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] A job seeker meets with their mentor to discuss how to best write a generative AI resume to stand out from competitors and highlight their expertise.](https://images.ctfassets.net/wp1lcwdav1p1/7IpDfS5SCnZfz4SVG9kNaz/c585a7e65544a20b6b1fd5423c58f2c8/GettyImages-1328886172.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A deep learning engineer ponders as they look at their computer screen.](https://images.ctfassets.net/wp1lcwdav1p1/62i9FWQI2zC9q1kc3VlPjo/8fc6393c92a81155a591babcaa65cd27/GettyImages-1169097231__1_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A computer vision professional is programming on a computer to allow patterns and features in visual data to be recognized by AI.](https://images.ctfassets.net/wp1lcwdav1p1/4HuJIIYi1NuTUmABwFiuNy/b29e91880a00bd5fc3e1a7171e0831bd/GettyImages-1283231714.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two business professionals are reading graphs on a computer available through a big data visualization tool.](https://images.ctfassets.net/wp1lcwdav1p1/2NNmpRI1Mj0AjvePKBIDqB/26b33cd61f5401c2b1f63f639d5a8606/GettyImages-1751834130.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data visualization engineer presents graphic data to a team of colleagues.](https://images.ctfassets.net/wp1lcwdav1p1/3rFIpxmRWo7HkNofpvre7O/f71ec775784280d67b39f86a4ec0d75e/GettyImages-1452684881.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A portrait of Dr. Jules White, computer science professor and Vanderbilt’s Senior Advisor on Generative AI, on a graphic that says GenAI and Problem-Solving](https://images.ctfassets.net/wp1lcwdav1p1/7C7boLO6uWhK8ozD7u2vW4/7cda53dcd8972580aa07a2da831c80be/BC-4246_Dr._Jules_White_Insider_Story_1500x680_3_USE.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A portrait of Dr. Jules White, computer science professor and Vanderbilt’s Senior Advisor on Generative AI, on a graphic that says GenAI and Learning](https://images.ctfassets.net/wp1lcwdav1p1/3TCXWBskkoUs3kdK39LDVU/d3c3de8686601f5efc2420e9d9b52247/BC-4246_Dr._Jules_White_Insider_Story_1500x680_2.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] AI Expert's Secret to Better Prompts](https://images.ctfassets.net/wp1lcwdav1p1/4KpLON7U5wVWQPUJKqfUti/b7417b44876299a2c69b4ff0eca3e078/Vs_V1__3_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A woman working remotely at her computer desk attending a virtual meeting.](https://images.ctfassets.net/wp1lcwdav1p1/2lnJURyyp7hW6TQmGxLiMm/ae7cf4a9089e27d057cae49ea2b7fd5e/GettyImages-1300311961.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A software developer is in a meeting discussing the real-time data report available through new AI project management tools.](https://images.ctfassets.net/wp1lcwdav1p1/1HBXJu2imDNcvpVivXcoay/169a8d594ee89588ab4b6b18c9165742/GettyImages-2173548140.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A businesswoman is sitting in a lobby with her laptop and smartphone, learning tips on creating prompts for Chat GPT that will generate desired responses.](https://images.ctfassets.net/wp1lcwdav1p1/3EzwFYmi8hON0kLDC7OY5I/87e2129ba1ecd4a239c5684e06b30e1e/GettyImages-2191165391.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
