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
University of Pennsylvania
Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Liberal Arts
Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Robotics, Business Logic, Risk Mitigation
Skills you'll gain: Generative AI, Technology Roadmaps, Critical Thinking, Innovation
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.
![[Feature Image] An aspiring professional studies to become a certified forensic computer examiner and prepares for their upcoming exam.](https://images.ctfassets.net/wp1lcwdav1p1/18szDBNUCUer5xJqAdusOZ/332b1d38a607700cb111e3fb311d52b9/GettyImages-1438676678.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two artificial intelligence engineers discuss how to fine tune a foundation model for a robotics project.](https://images.ctfassets.net/wp1lcwdav1p1/3nR2WNHM6HREXYcjOAYWrE/2495812a085b39c4be1d2077904e2e29/GettyImages-2179421956.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A person is holding a smart device displaying four security cameras activated by ambient intelligence.](https://images.ctfassets.net/wp1lcwdav1p1/2LjjujiYD99XHCXkj6mnRZ/f1194205e5bee1652bb6855ef9522823/GettyImages-2215260582.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An aspiring AI professional sits at a laptop in a library and takes a course from the NVIDIA Deep Learning Institute.](https://images.ctfassets.net/wp1lcwdav1p1/4NrE1M9DgQSD0cgf0YuxlL/2bc63924bd1355228f2961bec463217e/GettyImages-1436372646.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Three colleagues discuss how to automate a process at work while looking at a computer screen and a tablet.](https://images.ctfassets.net/wp1lcwdav1p1/1vYYvfzCalhN9pjQprcDJB/396e4b174fce4567b9c92c13608f1845/GettyImages-2222555757.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A statistician stands at their desk viewing linear regression models on two computer monitors.](https://images.ctfassets.net/wp1lcwdav1p1/70x1bTnNKGXGmESkBpPX05/9ed6d1e59a0db6099fd4a369d29c5934/GettyImages-2074435141.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] AI Quick Tip: Organizing Your Documents](https://images.ctfassets.net/wp1lcwdav1p1/6aLqNaNmJJVtU1WOZwNtET/01cd567bef2403988897142b42c19c87/RC_-_VID0155_-_Justin_-AI_Quick_Tip_Organizing_Your_Documents_Thumbnail.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] AI Revolution From Coffee to Cybersecurity](https://images.ctfassets.net/wp1lcwdav1p1/6lhgStH6atZgShO9BEBspJ/9f2d819145b92dfecb33e94e3d70dd49/Why_-CAREER-_Needs_to_Understand_AI_-_Project_Management__4_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Professionals on a prompt engineering career path first-line test AI interactions on a project.](https://images.ctfassets.net/wp1lcwdav1p1/533LOY9a4qasM32bz1pqib/e2e2895ff02dbba900570a0b72a886b3/GettyImages-2168386194.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] AI Chatbots Decoded](https://images.ctfassets.net/wp1lcwdav1p1/6m6ANaOqvCh4csIzFsjLPA/30f67b9df8302bc236958e555fea43d2/How_to_Become_a_-CAREER-_-_Data_Analytics__3_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A machine learning engineer analyzes data using VAEs while looking at a handheld device and two laptops in a sunny office.](https://images.ctfassets.net/wp1lcwdav1p1/6r0zgfyWZCnWaYfdIy9XYq/42b028d8a0941e9230683d3e9549a62f/GettyImages-1403839079.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] Two engineers looking at a small screen and discussing learning rates to train a deep learning model.](https://images.ctfassets.net/wp1lcwdav1p1/6XFsegjk4hp6HkpdqnGiqU/9887e4a82e261cd1b9d9b1018e344768/GettyImages-2099345768.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
