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ChatGPT Teach-Out

Teach-Out Experts
This Teach-Out introduces learners to artificial intelligence and explains how large language models and chatbots like ChatGPT work. You will better understand the ethical use of artificial intelligence, the implications of authorship, and how tools like...
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This Teach-Out introduces learners to artificial intelligence and explains how large language models and chatbots like ChatGPT work. You will better understand the ethical use of artificial intelligence, the implications of authorship, and how tools like ChatGPT might be utilized and regulated moving forward. ChatGPT launched in November 2022 in an effort to enhance natural language processing tasks like translation, text summarization, and text generation. Within five days of release, ChatGPT crossed 1 million users. By the two-month mark, it surpassed 100 million users. Soon after its launch, concerns regarding the ethical implications of ChatGPT's usage began to emerge, particularly in education. This Teach-Out brings together University of Michigan experts on communication technology, the economy, artificial intelligence, natural language processing, healthcare delivery, and law to discuss the impacts of ChatGPT now and into the future. This Teach-Out will answer: - What is ChatGPT and how does it work? - What are the benefits and drawbacks of using ChatGPT? - What are legal implications of using ChatGPT? - How have society, the economy, and education responded to ChatGPT? - How might ChatGPT be integrated into society moving forward? All contents of this Teach-Out are licensed as CC BY-SA with the exception of the course image.
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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Teaches how to recognize and avoid ethical dilemmas that may arise when using ChatGPT-like tools
Provides up-to-date information on the ethical ramifications of generative AI tools that have entered the public consciousness recently
Provides a comprehensive overview of the latest advancements in large language models and conversational AI
Features instructors who are experts in their respective fields of law, communication technology, healthcare, and more
Investigates the impact of generative AI in realms such as education, business, and society
Challenging yet rewarding learning experience for those eager to grapple with important issues

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Career center

Learners who complete ChatGPT Teach-Out will develop knowledge and skills that may be useful to these careers:
Natural Language Processing Researcher
As a Natural Language Processing Researcher, you will research and develop methods to improve the interaction between computers and humans using natural language. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which will be essential for success in this role. The course will cover topics such as text summarization, text generation, and machine translation, which are all core skills for NLP Researchers.
Speech Scientist
Speech Scientists research, design, and develop speech recognition and synthesis technologies. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are essential for success in this role. The course will cover topics such as speech recognition, speech synthesis, and speaker recognition, which are all core skills for Speech Scientists.
Machine Learning Engineer
Machine Learning Engineers design, develop, and deploy machine learning models. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are essential for success in this role. The course will cover topics such as machine learning algorithms, model evaluation, and data analysis, which are all core skills for Machine Learning Engineers.
Data Scientist
Data Scientists collect, analyze, and interpret data to help businesses make better decisions. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Data Scientists. The course will cover topics such as data analysis, data visualization, and machine learning, which are all core skills for Data Scientists.
Software Engineer
Software Engineers design, develop, and test software applications. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Software Engineers. The course will cover topics such as software design, software testing, and data structures, which are all core skills for Software Engineers.
Product Manager
Product Managers define, develop, and launch new products. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Product Managers. The course will cover topics such as product development, product marketing, and user experience, which are all core skills for Product Managers.
Business Analyst
Business Analysts help businesses improve their performance by analyzing and interpreting data. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Business Analysts. The course will cover topics such as data analysis, data visualization, and business process improvement, which are all core skills for Business Analysts.
Technical Writer
Technical Writers create and maintain documentation for software and other technical products. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Technical Writers. The course will cover topics such as technical writing, user experience, and information design, which are all core skills for Technical Writers.
User Experience Researcher
User Experience Researchers study how users interact with products and services. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for User Experience Researchers. The course will cover topics such as user research, user testing, and user interface design, which are all core skills for User Experience Researchers.
Marketing Manager
Marketing Managers develop and execute marketing campaigns to promote products and services. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Marketing Managers. The course will cover topics such as marketing strategy, digital marketing, and social media marketing, which are all core skills for Marketing Managers.
Sales Manager
Sales Managers lead and motivate sales teams to achieve sales goals. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Sales Managers. The course will cover topics such as sales strategy, customer relationship management, and negotiation, which are all core skills for Sales Managers.
Customer Success Manager
Customer Success Managers ensure that customers are satisfied with products and services. This course will provide you with a strong foundation in natural language processing and artificial intelligence, which are increasingly important skills for Customer Success Managers. The course will cover topics such as customer service, customer relationship management, and product knowledge, which are all core skills for Customer Success Managers.
Operations Manager
Operations Managers oversee the day-to-day operations of a business. This course may be useful for Operations Managers who want to learn more about natural language processing and artificial intelligence as these technologies become increasingly important in business operations. However, this course is not specifically tailored to the needs of Operations Managers.
Financial Analyst
Financial Analysts provide financial advice to businesses and individuals. This course may be useful for Financial Analysts who want to learn more about natural language processing and artificial intelligence as these technologies become increasingly important in financial analysis. However, this course is not specifically tailored to the needs of Financial Analysts.
Accountant
Accountants prepare and maintain financial records for businesses. This course may be useful for Accountants who want to learn more about natural language processing and artificial intelligence as these technologies become increasingly important in accounting. However, this course is not specifically tailored to the needs of Accountants.

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 ChatGPT Teach-Out.
Is commonly used as a textbook at academic institutions or by industry professionals. It provides a comprehensive overview of AI, covering the foundational concepts, algorithms, and applications of the field. It serves as a good addition to this course and offers a more in-depth exploration of the material.
While not specifically focused on ChatGPT, this book provides a comprehensive overview of deep learning, the field of machine learning that underlies ChatGPT and other AI systems. It provides a valuable foundation for understanding the technical underpinnings of these technologies.
Delves deeper into natural language processing, providing valuable insights into the field and practical applications of NLP in various domains. It explores advanced NLP techniques and serves as a useful reference for individuals seeking to expand their knowledge in this area.
Offers a practical introduction to machine learning, covering essential concepts, algorithms, and tools. It provides a good starting point for individuals seeking to gain hands-on experience in machine learning and its applications.
Useful reference tool for those interested in the practical implementation of deep learning models. It provides hands-on experience with real-world datasets and helps bridge the gap between theory and practice.
Explores the history and future of AI, discussing the potential for AI to solve some of the world's most pressing problems, such as climate change and poverty. Domingos provides a thought-provoking perspective on the potential of AI and its implications for human society.
Provides a thought-provoking exploration of the potential impact of AI on human society. Kaku discusses the potential benefits of AI, such as increased productivity and improved healthcare, as well as the potential risks, such as job displacement and the rise of autonomous weapons.

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