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: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing
Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Robotics, Business Logic, Risk Mitigation
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]: Two data scientists collaborate to use machine learning to conduct social research.](https://images.ctfassets.net/wp1lcwdav1p1/6DrpymqTnFdFBxAIUj26Fy/ec9a31b67da6567b088731a8b2a1c2f7/GettyImages-2186780950.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image]: A data analyst reviews the data they plan to insert into their AutoML tool to develop a machine learning model.](https://images.ctfassets.net/wp1lcwdav1p1/2fUxVCFhsq2bKF7jP7pip3/6f9054823325a11ec98e62521994e469/GettyImages-1451309394.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video Thumbnail] 30 Days of GenAI - Will You Take the Challenge?](https://images.ctfassets.net/wp1lcwdav1p1/7cIDZ9RMW7xPGcXvMo2718/e8d7a221bbe4c4ac16f17c87c37fb0f3/Career_Spotlight__-CAREER-_-_Project_Management_-_Image_BG__8_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Professionals collaborate on a project and discuss LangGraph with a laptop displaying an international sales graph.](https://images.ctfassets.net/wp1lcwdav1p1/3b1Ue0cPoLIoTVGKzSsgr0/b78e50fb679ca0716af7640f23d77dec/GettyImages-2064277143.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] AI practitioners in a workplace, interacting while AI-related code is displayed on the computer screen.](https://images.ctfassets.net/wp1lcwdav1p1/4Otjfl02gWb3sD13OCQRFR/ace8544d5d453e3c5825b83cb0c1cd64/GettyImages-2170232283.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data analyst giving a presentation in an office meeting room.](https://images.ctfassets.net/wp1lcwdav1p1/1DpmmI47AWFJqBYR74uoZZ/020e164a9aef40e4ee08f6195a8504ba/GettyImages-1688717623.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] AI professionals in a workplace discussing advanced AI detection tools, analyzing digital content for authenticity and transparency.](https://images.ctfassets.net/wp1lcwdav1p1/5jVxvZHtd6HpQF5t9PvDpF/84a6a103d1bb62912c7e69b49cbf35e1/GettyImages-2180911895.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two people wearing VR headsets working in an AI lab after progressing from their entry-level AI jobs.](https://images.ctfassets.net/wp1lcwdav1p1/4kQbv9EDm0CUm3fhv3d3Rh/7a695c6f51583314bd70bbc0a3510a75/GettyImages-1426496887.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] An MLOps engineer works to develop a machine learning model.](https://images.ctfassets.net/wp1lcwdav1p1/32rbrAdhoMaubfEBra6saA/38cf111b19ad0fd656602fc4625384c4/GettyImages-2022975324__1_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Feature Image] An aspiring LLM engineer studies LLMOps as part of their education, preparing for their future work.](https://images.ctfassets.net/wp1lcwdav1p1/6YXicPQS0EsDb2lMunZbI7/00c1ac30278c889081f9dcae0accd09f/GettyImages-1132115579.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An artificial intelligence engineer explains the different capabilities of generative AI versus large language models (LLMs).](https://images.ctfassets.net/wp1lcwdav1p1/1jzHLgrGipC2GB3E9rP6HR/99c64c7c148c9ed6a89dae324b8aca56/GettyImages-1770654774.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Programmers in a tech-driven environment discussing LLM parameters.](https://images.ctfassets.net/wp1lcwdav1p1/5E4gcXrBbkfxucnB1aa8Ss/047f9961c254716754a92533c994551c/GettyImages-2158551700.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
