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
Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Information Systems Security Assessment Framework (ISSAF), Operational Efficiency, Business Process Automation, Data Security, Critical Thinking, Analysis, Innovation
Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation
Macquarie University
Skills you'll gain: Responsible AI, Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Anomaly Detection, Threat Modeling, Cyber Security Strategy, Security Controls, Cyber Threat Hunting, Cybersecurity, Cyber Risk, Security Strategy, Cyber Governance, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Security Management, Security Software, AI Product Strategy, Generative AI
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 student takes an online course in which she'll learn about various AI programming languages, like Python and Java, on their laptop from home.](https://images.ctfassets.net/wp1lcwdav1p1/23yvQasikMfhshd7czMfhv/11b33229b189c982605e47ff132186e9/GettyImages-1452573663.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data consultant makes strategic recommendations to their colleagues.](https://images.ctfassets.net/wp1lcwdav1p1/1QuXCVv1qBhvNOTusDbKBb/67c747e7fa1e594df13cd91b78938812/GettyImages-1475751361.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A women is using AI video editing tools while sitting at a wooden desk with a video camera in hand.](https://images.ctfassets.net/wp1lcwdav1p1/5ebCJpYzKX4XtfZm7PjyyL/03437d29719a825d5632717373e4d860/GettyImages-1218118094.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An employee works on a laptop and uses cross validation in machine learning to evaluate a data model's performance.](https://images.ctfassets.net/wp1lcwdav1p1/2l8XVPTF2ddaZSqf1u3C0M/2b15fc78abf0a49922265c6bf7868253/GettyImages-648950412.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two colleagues discuss transfer learning from large language models during a video chat.](https://images.ctfassets.net/wp1lcwdav1p1/1HnblqA177Yyv8vjUKOzNW/6aedbad6c7532a31714a971adcaab68d/GettyImages-612854864.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two business professionals sit outside and use VR headsets that utilize VR eye tracking.](https://images.ctfassets.net/wp1lcwdav1p1/4UbPgxMKC0MNzBSQCDLNtP/38a6213812b243b5b086a0e203a4c875/GettyImages-1351875044.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A machine learning engineer uses a gradient descent to train a model.](https://images.ctfassets.net/wp1lcwdav1p1/j4dXV8GUtttNlSmJyS94L/b44cae406087d560a0866da5a762c6c7/GettyImages-1388395588.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An engineer considers the six degrees of freedom while examining a model at their desk.](https://images.ctfassets.net/wp1lcwdav1p1/3GKWlLionR6GoIu4fuHHp6/34214123bd471872c650e749045df96d/GettyImages-1339976949.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A programmer explores the Pandas Python library on their computer while working from home.](https://images.ctfassets.net/wp1lcwdav1p1/4b6ej4zDapjKtwbzCb2rzN/eade38c0a4840306ec7c8a7f33c4f1a7/GettyImages-1636704276.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Two colleagues at a VR company test new technology.](https://images.ctfassets.net/wp1lcwdav1p1/1bKCptLqvMgmF5c6P8mdjN/ad423369582577e38a34d60fee5ead89/GettyImages-1452685443.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data scientist sits with their laptop, using stemming to simplify data.](https://images.ctfassets.net/wp1lcwdav1p1/4CQcMfr6p60kknEHKvSYO2/e6d3298cbf297a23e4b305b24b3deba9/GettyImages-1343660710.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A machine learning engineer studies a confusion matrix on their laptop.](https://images.ctfassets.net/wp1lcwdav1p1/2Jf3yuSII8GcW5qJM4m779/78eb3fc4661a9bf7ad1d5109908cd9b9/GettyImages-1061636634.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
