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

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
258 reviews
Intermediate · Guided Project · Less Than 2 Hours
University at Buffalo
Digital Manufacturing & Design
Skills you'll gain: Digital Transformation, Manufacturing Processes, Manufacturing Operations, Industrial Engineering, Business Transformation, Product Design, Digital Design, Data-Driven Decision-Making, Process Improvement and Optimization, Market Dynamics, Safety and Security, Workforce Development
4.7
Rating, 4.7 out of 5 stars
3.5K reviews
Beginner · Course · 1 - 4 Weeks
Microsoft
Copilot for Power BI
Skills you'll gain: Generative AI, Power BI, Microsoft Power Platform, Data Presentation, Interactive Data Visualization, Data Storytelling, Data Analysis Expressions (DAX), Data Processing, Business Intelligence, Artificial Intelligence, Analytical Skills
4.6
Rating, 4.6 out of 5 stars
26 reviews
Intermediate · Course · 1 - 4 Weeks
Kennesaw State University
AI for Education (Advanced)
Skills you'll gain: Data Ethics, ChatGPT, Artificial Intelligence, Collaboration, Pedagogy, Generative AI, Course Development
4.6
Rating, 4.6 out of 5 stars
9 reviews
Beginner · Course · 1 - 4 Weeks
Korea Advanced Institute of Science and Technology(KAIST)
Practical Python for AI Coding 2
Skills you'll gain: Matplotlib, Data Visualization, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Keras (Neural Network Library), Artificial Intelligence, Scikit Learn (Machine Learning Library), Data Manipulation, Development Environment
4.6
Rating, 4.6 out of 5 stars
23 reviews
Beginner · Course · 1 - 3 Months
H2O.ai
H2O ai Large Language Models (LLMs) - Level 1
Skills you'll gain: Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Natural Language Processing, Machine Learning
Beginner · Course · 1 - 4 Weeks
Google Cloud
Google Cloud Big Data and Machine Learning Fundamentals en Español
Skills you'll gain: Google Cloud Platform, Looker (Software), Dataflow, Big Data, Dashboard, Cloud Infrastructure, Data Visualization, MLOps (Machine Learning Operations), Data Pipelines, Data Processing, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Warehousing
4.7
Rating, 4.7 out of 5 stars
700 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Coursera Project Network
Software Development with ChatGPT: Generating Code with AI
Skills you'll gain: Software Documentation, Generative AI, Debugging, ChatGPT, Development Environment, Python Programming, Artificial Intelligence, Program Development, Software Development, Application Development
3.8
Rating, 3.8 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Fred Hutchinson Cancer Center
AI for Efficient Programming: Harnessing the Power of LLMs
Skills you'll gain: Debugging, Code Review, Data Ethics, Maintainability, ChatGPT, OpenAI, Bioinformatics, Artificial Intelligence, Software Development, Generative AI, Software Documentation, Computer Programming
Beginner · Course · 1 - 4 Weeks
Politecnico di Milano
Ethics of Artificial Intelligence
Skills you'll gain: Ethical Standards And Conduct, Data Ethics, Artificial Intelligence, Governance, Policty Analysis, Research, and Development, Public Policies, Social Sciences, Policy Development, Economics, Policy, and Social Studies, Social Studies, Information Privacy
4.8
Rating, 4.8 out of 5 stars
184 reviews
Beginner · Course · 1 - 4 Weeks
University of Minnesota
Recommender Systems
Skills you'll gain: Machine Learning Algorithms, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Data Collection, Performance Measurement, Benchmarking, Usability Testing, Exploratory Data Analysis, A/B Testing, Analysis, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Predictive Modeling, Machine Learning Methods
4.3
Rating, 4.3 out of 5 stars
817 reviews
Intermediate · Specialization · 3 - 6 Months
DeepLearning.AI
Data Storage and Queries
Skills you'll gain: Data Storage, Query Languages, Data Lakes, File Systems, Database Systems, SQL, Databases, Database Management Systems, Data Architecture, Cloud Storage, Data Warehousing, Amazon Web Services, Amazon S3, Graph Theory, Performance Tuning
4.8
Rating, 4.8 out of 5 stars
51 reviews
Intermediate · Course · 1 - 4 Weeks