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, Emerging Technologies, 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.
![[Featured image] A smiling learner sitting at a desk in their house is reading the results of their ChatGPT prompts for studying to better understand the lesson topics.](https://images.ctfassets.net/wp1lcwdav1p1/6uY5GUdrR9Ba3wDSKBbQT4/402e1400d40112a477724cf4f97a6980/GettyImages-2232386465__1_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] AI advertising is displayed on numerous billboards that line a busy street in Times Square.](https://images.ctfassets.net/wp1lcwdav1p1/5tm1DApEUEPizh5rx2C5Ks/f008af456d38651d8e44cbfb2ed3d462/gettyimages-17990045861.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Woman sitting on a couch working on a laptop, comparing ChatGPT and Google Search for research, writing, and everyday tasks.](https://images.ctfassets.net/wp1lcwdav1p1/5HLBjWuXYUHT0Z6W2yKEQM/c2ee6cf373aae574b8f7774cd5683644/gettyimages-10737972821.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Woman sitting on a couch using a laptop, comparing ChatGPT vs Gemini for writing, research, and everyday productivity tasks.](https://images.ctfassets.net/wp1lcwdav1p1/41x1p8KW4jfrjLhMtMVxeG/f4eaf78a9507469d1544fbaaa79339e9/istock-12273034441.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two professionals in a warehouse review the potential benefits of implementing AI in supply chain operations.](https://images.ctfassets.net/wp1lcwdav1p1/3v0np6OSFDPZOw4dvuSqw7/1ac52fa8df1663bd83382fa956830842/GettyImages-1470939666.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] Preteen Girl at Desk Solving Homework with AI Chatbot](https://images.ctfassets.net/wp1lcwdav1p1/1S2KRqwksl8cCycB30lonh/36a279a374adf143e2b8ca2ab17a9e16/gettyimages-22434549961.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A woman sits at a laptop researching the differences between Perplexity and ChatGPT.](https://images.ctfassets.net/wp1lcwdav1p1/1AT97gd2gyDEdlkBGz7fn6/f25e5f5ab7e16ff69c8213219ca06c60/iStock-603857884.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] ChatGPT vs Perplexity](https://images.ctfassets.net/wp1lcwdav1p1/6MzyafxJCfpVy0X9FIanTg/c98907a8323a510648770374a764b944/Why_-CAREER-_Needs_to_Understand_AI__2___1_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] Programmer in startup office using large language model to get help with coding](https://images.ctfassets.net/wp1lcwdav1p1/2c8X181xL1axrwNiEkr5tz/6e89b020a6fc2241bed82db75d563593/GettyImages-2215415106.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A student works in a library on a laptop, using ChatGPT Deep Research.](https://images.ctfassets.net/wp1lcwdav1p1/63zAvOqGZvV3ynBJpxXlD9/8752e3d6f00c75d2810f41d3008f7e79/iStock_68981631_XXLARGE.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
