AI and machine learning are driving innovation across industries. Learn more about generative AI, large language models, and more with these resources.
AI and machine learning courses
Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, Generative AI, Large Language Modeling, LLM Application, Process Optimization, Productivity Software, Computer Security Awareness Training, Workforce Development, Innovation, Organizational Strategy, Data Security, Sociology, Critical Thinking, Analysis
Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation
University of Cambridge
Skills you'll gain: Data Ethics, Prompt Engineering, Responsible AI, OpenAI, Artificial Intelligence, Ethical Standards And Conduct, AI Product Strategy, ChatGPT, Generative AI, Case Studies, Information Privacy, Human Centered Design, Natural Language Processing
GenAI is poised to be the largest technological revolution since the internet. In today's technologically evolving world, professionals skilled in AI and machine learning are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within AI and machine learning to start your journey in this exciting and rewarding domain.
Interested in artificial intelligence? Start by learning more about artificial intelligence and possible AI career paths.
Interested in machine learning? Read about core machine learning concepts, and explore machine learning certifications.
Interested in natural language processing? Dive into natural language processing applications and the skills required to succeed in this growing field.
Ready to start learning? Explore our catalog of artificial intelligence, machine learning, and natural language processing courses for beginners and experienced professionals.
![[Featured Image] A computer science learner researches AI versus deep learning on a laptop in a brightly lit coffee shop while planning their career path.](https://images.ctfassets.net/wp1lcwdav1p1/2V0Viv8OZeczFQstMyLP2c/dfbf3592bf85f4a01727f4e2c7b33fa9/GettyImages-557715963.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two programmers look at a computer screen and discuss beam search.](https://images.ctfassets.net/wp1lcwdav1p1/4EzO0ENjco3IkvmNWSIzYz/09f89925e1d730c9b5d77106111f7907/GettyImages-2022975324.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An algorithm developer sits at a workspace, coding on a laptop.](https://images.ctfassets.net/wp1lcwdav1p1/4py0EXmNEGlCyD3hpUOhKU/5d87cb1c8637aa8dae3bfd1c930d2ae6/GettyImages-1357677117.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A person unlocks their smartphone using facial recognition, one of many examples of computer vision applications.](https://images.ctfassets.net/wp1lcwdav1p1/3kI5ZO7aVJepDs3gxGRFVb/255769b642b0940ee5f8936260fabde0/GettyImages-699085155.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data analyst points at a large screen with charts and graphs about data analytics and lambda architecture.](https://images.ctfassets.net/wp1lcwdav1p1/1sQuh2LWyZ4skMB1fiKwYM/e21bca8cc7e07a2e68fcb624154efdbe/GettyImages-1486544817.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data science professional sits at a desk with a computer and tablet, using the random forest algorithm to aggregate data.](https://images.ctfassets.net/wp1lcwdav1p1/65zZLbAtImTDcMVeuB205I/e9f1bd9d9c2e7712332df494dc045f54/GettyImages-1727927633.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An older person wearing glasses while sitting at a desk in front of an open laptop smiles as they use a natural language processing application example: a voice-activated assistant.](https://images.ctfassets.net/wp1lcwdav1p1/Jy6UFyja7rOHZDhZG2zBZ/2262da2e9b5c1346c32e5b491bc1a4d0/GettyImages-1171931411.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An AI ethicist works at her desk with a laptop and notebook, ensuring her company's projects meet moral and social standards.](https://images.ctfassets.net/wp1lcwdav1p1/6x7XxoPoJatfhcjniV4PFq/cb88e667716f98d6dfbe5850f0e8c77d/GettyImages-1691155585.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A student curious about Google's AI product sits outside with a laptop and searches "what is Bard."](https://images.ctfassets.net/wp1lcwdav1p1/XGgzwk2v6DCHZ92NgqkG8/7573b264138dccc84010a1f0d0176c07/GettyImages-1682544095.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A graphic designer is writing with a pen on a 3D modeling software.](https://images.ctfassets.net/wp1lcwdav1p1/WsCoL0IkeU8dPYdpWkNwB/a8e70996c2125c91942b985f6e30a84a/GettyImages-538474479.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two businessmen study an interactive screen that displays a graph formed by discrete or continuous data.](https://images.ctfassets.net/wp1lcwdav1p1/1eXJ1IQBeLn9ZX0U5Yzyi3/82cfb46030958afcfebbadcd05bf9715/GettyImages-973708488.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A woman sits in a coffee shop, looking at her laptop, and considers taking an online course on how to learn data structures and algorithms.](https://images.ctfassets.net/wp1lcwdav1p1/1cjMXJ57ur74TsST0wBD0H/0862cdc71e3709fe365840a59199f5d7/GettyImages-691573507.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
