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.

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[Featured image] A smiling businesswoman in a white suit holds a laptop displaying a pie graph as she and her colleague stand in an office and discuss big data vs. small data.

Big Data vs. Small Data: What’s the Difference?

Explore the distinct worlds of big data versus small data, including what they are and why companies benefit from them. Discover how they contrast and complement each other in the digital age.

February 10, 2025

Article

[Featured Image] A doctor looks at a computer vision model on her monitor.

Unlocking the Potential of Computer Vision Models

Explore what computer vision models are, their strengths and limitations, and how you might use them in your professional field.

February 10, 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] A smiling businesswoman in a white suit holds a laptop displaying a pie graph as she and her colleague stand in an office and discuss big data vs. small data.

Big Data vs. Small Data: What’s the Difference?

Explore the distinct worlds of big data versus small data, including what they are and why companies benefit from them. Discover how they contrast and complement each other in the digital age.

February 10, 2025

Article

[Featured Image] A doctor looks at a computer vision model on her monitor.

Unlocking the Potential of Computer Vision Models

Explore what computer vision models are, their strengths and limitations, and how you might use them in your professional field.

February 10, 2025

Article

AI and machine learning courses

Status: Free Trial

Google

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

4.8
Rating, 4.8 out of 5 stars
16K reviews

Beginner · Specialization · 1 - 3 Months

Status: Free Trial

IBM

Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner · Course · 1 - 4 Weeks

Status: Preview

Amazon Web Services

Skills you'll gain: Responsible AI, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, Artificial Intelligence, Applied Machine Learning, Prompt Engineering, Large Language Modeling, Machine Learning, Data Governance, Cloud Security

Beginner · Course · 1 - 3 Months

[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 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] Two coworkers discuss AI hallucinations on their computers in an open-space office.

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 generating ideas and organizing outlines to conducting research and creating text. Discover the capabilities of AI writing tools and explore 15 options for your work.

February 3, 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

[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] Two coworkers discuss AI hallucinations on their computers in an open-space office.

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 generating ideas and organizing outlines to conducting research and creating text. Discover the capabilities of AI writing tools and explore 15 options for your work.

February 3, 2025

Article

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.

Ready to start learning? Explore our catalog of artificial intelligence, machine learning, and natural language processing courses for beginners and experienced professionals.

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