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

Università di Napoli Federico II
Business Intelligence con la Product Suite di Tableau
Skills you'll gain: Interactive Data Visualization, Dashboard, Data Storytelling, Peer Review, Data Presentation, Tableau Software, Data Visualization Software, Business Intelligence, Data Sharing, Business Analytics, Data Manipulation, Data Transformation, Data Cleansing
Advanced · Course · 1 - 3 Months
Edureka
Data Connection and Functionalities in Power BI
Skills you'll gain: Microsoft SQL Servers, Transact-SQL, SQL, Power BI, Database Design, Data Modeling, Relational Databases, Database Architecture and Administration, Data Visualization Software, Data Integrity, Data Pipelines, Business Intelligence, Data Transformation, Data Management
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Amazon Q for beginners: Software Development with GenAI
Skills you'll gain: Amazon Web Services, Code Review, Artificial Intelligence, Integrated Development Environments, Software Development Tools, Microsoft Visual Studio, Debugging, Development Environment, Software Development
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Coursera Instructor Network
Leveraging Llama2 for Advanced AI Solutions
Skills you'll gain: Technical Management, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Natural Language Processing, Performance Tuning, Solution Design
Intermediate · Course · 1 - 4 Weeks
Status: Free
Google Cloud
Introduction to Responsible AI - בעברית
Skills you'll gain: Data Ethics, Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
Enhancing Educational Content with Fliki AI's Text-to-Speech
Skills you'll gain: Developing Training Materials, FinTech, Generative AI, Content Creation, Digital Content, Artificial Intelligence, Content Development and Management
Beginner · Course · 1 - 4 Weeks
Status: Free
Northeastern University
Machine Learning for Engineers: Algorithms and Applications
Skills you'll gain: Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Predictive Modeling, Dimensionality Reduction
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
GenAI for Legal Document Management
Skills you'll gain: Document Management, Generative AI, Workflow Management, Compliance Management, Technology Strategies, Artificial Intelligence, Law, Regulation, and Compliance, Process Improvement, Automation, Process Analysis, Contract Review, Natural Language Processing
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Code Faster with Tabnine: Optimise a NextJS Application
Skills you'll gain: Program Development, Integrated Development Environments, Software Development, Software Development Tools, Debugging, Web Development Tools, Generative AI, Web Development, React.js
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
OpenAI Assistant: Create a Code to UML-Diagram generator
Skills you'll gain: ChatGPT, Unified Modeling Language, OpenAI, Generative AI, Software Visualization, Artificial Intelligence, Software Design Documents, Technical Communication, User Story, Application Programming Interface (API), Software Development Tools, Natural Language Processing, Development Environment, Software Development
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Google Cloud
Introduction to Large Language Models - Português Brasileiro
Skills you'll gain: Generative AI, Google Cloud Platform, Application Development, Artificial Intelligence, Natural Language Processing, Performance Tuning
Beginner · Course · 1 - 4 Weeks
Packt
Mastering Image Segmentation with PyTorch
Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Computer Vision, Artificial Neural Networks, Data Processing, Debugging, Machine Learning Methods, Performance Tuning, Regression Analysis
Beginner · Course · 1 - 4 Weeks

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

Business Intelligence con la Product Suite di Tableau: Università di Napoli Federico II
Data Connection and Functionalities in Power BI: Edureka
Amazon Q for beginners: Software Development with GenAI: Coursera Project Network
Leveraging Llama2 for Advanced AI Solutions: Coursera Instructor Network
Introduction to Responsible AI - בעברית: Google Cloud
Enhancing Educational Content with Fliki AI's Text-to-Speech: Coursera Instructor Network
Machine Learning for Engineers: Algorithms and Applications: Northeastern University
GenAI for Legal Document Management: Coursera Instructor Network
Code Faster with Tabnine: Optimise a NextJS Application: Coursera Project Network
OpenAI Assistant: Create a Code to UML-Diagram generator: Coursera Project Network

Generative AI Courses Online