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

Status: Free
DeepLearning.AI
Building Applications with Vector Databases
Skills you'll gain: Anomaly Detection, Database Application, Generative AI, Network Analysis, Applied Machine Learning, Databases, Natural Language Processing, Image Analysis, Text Mining, Information Architecture
4.2
Rating, 4.2 out of 5 stars
6 reviews
Beginner · Project · Less Than 2 Hours
Status: Free
Amazon Web Services
Amazon Lex Getting Started
Skills you'll gain: Amazon Web Services, Natural Language Processing, Artificial Intelligence, Technical Design, Cloud Computing Architecture
Beginner · Course · 1 - 4 Weeks
Status: Free
DeepLearning.AI
Pair Programming with a Large Language Model
Skills you'll gain: Test Case, Software Development Tools, Google Cloud Platform, Software Documentation, Generative AI, Debugging, Maintainability, Artificial Intelligence
Beginner · Project · Less Than 2 Hours
Status: Free
Coursera Instructor Network
Motiff for Beginners: Crafting Simple UI Designs
Skills you'll gain: User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Adobe XD, Figma (Design Software), UI Components, Responsive Web Design, Usability Testing, Design, Design Software, Prototyping, Artificial Intelligence, Scalability
Beginner · Course · 1 - 4 Weeks
Google Cloud
Innovating with Google Cloud Artificial Intelligence - 日本語版
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Digital Transformation, Data Ethics, Data Quality, Machine Learning, Cloud API, Cloud Computing, Applied Machine Learning, Business Intelligence, Natural Language Processing
Beginner · Course · 1 - 4 Weeks
Packt
Building a ChatGPT AI with JavaScript - A Code-Along Guide
Skills you'll gain: Web Development, React.js, Web Applications, Development Environment, Machine Learning Methods, Cascading Style Sheets (CSS), User Interface (UI), OpenAI, Artificial Intelligence, Application Security, Application Development, Debugging, Node.JS, Javascript, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months
Edureka
Mastering AI: Neural Nets, Vision System, Speech Recognition
Skills you'll gain: Computer Vision, Deep Learning, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Matplotlib, Probability & Statistics, Image Analysis, Regression Analysis, Machine Learning Methods, Machine Learning, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence
Intermediate · Specialization · 3 - 6 Months
Universidad de los Andes
Introducción al deep learning contemporáneo
Skills you'll gain: Generative AI, Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Artificial Intelligence, Network Architecture, Natural Language Processing, Machine Learning, Time Series Analysis and Forecasting
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
8 reviews
Beginner · Course · 1 - 4 Weeks
Google Cloud
Getting Started with Vector Search and Embeddings
Skills you'll gain: Google Cloud Platform, Text Mining, Applied Machine Learning, Cloud Applications, Unstructured Data, Data Processing
Intermediate · Project · Less Than 2 Hours
Packt
Prompt Engineering in Python, with GPT, and the OpenAI API
Skills you'll gain: ChatGPT, OpenAI, Generative AI, JSON, Python Programming, Feature Engineering, Text Mining, Application Programming Interface (API), Artificial Intelligence, Computer Vision
Intermediate · Course · 1 - 3 Months
Google Cloud
Grounding Gemini Models in Vertex AI
Skills you'll gain: Google Cloud Platform, Generative AI, Cloud API, Predictive Modeling, Technical Documentation
Beginner · Project · Less Than 2 Hours
Google Cloud
Select a Google Cloud Database for Your Applications
Skills you'll gain: Google Cloud Platform, Generative AI, Cloud Applications, NoSQL, Databases, PostgreSQL, Relational Databases, Database Management, Data Migration
Beginner · Course · 1 - 4 Weeks