AI and Machine Learning

AI and machine learning are driving innovation across industries. Learn more about generative AI, large language models, and more with these resources.

Coursera Logo
[Featured Image] A woman in an orange sweater stands in an open office space and holds a closed laptop under her arm.

53 Artificial Intelligence Use Cases + How to Get Started

Explore a variety of AI use cases, from the more common to industry-specific and socially impactful, and discover practical steps to dive deeper into artificial intelligence.

February 6, 2025

Article

[Featured Image] Two businesswomen in a modern office discuss how to incorporate AI tools for work into their business processes.

24 AI Tools for Work to Increase Productivity

AI tools for work can help you with project management, scheduling, collaboration, and generating content like text and images. Explore 24 AI tools you can use at work to improve your productivity.

February 4, 2025

Article

[Featured Image] A businessman walks through an airport, talking to artificial intelligence on his phone while passing by self-service machines powered by AI.

Essential Artificial Intelligence Skills

If you choose to work in artificial intelligence, you need a certain skill set. Discover the essential artificial intelligence skills necessary to work in this industry, such as programming, data analysis, communication, and collaboration.

February 4, 2025

Article

[Featured Image] A woman in an orange sweater stands in an open office space and holds a closed laptop under her arm.

53 Artificial Intelligence Use Cases + How to Get Started

Explore a variety of AI use cases, from the more common to industry-specific and socially impactful, and discover practical steps to dive deeper into artificial intelligence.

February 6, 2025

Article

[Featured Image] Two businesswomen in a modern office discuss how to incorporate AI tools for work into their business processes.

24 AI Tools for Work to Increase Productivity

AI tools for work can help you with project management, scheduling, collaboration, and generating content like text and images. Explore 24 AI tools you can use at work to improve your productivity.

February 4, 2025

Article

AI and machine learning courses

University of Pennsylvania

Skills you'll gain: Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computational Thinking, Programming Principles, Computer Science

4.1
Rating, 4.1 out of 5 stars
15 reviews

Intermediate · Course · 1 - 4 Weeks

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, Data Ethics, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, ChatGPT, Governance, Machine Learning, Business Transformation, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
17K reviews

Beginner · Course · 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving

4.7
Rating, 4.7 out of 5 stars
8.9K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A computer programmer writes code to guide AI integration into existing systems.

What Is AI Integration?

Learn about AI integration’s applications, key considerations for success, and how to further enhance your understanding of AI integration.

February 4, 2025

Article

[Feature Image] A dark-haired learner attends an online class on natural language processing techniques while sitting at a light wood desk in their home office.

Exploring Natural Language Processing Techniques

Natural language processing techniques like tokenization, part-of-speech tagging, and syntax analysis make it possible for NLP applications to complete many helpful tasks. Explore NLP techniques and natural language processing applications capabilities.

February 3, 2025

Article

[Featured Image] A robotics student uses her knowledge of neural network models as she designs and trains a robot.

Unraveling Neural Network Models: A Comprehensive Guide

Neural network models are artificial intelligence (AI) programs inspired by the biology of the human brain that allow machines to make intelligent decisions. Learn about different types of neural network models and how they work—and can work for you.

February 3, 2025

Article

[Feature Image] A learner sits by the window in a white-walled coffee shop, studying part of speech tagging on their laptop and smiling as they complete the online class.

Unlocking Language: The Fundamentals of Part of Speech Tagging

Learn about part of speech tagging and how it begins the process of translating human language into a form that machines can understand.

February 3, 2025

Article

[Featured Image] A group of data analysts meet in the office to discuss using data profiling to troubleshoot a problem.

What Is Data Profiling and How Is It Used?

Data is a key piece of evidence-based decision-making. However, before using data, many organizations profile it first. Learn about the advantages of data profiling, its uses, and the risks of big data profiling.

February 3, 2025

Article

[Featured Image] Two colleagues look at a tablet while one explains the program-aided language models used to create a solution.

What Are Program-Aided Language Models?

Learn how program-aided language models use Python interpreters to solve mathematical problems with higher accuracy than the LLMs reasoning alone.

February 3, 2025

Article

[Featured Image] A man typing at a computer and a woman helping him.

AI Hallucinations—Understanding the Phenomenon and Its Implications

Artificial intelligence (AI) hallucinations occur when an AI model outputs factually incorrect, nonsensical, or surreal information. Explore the underlying causes of AI hallucinations and how they negatively impact industries.

February 3, 2025

Article

[Feature Image] A creative professional uses AI writing tools to help brainstorm ideas before beginning a new project.

Can AI Writing Tools Unlock Your Creativity?

AI writing tools can enhance every step of your writing process, from thinking of new ideas, organizing an outline and research, or generating text. Discover what you can do with AI writing tools and 15 options to consider for your work.

February 3, 2025

Article

[Featured Image] A professional is showing business stakeholders a treemap on a screen.

What Is a Treemap?

Explore treemaps, how you use them, what you use them for, and the advantages and disadvantages of applying this powerful visualization tool.

February 3, 2025

Article

[Featured Image] A businessman walks through an airport, talking to artificial intelligence on his phone while passing by self-service machines powered by AI.

Essential Artificial Intelligence Skills

If you choose to work in artificial intelligence, you need a certain skill set. Discover the essential artificial intelligence skills necessary to work in this industry, such as programming, data analysis, communication, and collaboration.

February 4, 2025

Article

[Featured Image] A computer programmer writes code to guide AI integration into existing systems.

What Is AI Integration?

Learn about AI integration’s applications, key considerations for success, and how to further enhance your understanding of AI integration.

February 4, 2025

Article

[Feature Image] A dark-haired learner attends an online class on natural language processing techniques while sitting at a light wood desk in their home office.

Exploring Natural Language Processing Techniques

Natural language processing techniques like tokenization, part-of-speech tagging, and syntax analysis make it possible for NLP applications to complete many helpful tasks. Explore NLP techniques and natural language processing applications capabilities.

February 3, 2025

Article

[Featured Image] A robotics student uses her knowledge of neural network models as she designs and trains a robot.

Unraveling Neural Network Models: A Comprehensive Guide

Neural network models are artificial intelligence (AI) programs inspired by the biology of the human brain that allow machines to make intelligent decisions. Learn about different types of neural network models and how they work—and can work for you.

February 3, 2025

Article

[Feature Image] A learner sits by the window in a white-walled coffee shop, studying part of speech tagging on their laptop and smiling as they complete the online class.

Unlocking Language: The Fundamentals of Part of Speech Tagging

Learn about part of speech tagging and how it begins the process of translating human language into a form that machines can understand.

February 3, 2025

Article

[Featured Image] A group of data analysts meet in the office to discuss using data profiling to troubleshoot a problem.

What Is Data Profiling and How Is It Used?

Data is a key piece of evidence-based decision-making. However, before using data, many organizations profile it first. Learn about the advantages of data profiling, its uses, and the risks of big data profiling.

February 3, 2025

Article

[Featured Image] Two colleagues look at a tablet while one explains the program-aided language models used to create a solution.

What Are Program-Aided Language Models?

Learn how program-aided language models use Python interpreters to solve mathematical problems with higher accuracy than the LLMs reasoning alone.

February 3, 2025

Article

[Featured Image] A man typing at a computer and a woman helping him.

AI Hallucinations—Understanding the Phenomenon and Its Implications

Artificial intelligence (AI) hallucinations occur when an AI model outputs factually incorrect, nonsensical, or surreal information. Explore the underlying causes of AI hallucinations and how they negatively impact industries.

February 3, 2025

Article

[Feature Image] A creative professional uses AI writing tools to help brainstorm ideas before beginning a new project.

Can AI Writing Tools Unlock Your Creativity?

AI writing tools can enhance every step of your writing process, from thinking of new ideas, organizing an outline and research, or generating text. Discover what you can do with AI writing tools and 15 options to consider for your work.

February 3, 2025

Article

[Featured Image] A professional is showing business stakeholders a treemap on a screen.

What Is a Treemap?

Explore treemaps, how you use them, what you use them for, and the advantages and disadvantages of applying this powerful visualization tool.

February 3, 2025

Article

AI and machine learning are changing the way we work, creating new roles and shifting the way businesses innovate. If you're interested in learning about AI and machine learning, we've gathered free articles and resources on those and other data-centric topics, including:

  • Data analytics

  • Data basics

  • Data science

  • Generative AI and ChatGPT

Frequently asked questions (FAQ)

Coursera Plus
Build job-ready skills with a Coursera Plus subscription
  • Get access to 10,000+ learning programs from world-class universities and companies, including Google, Yale, Salesforce, and more
  • Try different courses and find your best fit at no additional cost
  • Earn certificates for learning programs you complete
  • A subscription price of $59/month, cancel anytime