Exploring AI Possibilities from Coursera

This course on Exploring AI Possibilities for Decision Makers explores the growing use of AI across disciplines and its potential benefits and challenges. The course covers necessary context, such as discussing what AI is, how it works, and key definitions in AI. Through exploring the many AI possibilities at your fingertips, you will build leadership skills for helping your business or community work more efficiently, creatively, and ethically.

Unique Features of this Course

- Explanation of AI with minimal jargon

- Beginner friendly for those who want to get started learning how to leverage generative AI

- Focus on the application for busy workplace leaders

- Emphasis on responsible and ethical use of AI

- Useful ideas for how to leverage tools to make your work better and more efficient

- A fun and playful approach to learning

Key Words

Artificial Intelligence (AI), Generative AI, Large Language Models (LLMs), Data Science, Technology Leadership, Technology-driven Workplace

Intended Audience

- Professionals looking to understand AI at a strategic level

- Industry and non-profit leaders and decision makers

- Anyone curious about how AI can be harnessed for technology

Learning Objectives

- Define AI using our three part framework: the data, algorithm, and interface

- Identify common technologies and whether or not they are AI

- Explain the essential "behind the scenes" technology of how AI works

- Identify possibilities for using AI while understanding its limitations

Accessibility

We are committed to making our content accessible and available to all. We welcome any feedback you might have at https://forms.gle/3sTZpctxzYyhj74NA. Questions related to accessibility accommodations should be directed to https://studentserviceportal.force.com/s/.

What's inside

Syllabus

Exploring AI Possibilities

This course on Exploring AI Possibilities for Decision Makers explores the growing use of AI across disciplines and its potential benefits and challenges.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Explores the growing use of AI across disciplines and its potential benefits and challenges

Provides a comprehensive overview of AI concepts, including definitions and how AI works

Focuses on the application of AI for workplace leaders, emphasizing efficient and creative use

Highlights the responsible and ethical use of AI, promoting ethical decision-making

Emphasizes hands-on learning through the use of tools to enhance productivity

Taught by Ava Hoffman, PhD, an experienced researcher and educator in the field of AI

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 Exploring AI Possibilities with these activities:

Review Advanced Mathematical Concepts

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Refresh your understanding of advanced mathematical concepts to strengthen your comprehension of AI algorithms and models.

Browse courses on Linear Algebra

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Refer to textbooks or online resources to cover key concepts in linear algebra, calculus, statistics, and probability.
Practice solving problems related to these concepts to reinforce your understanding.

Review Data Analysis Techniques

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Refresh your data analysis skills to effectively handle AI models' data.

Browse courses on Data Analysis

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Review basic data analysis techniques.
Practice using data analysis tools and techniques.
Complete a data analysis project.

Organize Course Materials

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Take control of your notes and materials to enhance comprehension.

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Gather lecture notes, assignments, and resources.
Create a system for organizing materials.

Eight other activities

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Review Course Text

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Familiarize yourself with the terminology and key concepts AI technology.

View Artificial Intelligence: A Modern Approach,... on Amazon

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Begin reading the first chapter.
Make margin notes or annotations while reading.
Create a concept map to understand the interconnectedness of the key concepts.

AI Terminology Exercises

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Reinforce understanding of key AI terms and concepts.

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Identify different AI terminology and definitions.
Complete practice exercises to test your understanding.
Review your results and identify areas for improvement.

Explore Beginner-Friendly AI Projects

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Engage in guided tutorials to gain hands-on experience with AI applications, building your confidence and understanding.

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Identify a beginner-friendly AI project that aligns with your interests.
Follow step-by-step tutorials to build and execute the project.
Document your learnings and challenges encountered during the project.

Participate in AI Discussion Forums

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Join online discussion forums to engage with peers, exchange ideas, and deepen your understanding of AI concepts.

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Identify relevant AI discussion forums or groups.
Participate actively in discussions, asking thoughtful questions and sharing your perspectives.
Provide constructive feedback to other participants, fostering a collaborative learning environment.

Understanding Generative AI

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Increase your understanding of generative AI and its numerous applications.

Browse courses on Generative AI

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Locate online tutorials on generative AI.
Follow the tutorials and work through the exercises.
Experiment with different generative AI models.
Share your findings with classmates or colleagues.

Develop an AI Case Study

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Apply what you have learned about AI to a practical business scenario.

Browse courses on AI Ethics

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Choose an industry or business problem.
Research how AI can be used to address the problem.
Develop a detailed case study outlining your findings.
Present your case study to your peers.

AI Hackathon

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Put your AI skills to the test and learn from others in a collaborative environment.

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Find an AI hackathon to participate in.
Form a team or work independently.
Develop an AI project and present it to a panel of judges.

Develop an AI Glossary

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Create a comprehensive AI glossary that defines and explains key terms to enhance your understanding and communication skills.

Browse courses on Terminology

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Compile a list of essential AI terms and concepts.
Research and define each term accurately, providing clear explanations.
Organize the glossary alphabetically or by categories.

Career center

Learners who complete Exploring AI Possibilities will develop knowledge and skills that may be useful to these careers:

Artificial Intelligence Engineer

Artificial Intelligence Engineers research, design, and develop AI systems. They work on a wide range of projects, from self-driving cars to medical diagnosis tools. This course will provide you with a comprehensive overview of AI, including its history, key concepts, and potential applications. You will also learn about the ethical and societal implications of AI.

See salaries and explore the career path for Artificial Intelligence Engineer

Machine Learning Engineer

Machine Learning Engineers design, build, and maintain machine learning models. They use their knowledge of AI algorithms and data science techniques to develop models that can learn from data and make predictions. This course will give you a strong foundation in the fundamentals of AI, including its underlying technologies, key definitions, and ethical considerations. You will also learn how to identify opportunities for using AI in real-world applications.

See salaries and explore the career path for Machine Learning Engineer

Business Analyst

Business Analysts help organizations improve their performance by analyzing data and identifying opportunities for improvement. They use their knowledge of business processes and AI techniques to develop solutions that can help organizations make better decisions. This course will give you a solid understanding of the potential benefits and challenges of AI, as well as the skills you need to identify and implement AI solutions in a business setting.

See salaries and explore the career path for Business Analyst

Consultant

Consultants provide advice and guidance to organizations on a wide range of topics. They use their knowledge of business processes and AI techniques to help organizations improve their performance. This course will give you a solid understanding of the potential benefits and challenges of AI, as well as the skills you need to identify and implement AI solutions in an organizational setting.

See salaries and explore the career path for Consultant

Entrepreneur

Entrepreneurs start and run their own businesses. They use their knowledge of business principles and AI tools to identify opportunities, develop products and services, and build successful businesses. This course will give you a strong understanding of the potential benefits and challenges of AI, as well as the skills you need to use AI tools and techniques to launch and grow your own business.

See salaries and explore the career path for Entrepreneur

Marketer

Marketers develop and execute marketing campaigns to promote products and services. They use their knowledge of marketing principles and AI tools to create campaigns that reach and engage target audiences. This course will give you a strong understanding of the potential benefits and challenges of AI, as well as the skills you need to use AI tools and techniques to improve your marketing efforts.

See salaries and explore the career path for Marketer

Data Scientist

Data Scientists combine programming skills, analytical thinking, and knowledge of data analysis techniques to extract insights from data. As AI becomes increasingly data-driven, the skills you learn in this course - including defining AI, understanding its limitations, and identifying use cases - will be valuable. This course may also help you build a foundation for working with large language models (LLMs) and other generative AI tools, which are becoming increasingly important in the field of data science.

See salaries and explore the career path for Data Scientist

Data Analyst

Data Analysts collect, clean, and analyze data to help organizations make better decisions. They use their knowledge of data analysis techniques and AI algorithms to identify trends and patterns in data. This course will give you a strong foundation in the fundamentals of AI, as well as the skills you need to use AI tools and techniques to analyze data.

See salaries and explore the career path for Data Analyst

Product Manager

Product Managers are responsible for the development and launch of new products. They work with engineers, designers, and marketers to create products that meet the needs of users. This course will give you a strong understanding of the potential benefits and challenges of AI, as well as the skills you need to develop and launch AI-powered products.

See salaries and explore the career path for Product Manager

Researcher

Researchers conduct research to advance knowledge in a particular field. They use their knowledge of research methods and AI techniques to design and conduct studies that can lead to new insights and discoveries. This course will give you a strong foundation in the fundamentals of AI, as well as the skills you need to use AI tools and techniques to conduct research.

See salaries and explore the career path for Researcher

Salesperson

Salespeople sell products and services to customers. They use their knowledge of sales techniques and AI tools to identify and qualify leads, build relationships with customers, and close deals. This course will give you a strong understanding of the potential benefits and challenges of AI, as well as the skills you need to use AI tools and techniques to increase your sales.

See salaries and explore the career path for Salesperson

Software Engineer

Software Engineers design, develop, and maintain software systems. They use their knowledge of programming languages and software development tools to create software that meets the needs of users. This course will give you a strong foundation in the fundamentals of AI, including its underlying technologies and key definitions. You will also learn how to use AI techniques to develop more efficient and effective software.

See salaries and explore the career path for Software Engineer

Project Manager

Project Managers plan and execute projects to achieve specific goals. They use their knowledge of project management techniques and AI tools to manage projects efficiently and effectively. This course will give you a strong foundation in the fundamentals of AI, as well as the skills you need to use AI tools and techniques to manage projects.

See salaries and explore the career path for Project Manager

Technical Writer

Technical Writers create documentation and other materials that explain complex technical concepts to non-technical audiences. They use their knowledge of technical subjects and AI tools to create clear and concise documentation that is easy to understand. This course will give you a strong foundation in the fundamentals of AI, as well as the skills you need to use AI tools and techniques to create technical documentation.

See salaries and explore the career path for Technical Writer

Teacher

Teachers educate students in a variety of subjects. They use their knowledge of educational methods and AI tools to create lesson plans and deliver instruction that is engaging and effective. This course will give you a strong foundation in the fundamentals of AI, as well as the skills you need to use AI tools and techniques to enhance your teaching.

See salaries and explore the career path for Teacher