What Is Generative AI (GenAI)? Generative AI (GAI) is the name given to a subset of AI machine learning technologies that have recently developed the ability to rapidly create content in response to text prompts, which can range from short and simple to very long and complex. Different gene...
AI systems capable of unsupervised learning are often associated withgenerative learning models, although they might also use a retrieval-based approach, which is most often associated withsupervised learning.Chatbots, self-driving cars,facial recognitionprograms,expert systemsand robots are among the syst...
but learning the same material through interactive clicks, engaging in simulated conversations, or playing game-like courses is a completely different experience. Gaining new knowledge can be fun, and blended learning provides lots of tools to make it so through role-playing simulations, interactive...
What is the difference between AI and ML? Artificial intelligence (AI) is a broad field that refers to the ability of a machine to complete tasks that typically require human intelligence. Machine learning (ML) is a subfield of artificial intelligence that specifically refers to machines that can...
Learn about generative AI models, machine learning, deep learning, and their connection to the projects you can create with OpenAI.
Generative AI refers to deep-learning models that can generate high-quality text, images, and other content based on the data they were trained on.
Cognizant believes technology, including generative AI, is made to work with people, not replace them. As Cognizant CEO Ravi Kumar S has written, “Human imagination and ingenuity will be the source of human work indefinitely. ” We take great responsibility for ethical behavior involving generative...
Machine learning is necessary to make sense of the ever-growing volume of data generated by modern societies. The abundance of data humans create can also be used to further train and fine-tune ML models, accelerating advances in ML. This continuous learning loop underpins today's most advanced...
Generative AI is a type of deep learning model that can produce text, code, or images in response to prompts. Learn how generative AI works.
Deep learning vs. machine learning How deep learning works Types of deep learning networks Applications Challenges and limitations Future of deep learning Conclusion What is deep learning? Deep learning is a subset of machine learning (ML) that uses neural networks with many layers, known as deep ...