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.

Top Generative Ai Courses - Learn Generative Ai Online

Explore the Generative AI Course Catalog

University of California, Davis
Computer Simulations
Skills you'll gain: Simulations, Social Sciences, Systems Thinking, Network Analysis, Computational Thinking, Data Modeling, Sociology, Economics, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming
4.4
Rating, 4.4 out of 5 stars
80 reviews
Beginner · Course · 1 - 4 Weeks
New York Institute of Finance
Future Development in Supply Chain Finance and Blockchain Technology
Skills you'll gain: Blockchain, FinTech, Transaction Processing, Supply Chain, Emerging Technologies, Business Technologies, Distributed Computing, Interoperability, Data Sharing
4.4
Rating, 4.4 out of 5 stars
96 reviews
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Digital Twins
Skills you'll gain: Manufacturing Operations, Digital Transformation, Technology Strategies, Business Modeling, Production Process, Product Lifecycle Management, Asset Management, Internet Of Things, Business Metrics, Simulation and Simulation Software, Real Time Data, Risk Analysis, Systems Integration, Cybersecurity, Artificial Intelligence and Machine Learning (AI/ML)
4.6
Rating, 4.6 out of 5 stars
87 reviews
Beginner · Course · 1 - 4 Weeks
Tecnológico de Monterrey
Inteligencia Artificial centrada en el ser humano
Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Automation, Human Machine Interfaces, Machine Learning, Human Computer Interaction, Social Justice, Human Centered Design, Ethical Standards And Conduct
4.7
Rating, 4.7 out of 5 stars
104 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
DeepLearning.AI
Prompt Engineering with Llama 2&3
Skills you'll gain: Generative AI, Open Source Technology, Cloud API, Secure Coding, Computer Programming
4.4
Rating, 4.4 out of 5 stars
28 reviews
Beginner · Project · Less Than 2 Hours
Status: Free
Amazon Web Services
Responsible AI Practices
Skills you'll gain: Human Centered Design, Data Ethics, Human Computer Interaction, Artificial Intelligence, AWS SageMaker, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
3.7
Rating, 3.7 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Kennesaw State University
AI for Marketing: SWOT Analysis
Skills you'll gain: ChatGPT, Generative AI, Competitive Analysis, Analysis, Market Analysis, Marketing Analytics, Artificial Intelligence, Business Ethics, Marketing Strategies
Beginner · Course · 1 - 4 Weeks
University of California, Davis
Computational Social Science Capstone Project
Skills you'll gain: Network Analysis, Natural Language Processing, Web Scraping, Data Cleansing, Data Manipulation, Databases, Social Sciences, Trend Analysis, Data Collection, Big Data, Simulations, Machine Learning, Computational Thinking, Data Visualization Software, Artificial Intelligence and Machine Learning (AI/ML)
4.6
Rating, 4.6 out of 5 stars
37 reviews
Intermediate · Course · 1 - 4 Weeks
Rutgers the State University of New Jersey
AI Ethics in Business
Skills you'll gain: Business Ethics, Data Ethics, Regulatory Compliance, Governance, Compliance Management, Artificial Intelligence, Business Management, Regulatory Affairs, Accountability, Information Privacy, Personally Identifiable Information, Decision Making, Generative AI
Intermediate · Course · 1 - 3 Months
EIT Digital
Web of Data
Skills you'll gain: Semantic Web, Query Languages, Data Management, Data Integration, Data Access, Data Sharing, Data Mining, Data Transformation, Interoperability, Extensible Markup Language (XML), Web Services, Data Modeling
4.1
Rating, 4.1 out of 5 stars
90 reviews
Intermediate · Course · 1 - 4 Weeks
Scrimba
Prompt Engineering for Web Developers
Skills you'll gain: Debugging, ChatGPT, Pseudocode, Web Development, Generative AI, Web Development Tools, Artificial Intelligence, Program Development, Software Development Tools, Computer Programming, Role-Based Access Control (RBAC)
3.7
Rating, 3.7 out of 5 stars
14 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
LangChain: Application Development Essentials
Skills you'll gain: Application Development, Cloud Applications, OpenAI, Application Frameworks, Generative AI, Artificial Intelligence, Natural Language Processing
3.2
Rating, 3.2 out of 5 stars
21 reviews
Beginner · Course · 1 - 4 Weeks