New! Learn how to build apps without coding in the Google AI Professional Certificate.
Explore articles about AI, machine learning, and large language models. Learn about AI careers, generative AI, ChatGPT, and essential concepts to develop in-demand skills and apply AI with confidence.
AI and machine learning courses
Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Model Training, Technology Roadmaps, AI Integrations, Google Sheets, Critical Thinking, Innovation
Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Model Evaluation
Skills you'll gain: Vibe coding, Responsible AI, AI powered creativity, Brainstorming, Planning, Visual Storytelling, Prompt Patterns, Application Development, Generative AI, Data Wrangling, Data Analysis, Content Creation, Presentations, AI literacy, Business Communication, Artificial Intelligence, Data Visualization, Research, Project Management, Machine Learning
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 data curator sits at a desk with multiple screens and views and organizes data for their organization.](https://images.ctfassets.net/wp1lcwdav1p1/6iNh9wJyInYDgD5Iozlok5/c3074cc678ad7e819040f4cdf7d2be38/GettyImages-1957743850-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] An office worker in a white sweater sits at a desk with their laptop and searches about generative AI ethics.](https://images.ctfassets.net/wp1lcwdav1p1/7658oTp596vlYGGlFN0RLu/538ebca55dc1c783f55b29fd4d8b276b/Rami_Lebanon_20201215_03.jpeg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A businessperson sits outside the office building with their laptop and talks on the phone with a colleague about potential LLM use cases they can use to automate the customer experience.](https://images.ctfassets.net/wp1lcwdav1p1/4lDV3GEUJyjQbSVbLjzOu6/17c76aebf9c2d531cfe750f4e4b2ac00/GettyImages-1691976118.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A young student sits in a chair with a laptop and looks up how to use Bard (now Gemini) for summarizing webpages.](https://images.ctfassets.net/wp1lcwdav1p1/MyfmGUxJwI23wIO6Hahuq/83ad0bc2fa989ee8033e39918435f967/GettyImages-696912172.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A statistician points to data and a graph created with TensorFlow on their computer screen as another statistician looks on.](https://images.ctfassets.net/wp1lcwdav1p1/1P4nEwY4gLOya8KsQJtUgA/90a06e9bdb175e40a0fb19fdd7205902/GettyImages-135359959-converted-from-jpg.webp?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A VR worker tests virtual realty goggles at their desk.](https://images.ctfassets.net/wp1lcwdav1p1/611tcJcfxvBho7TUnN7pf/138393840f591cded633c1e6b10da302/GettyImages-909076824.jpeg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A data scientist works through an AI data science and analytics program on his laptop.](https://images.ctfassets.net/wp1lcwdav1p1/2A0xIvxEdwxX7og99c1jkt/5e4d4b10f52a5fa2cc6761e0773d21dd/GettyImages-1316574108.jpeg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A nurse is using AI to facilitate their work while adding records to a computer in their office.](https://images.ctfassets.net/wp1lcwdav1p1/58nRPszSXeI6wDsfzbvFeo/f30f8b6d8d8f936372c9ab46827e99ef/GettyImages-2096299680__1_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image] A portrait of Google AI Research Director Anoop Sinha](https://images.ctfassets.net/wp1lcwdav1p1/5uDKEE0iCzF1gmtdQcxKo4/24f200799352a29211e34b6da0294534/BC-2188_Google-Partner-Hero-Image_1500x680__1_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A machine learning engineer uses her laptop at home to review her knowledge of large language models.](https://images.ctfassets.net/wp1lcwdav1p1/7sUmFGvDqNeHZPvMJaxEv3/a925a462e0524ae19715507067e48ab2/GettyImages-1448041867.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A student wearing headphones and working on a laptop learns what a prompt pattern is during an online prompt engineering class.](https://images.ctfassets.net/wp1lcwdav1p1/1sMHM4VjQZTLQm5mNWdBgV/1dd59c75b4998a9926c50d57400218e3/GettyImages-699085295.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
