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, AI literacy, Python Programming, Responsible AI, Programming Principles
Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI literacy, Natural Language Processing, Robotics, Risk Mitigation
University of Colorado Boulder
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Algorithms, Probability Distribution, Markov Model, Artificial Intelligence, Statistical Inference, Computational Logic, Data-Driven Decision-Making, Model Optimization, Statistical Machine Learning, Solution Design, Time Series Analysis and Forecasting, Technical Design, Performance Testing
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 businessman walks through an airport, talking to artificial intelligence on his phone while passing by self-service machines powered by AI.](https://images.ctfassets.net/wp1lcwdav1p1/50Gd9aPTWCq4QYO4tMij2K/824c55970db2bf9ba96aa30b8c039954/GettyImages-1505729212.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A woman is wearing a VR headset while discovering robotics as an artificial intelligence career path.](https://images.ctfassets.net/wp1lcwdav1p1/5JD8SpNX2q8YAKpHgfbzIR/1d2c6a6539be5df5303a6fc20189dfcc/GettyImages-1941926984.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A programmer wearing glasses and an orange blouse studies machine learning concepts while sitting at their computer workstation in an office.](https://images.ctfassets.net/wp1lcwdav1p1/4DE7uJDHIwoOgoGLLNMiLy/3988b13da79304c357cc8e7bea730a19/GettyImages-618761888.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An IT specialist uses ChatGPT for networking while standing in a server room and typing on a laptop.](https://images.ctfassets.net/wp1lcwdav1p1/4QgpE0LEgbuLSR5FZY0RUM/b85b5863255d729732984182821a74db/GettyImages-945578370.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Business leaders learn how to use ChatGPT for customer service as they optimize their workflows.](https://images.ctfassets.net/wp1lcwdav1p1/5Z5Cx84hUmPH7dDaifOovj/a00c9308da4dbf63f80f3b2954c33665/GettyImages-2256670994__1_.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A smiling person uses ChatGPT agent on a laptop in a sunny office space.](https://images.ctfassets.net/wp1lcwdav1p1/3hWY8enGPMN4yozthWO8au/958df8e05efa3de87ac56defa323ca0c/GettyImages-2253353965.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A learner with books and headphones lies on their living room floor in front of a laptop and uses ChatGPT prompts for learning.](https://images.ctfassets.net/wp1lcwdav1p1/9Vg8oxVAD0F2FmsypCoaw/5de96818074adf4a7b7ff524324f98e1/GettyImages-2032619255.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two colleagues discuss their project progress while looking at it in ChatGPT Projects on a laptop.](https://images.ctfassets.net/wp1lcwdav1p1/1EuuUcsqcybYRtfl4KcUMG/d3cb900356ca376acc1ed29affd9dc50/GettyImages-1626847838.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image]: A person looking at a computer monitor reflects on how to use ChatGPT to automate tasks at work.](https://images.ctfassets.net/wp1lcwdav1p1/3N71fNlc1y7EFc7eqA7a6L/96f699b766c16808f0120ea08256d73a/GettyImages-1598668875.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image]: A learner uses ChatGPT for exam preparation while writing at a desk in a bright, modern classroom, while other learners work in the background.](https://images.ctfassets.net/wp1lcwdav1p1/1xf8aUrycN7Nx8lxThJFTn/de9f8894d481b37170ba89c4e929504b/GettyImages-2263939407.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A recruiter who uses ChatGPT to streamline hiring processes shakes hands with a new hire after an interview as they sit across the table from one another.](https://images.ctfassets.net/wp1lcwdav1p1/N0dcG2L4imdAYBZupl1z2/1e7f129c4084678922e2899358ba3545/GettyImages-2217119332.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A learner researches how to use ChatGPT to learn high-income skills as they plan their skills-development journey.](https://images.ctfassets.net/wp1lcwdav1p1/6naOsFWheUhWda1QOqurPn/dfc64c0971d86614003b66f4d8208d03/GettyImages-2214427729.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image]: Three professionals stand around a laptop, applying critical thinking skills to work through a challenge with ChatGPT.](https://images.ctfassets.net/wp1lcwdav1p1/3bsyiSuQhQudrJefiQzQ0k/73b31ca70729c02ece7d8667c65c64fd/GettyImages-2223934538.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A web professional researches how to use AI when project managing a website before choosing AI tools to implement for their next project.](https://images.ctfassets.net/wp1lcwdav1p1/39IRCYyT0kZOaT66RoxGhC/930f5363de1a502dbdd545d4793a3ba7/GettyImages-2149615636.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A recruiter reviews a candidate's TensorFlow resume in a professional workplace while the candidate smiles during a discussion of their machine learning and artificial intelligence skills.](https://images.ctfassets.net/wp1lcwdav1p1/15ovpDri6o0i0js6Pzghz8/69bcc5a3016ec2f171412ff46b4330c4/GettyImages-2152006842.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
