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 GenAI Course Catalog

Duke University
Introduction to Retrieval Augmented Generation (RAG)
Skills you'll gain: Data Import/Export, Pandas (Python Package), Generative AI, OpenAI, Application Programming Interface (API), Data Manipulation, Databases, Artificial Intelligence, Data Storage Technologies
4.3
Rating, 4.3 out of 5 stars
35 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Prompt Engineering Generative AI for Marketing & Advertising
Skills you'll gain: Generative AI, A/B Testing, Copywriting, Advertising, Marketing, Marketing Psychology, Content Creation, Marketing Strategies, Marketing Analytics, Social Media Content, Digital Marketing
4.4
Rating, 4.4 out of 5 stars
44 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Promptly for Beginners: Build a Generative AI App
Skills you'll gain: Generative AI, Artificial Intelligence, Application Development, Application Deployment, Content Creation, Social Media Marketing, Content Marketing, Product Improvement, User Interface (UI), User Feedback
4.5
Rating, 4.5 out of 5 stars
14 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Gen AI for Software Development: Code Generation for Python
Skills you'll gain: Generative AI, Development Environment, Software Development Tools, Artificial Intelligence, Python Programming, Computer Programming, Interactive Design
3.8
Rating, 3.8 out of 5 stars
6 reviews
Beginner · Guided Project · Less Than 2 Hours
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
25 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Microsoft
Build a computer vision app with Azure Cognitive Services
Skills you'll gain: Application Programming Interface (API), Microsoft Azure, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), User Accounts, Image Analysis, Artificial Intelligence, Cloud Computing
4.5
Rating, 4.5 out of 5 stars
265 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Generative AI with Vertex AI: Build a customer chatbot
Skills you'll gain: Google Cloud Platform, Text Mining, Application Programming Interface (API), Generative AI, Natural Language Processing, Artificial Intelligence, Data Processing, Cloud Computing
4.5
Rating, 4.5 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Scrimba
Build an AI Personal Assistant with a Vector Database
Skills you'll gain: Web Development, Web Applications, HTML and CSS, Natural Language Processing, Javascript, Databases, Real Time Data, Artificial Intelligence, Interactive Design, User Interface (UI), API Design
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Deep Learning with PyTorch : Generative Adversarial Network
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning
4.5
Rating, 4.5 out of 5 stars
80 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Data Visualization with OpenAI API: Generate code with GenAI
Skills you'll gain: Generative AI, Data Visualization Software, OpenAI, Matplotlib, Data Analysis Software, Seaborn, Pandas (Python Package), Application Programming Interface (API), Python Programming, Data Manipulation, Natural Language Processing
4.4
Rating, 4.4 out of 5 stars
9 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
ChatGPT for Beginners: Save time with Microsoft Excel
Skills you'll gain: Microsoft Excel, ChatGPT, Excel Formulas, Text Mining, Data Cleansing, Data Manipulation, Spreadsheet Software, Unstructured Data, Generative AI, Data Analysis, Natural Language Processing
4.7
Rating, 4.7 out of 5 stars
266 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
ChatGPT for Beginners: SciFi Writing with Dall-e
Skills you'll gain: ChatGPT, OpenAI, Generative AI, Artificial Intelligence, Storytelling, Writing, Image Analysis, Content Creation, Creativity
4.5
Rating, 4.5 out of 5 stars
327 reviews
Beginner · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular generative ai courses

Introduction to Retrieval Augmented Generation (RAG): Duke University
Prompt Engineering Generative AI for Marketing & Advertising: Coursera Project Network
Promptly for Beginners: Build a Generative AI App: Coursera Project Network
Gen AI for Software Development: Code Generation for Python: Coursera Project Network
Adobe Photoshop for Beginners: Generative AI Images: Coursera Project Network
Build a computer vision app with Azure Cognitive Services: Microsoft
Generative AI with Vertex AI: Build a customer chatbot: Coursera Project Network
Build an AI Personal Assistant with a Vector Database: Scrimba
Deep Learning with PyTorch : Generative Adversarial Network: Coursera Project Network
Data Visualization with OpenAI API: Generate code with GenAI: Coursera Project Network

Generative AI Courses Online