What skills can I learn from Generative AI courses on Coursera?

Coursera’s Generative AI courses provide learners with the skills to engage with one of the most innovative areas of artificial intelligence : Understanding the principles behind generative models like GANs (Generative Adversarial Networks) and VAEs (Variational Autoencoders). Techniques for creating synthetic data, artworks, and realistic simulations. Application of generative AI in various domains such as music, video, and text. Programming skills to develop generative models using TensorFlow and PyTorch . Ethical considerations in deploying generative AI technologies. Best practices for training and optimizing generative models to ensure quality and efficiency.

Do I need prior experience in AI or machine learning to start learning Generative AI on Coursera?

Generative AI courses on Coursera are structured to accommodate learners with different levels of expertise: Beginners can start with introductory courses that cover basic AI concepts and foundational machine learning knowledge. Intermediate learners can improve their understanding of deep learning and start working with generative models. Advanced participants can explore cutting-edge applications and techniques in generative AI.

What certifications and credentials can I earn through Generative AI courses on Coursera?

Upon completing Generative AI courses on Coursera, learners can obtain credentials that may assist in their professional and academic pursuits: Professional certificates that signify a foundational understanding and practical skills in generative AI. Specializations that focus on specific aspects of generative AI, such as neural networks or creative applications. Certificates that can be showcased to employers and academic institutions as evidence of specialized knowledge in a rapidly advancing field.

What career opportunities can be pursued with skills in Generative AI?

Skills in Generative AI open the door to a range of cutting-edge career opportunities: AI Research Scientist, developing new methods and technologies in generative AI. Creative Technologist, integrating AI into digital art, marketing, and entertainment. Machine Learning Engineer , specializing in building and training generative models. Product Developer , using generative AI to innovate product designs and features. Data Scientist , employing generative models for data augmentation and complex analyses.

How can I purchase GenAI training courses for my team?

Looking to enhance your team's GenAI skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our GenAI training options and make a purchase, please visit our Coursera for Teams page.

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Explore the Generative AI Course Catalog

Rutgers the State University of New Jersey
Generative AI and ESG
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Generative AI, Data Ethics, Corporate Sustainability, Regulation and Legal Compliance, OpenAI, Sustainability Reporting, ChatGPT, Environmental Resource Management, Artificial Intelligence and Machine Learning (AI/ML), Compliance Reporting, Product Development, Stakeholder Engagement
4.9
Rating, 4.9 out of 5 stars
9 reviews
Intermediate · Course · 1 - 3 Months
IBM
Generative AI: Impact, Considerations, and Ethical Issues
Skills you'll gain: Data Ethics, Generative AI, Business Ethics, Socioeconomics, Artificial Intelligence, Regulatory Compliance, Social Sciences, Governance, Law, Regulation, and Compliance, Information Privacy, Workforce Management, Workforce Development, Accountability, Safety and Security
4.7
Rating, 4.7 out of 5 stars
155 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Exploring Generative AI for Learning Design
Skills you'll gain: Generative AI, Ideation, Persona Development, Design Thinking, Artificial Intelligence
4.4
Rating, 4.4 out of 5 stars
21 reviews
Beginner · Course · 1 - 4 Weeks
Fractal Analytics
Leadership Strategies for AI and Generative AI
Skills you'll gain: Data Ethics, Human Centered Design, Problem Solving, Critical Thinking, Strategic Leadership, Generative AI, Artificial Intelligence, Business Strategy, Ethical Standards And Conduct, Analytical Skills, Design Thinking, Data Strategy, Information Privacy, Personally Identifiable Information, Business Leadership, Business Transformation, Strategic Decision-Making, Key Performance Indicators (KPIs), Business Marketing, Strategic Thinking
4.6
Rating, 4.6 out of 5 stars
121 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free
Amazon Web Services
Generative AI for Executives
Skills you'll gain: Amazon Web Services, Emerging Technologies, Business Transformation, Technical Communication, Digital Transformation, Business Leadership, Workforce Development, Business Strategy, Business Communication
3.6
Rating, 3.6 out of 5 stars
17 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Google Cloud
Introduction to Generative AI - Español
Skills you'll gain: Generative AI, Application Development, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Machine Learning
4.6
Rating, 4.6 out of 5 stars
201 reviews
Beginner · Course · 1 - 4 Weeks
IBM
Generative AI Language Modeling with Transformers
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Natural Language Processing, Text Mining, Artificial Neural Networks, Deep Learning, Applied Machine Learning
4.6
Rating, 4.6 out of 5 stars
48 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
Generative AI for Keyword Research
Skills you'll gain: Generative AI, Search Engine Optimization, Search Engine Marketing, Marketing, ChatGPT, Automation, Digital Marketing, Competitive Analysis
4.7
Rating, 4.7 out of 5 stars
18 reviews
Intermediate · Course · 1 - 4 Weeks
Fractal Analytics
Generative AI in User Research and Design Thinking
Skills you'll gain: Critical Thinking, Problem Solving, User Research
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Adobe Photoshop for Beginners: Generative AI Images
Skills you'll gain: Adobe Photoshop, Generative AI, Adobe Creative Cloud, Data Import/Export, Graphics Software, Editing, Graphic and Visual Design, File Management
4.8
Rating, 4.8 out of 5 stars
16 reviews
Beginner · Guided Project · Less Than 2 Hours
Vanderbilt University
Generative AI for Legal Services Primer
Skills you'll gain: Generative AI, Data Ethics, ChatGPT, Law, Regulation, and Compliance, Artificial Intelligence, Information Privacy, Automation
4.7
Rating, 4.7 out of 5 stars
35 reviews
Beginner · Course · 1 - 4 Weeks
DeepLearning.AI
Introduction to Generative AI for Software Development
Skills you'll gain: ChatGPT, Generative AI, Code Review, OpenAI, Software Development, Natural Language Processing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming, Persona Development
4.7
Rating, 4.7 out of 5 stars
363 reviews
Beginner · Course · 1 - 4 Weeks