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AI and Machine Learning

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.

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[Featured image] A horticulturalist uses AI to detect crop disease as they stand in a greenhouse filled with plants and make notes on a tablet.

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.

May 31, 2026

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.

March 4, 2026

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.

16 Artificial Intelligence Skills for General Roles and AI Careers

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.

April 20, 2026

Article

[Featured image] A horticulturalist uses AI to detect crop disease as they stand in a greenhouse filled with plants and make notes on a tablet.

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.

May 31, 2026

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.

March 4, 2026

Article

AI and machine learning courses

Google

Skills you'll gain: Google Gemini, Generative AI, AI literacy, Model Training, AI Integrations, Google Sheets, Critical Thinking, Innovation

4.8 stars, 26K reviews, Beginner, Specialization, 3 - 6 Months
Status: Top AI program

Saïd Business School, University of Oxford

Skills you'll gain: Responsible AI, Artificial Neural Networks, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Generative AI, Machine Learning Methods, Deep Learning, Machine Learning, Convolutional Neural Networks, Supervised Learning, Fraud detection, Reinforcement Learning, Unsupervised Learning

4.8 stars, 261 reviews, Beginner, Course, 1 - 3 Months

Packt

Skills you'll gain: Responsible AI, Data Ethics, AI Security, Governance, ChatGPT, Artificial Intelligence, Ethical Standards And Conduct, Risk Mitigation, Organizational Leadership, Risk Analysis, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Accountability Frameworks, Policy Development, Social Impact, Policy Analysis, Research, and Development, Accountability

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 5, 2026

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.

May 8, 2026

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.

April 28, 2026

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.

Part-of-Speech Tagging Fundamentals, Uses, and How to Get Started

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

October 22, 2026

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.

June 11, 2026

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.

June 24, 2026

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 their negative impact on industries.

October 8, 2026

Article

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

16 AI Writing Tools for Research, Drafting, Editing, and More

AI writing tools can enhance every step of the writing process, from generating ideas and organizing outlines to conducting research and creating text. Discover the capabilities of AI writing tools and different options for your work.

October 5, 2026

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.

November 2, 2026

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.

16 Artificial Intelligence Skills for General Roles and AI Careers

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.

April 20, 2026

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 5, 2026

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.

May 8, 2026

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.

April 28, 2026

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.

Part-of-Speech Tagging Fundamentals, Uses, and How to Get Started

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

October 22, 2026

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.

June 11, 2026

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.

June 24, 2026

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 their negative impact on industries.

October 8, 2026

Article

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

16 AI Writing Tools for Research, Drafting, Editing, and More

AI writing tools can enhance every step of the writing process, from generating ideas and organizing outlines to conducting research and creating text. Discover the capabilities of AI writing tools and different options for your work.

October 5, 2026

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.

November 2, 2026

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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