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
Beginning Llamafile for Local Large Language Models (LLMs)
Skills you'll gain: Application Programming Interface (API), Restful API, Natural Language Processing, Web Servers, Server Side, Application Deployment, Generative AI, JSON, Servers, Artificial Intelligence and Machine Learning (AI/ML), Command-Line Interface, Open Source Technology, Performance Tuning
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Automated Reasoning with GPT Assistant API: ReAct Agents
Skills you'll gain: OpenAI, ChatGPT, Cost Benefit Analysis, Business Process Automation, Generative AI, Application Programming Interface (API), Development Environment, Business Logic, Scalability, Artificial Intelligence, TypeScript, Node.JS, Natural Language Processing, Application Security
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Form Parsing with Document AI (Python)
Skills you'll gain: Google Cloud Platform, Data Import/Export, Data Capture, Unstructured Data, Scripting, Document Management, Data Manipulation
Intermediate · Project · Less Than 2 Hours
Status: Free
Coursera Instructor Network
GenAI for Performance Management
Skills you'll gain: Team Performance Management, Performance Management, Employee Performance Management, Performance Review, Performance Improvement, Team Management, Goal Setting, Talent Management, Performance Analysis, Employee Coaching, Workforce Development, Employee Engagement, Constructive Feedback, Key Performance Indicators (KPIs), Automation, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks
Status: Free
Google Cloud
Introduction to Responsible AI - Français
Skills you'll gain: Data Ethics, Artificial Intelligence, Governance, Compliance Management, Business Ethics, Ethical Standards And Conduct, Program Implementation, Decision Making
Beginner · Course · 1 - 4 Weeks
University of Maryland, College Park
Digital Marketing Analytics
Skills you'll gain: Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Search Engine Marketing, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Big Data, Customer Analysis, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Consumer Behaviour, Advertising
Beginner · Course · 1 - 4 Weeks
University of Lausanne
HEALTHY URBAN SYSTEMS - PART 1
Skills you'll gain: Geographic Information Systems, Health Systems, Spatial Analysis, Systems Thinking, Health Assessment, Systems Analysis, Policy Analysis, Environmental Issue, Data Management, Environmental Policy, Community Development, Emerging Technologies
Beginner · Course · 1 - 3 Months
H2O.ai
Data Science and Machine Learning H2O.ai Platforms
Skills you'll gain: Generative AI, Application Deployment, Data Wrangling, Project Planning, Data Governance, Governance, Exploratory Data Analysis, Applied Machine Learning, Data Visualization, Data-Driven Decision-Making, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing
Intermediate · Course · 1 - 3 Months
Edureka
AI Applications: Computer Vision and Speech Recognition
Skills you'll gain: Computer Vision, Image Analysis, Natural Language Processing, Artificial Intelligence, Applied Machine Learning, Data Processing, Deep Learning, Python Programming
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution
Skills you'll gain: Application Deployment, Image Analysis, Google Cloud Platform, Computer Vision, Anomaly Detection, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Analytics
Beginner · Project · Less Than 2 Hours
Status: Free
Google Cloud
Introduction to Responsible AI - Bahasa Indonesia
Skills you'll gain: Data Ethics, Artificial Intelligence, Accountability, Governance, Decision Making, Business Ethics, Regulatory Compliance
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

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

Beginning Llamafile for Local Large Language Models (LLMs): Duke University
Automated Reasoning with GPT Assistant API: ReAct Agents: Coursera Project Network
Form Parsing with Document AI (Python): Google Cloud
GenAI for Performance Management : Coursera Instructor Network
Introduction to Responsible AI - Français: Google Cloud
Digital Marketing Analytics: University of Maryland, College Park
HEALTHY URBAN SYSTEMS - PART 1: University of Lausanne
Data Science and Machine Learning H2O.ai Platforms: H2O.ai
AI Applications: Computer Vision and Speech Recognition: Edureka
Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution: Google Cloud

Generative AI Courses Online