain insights from data. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Data Scientist
Data Scientist
Data Scientists are responsible for collecting, analyzing, and interpreting data to help businesses make informed decisions. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Data Scientists. You will learn how to use AI applications to automate tasks, improve efficiency, and gain insights from data. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Software Engineer
Software Engineer
Software Engineers are responsible for designing, developing, and maintaining software applications. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Software Engineers. You will learn how to use AI applications to automate tasks, improve efficiency, and create new products and services. This course can also help you develop the technical skills that are essential for success in this field.
Business Analyst
Business Analyst
Business Analysts are responsible for analyzing business processes and identifying areas for improvement. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Business Analysts. You will learn how to use AI applications to automate tasks, improve efficiency, and gain insights from data. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Product Manager
Product Manager
Product Managers are responsible for planning, developing, and launching new products and services. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Product Managers. You will learn how to use AI applications to automate tasks, improve efficiency, and create new products and services. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Instructional Designer
Instructional Designer
Instructional Designers are responsible for designing and developing learning materials. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Instructional Designers. You will learn how to use AI applications to automate tasks, improve efficiency, and create more effective learning materials. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Technical Writer
Technical Writer
Technical Writers are responsible for creating and maintaining technical documentation. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Technical Writers. You will learn how to use AI applications to automate tasks, improve efficiency, and create more effective technical documentation. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Customer Success Manager
Customer Success Manager
Customer Success Managers are responsible for ensuring that customers are satisfied with their products and services. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Customer Success Managers. You will learn how to use AI applications to automate tasks, improve efficiency, and provide better customer service. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
User Experience Designer
User Experience Designer
User Experience Designers are responsible for designing and evaluating the user experience of products and services. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for User Experience Designers. You will learn how to use AI applications to automate tasks, improve efficiency, and create more user-friendly products and services. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Sales Manager
Sales Manager
Sales Managers are responsible for leading and motivating sales teams. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Sales Managers. You will learn how to use AI applications to automate tasks, improve efficiency, and manage sales teams more effectively. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Project Manager
Project Manager
Project Managers are responsible for planning, executing, and closing projects. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Project Managers. You will learn how to use AI applications to automate tasks, improve efficiency, and manage projects more effectively. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Marketing Manager
Marketing Manager
Marketing Managers are responsible for planning, executing, and measuring marketing campaigns. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Marketing Managers. You will learn how to use AI applications to automate tasks, improve efficiency, and create more effective marketing campaigns. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
Operations Manager
Operations Manager
Operations Managers are responsible for overseeing the day-to-day operations of a business. This course can help you build a foundation in AI applications and prompt engineering, which are essential skills for Operations Managers. You will learn how to use AI applications to automate tasks, improve efficiency, and manage operations more effectively. This course can also help you develop the critical thinking and problem-solving skills that are essential for success in this field.
For more career information including salaries, visit:
OpenCourser.com/course/h6w9it/ai
Reading list
We've selected eight 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
AI Applications and Prompt Engineering.
Save
Provides a comprehensive overview of computer vision, including its algorithms, techniques, and applications. It great resource for anyone who wants to gain a deep understanding of computer vision.
Save
Provides a comprehensive overview of generative AI, including its algorithms, techniques, and applications. It great resource for anyone who wants to gain a deep understanding of generative AI.
Save
Provides a comprehensive overview of deep learning, including its algorithms, techniques, and applications. It great resource for anyone who wants to gain a deep understanding of deep learning.
Provides a comprehensive overview of natural language processing, including its algorithms, techniques, and applications. It great resource for anyone who wants to gain a deep understanding of NLP.
Save
Provides a comprehensive overview of AI, including its history, key concepts, and future directions. It great resource for anyone who wants to gain a foundational understanding of AI.
Provides a comprehensive guide to deep learning with Python. It covers topics such as neural networks, convolutional neural networks, and recurrent neural networks. This book great resource for anyone who wants to learn more about deep learning and apply it to real-world problems.
Provides a comprehensive overview of AI, including its history, key concepts, and future directions. It great resource for anyone who wants to gain a foundational understanding of AI.
Provides a gentle introduction to machine learning concepts and algorithms. It good resource for anyone who wants to gain a foundational understanding of machine learning.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/h6w9it/ai
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Effort
5 to 10 hours per week for 1 week
Level
Introductory
Via
edX
Institution
edX
Instructor
edX Boot Camps
Session
March 31, 2024
- September 16, 2026
Language
English
Transcript
English
Good to know
Introduces concepts in AI applications, prompt engineering, and machine learning that are highly relevant to many business applications and initiatives
Develops skills in structuring questions and requests to optimize AI application performance
Provides hands-on experience in leveraging LangChain and ChatGPT to create AI-powered applications
Requires credit card for access to OpenAI's ChatGPT API, which may pose a barrier to students without one
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