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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[Feature Image] Two learners collaborate on a project designed to measure generative AI’s impact on business.

Generative AI Impact on Business

Generative AI, or using artificial intelligence models to generate text, images, videos, data, code, and more, has the potential to revolutionize business processes. Explore the projected and current generative AI impact on business.

March 17, 2025

Article

[Featured Image] A machine learning engineer sits at his computer in an office workstation near their colleagues and is working with embedding models.

What Is an Embedding Model?

Explore what embedding models are and how you can use them in your machine learning model. Learn about types, use cases, and how you might implement your own.

March 17, 2025

Article

[Featured Image] Two machine learning specialists discuss dropout in neural networks as they look at a computer screen in a busy office setting.

Dropout in Neural Networks: Enhancing Model Robustness

Explore the significance of dropout in neural networks and how it improves model generalization and other practical regularization applications in machine learning.

March 17, 2025

Article

[Feature Image] Two learners collaborate on a project designed to measure generative AI’s impact on business.

Generative AI Impact on Business

Generative AI, or using artificial intelligence models to generate text, images, videos, data, code, and more, has the potential to revolutionize business processes. Explore the projected and current generative AI impact on business.

March 17, 2025

Article

[Featured Image] A machine learning engineer sits at his computer in an office workstation near their colleagues and is working with embedding models.

What Is an Embedding Model?

Explore what embedding models are and how you can use them in your machine learning model. Learn about types, use cases, and how you might implement your own.

March 17, 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
17K 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: Free Trial

Advancing Women in Tech

Beginner · Course · 1 - 4 Weeks

[Featured image] Machine learning professionals discussing the difference between SVM and decision trees in an office.

The Difference Between SVM and Decision Trees

Decision trees and SVMs are both used for classifying data in machine learning. Explore the difference between SVM and decision trees, including how they work and the advantages and challenges of each model.

March 17, 2025

Article

[Featured Image]: A doctor analyzing a scan highlights the impact of deep learning and neural networks on medical imaging technology and diagnostics.

Deep Learning vs. Neural Network: What’s the Difference?

Learn about deep learning versus neural networks, including what these two artificial intelligence components are and how you can use them.

March 17, 2025

Article

[Feature Image] A learner studies on a laptop as part of an online course designed to help them develop deep learning skills.

Essential Deep Learning Skills

Deep learning skills encompass neural networks, Python, and TensorFlow. Discover the core competencies in deep learning, gain a deeper understanding of neural networks, and learn how to leverage deep learning skills in your own projects.

March 17, 2025

Article

[Featured Image] A programmer sits at their office desk and studies deep learning frameworks on their computer.

Exploring Deep Learning Frameworks: Tools for Building Intelligent Systems

Deep learning frameworks are the backbone of modern AI, enabling you to train complex neural networks easily. From image recognition to natural language processing, these frameworks are crucial. Explore more on Coursera.

March 17, 2025

Article

[Feature Image] A job candidate who uses a wheelchair responds to decision tree interview questions during a meeting with a recruiter in an open office space.

What Are Decision Tree Interview Questions?

Learn about decision tree interview questions and understand how they demonstrate your ability to problem-solve in the field of data science. Discover both common and advanced decision tree interview questions.

March 17, 2025

Article

[Feature Image] A team of data professionals discusses the insights gained from using data modeling techniques and tools.

Exploring Data Modeling Techniques: Popular Options for 2026

Data modeling is a key strategy for analysis. Learn more about data modeling techniques, including how they support effective data modeling and what types of data modeling tools you can use.

March 17, 2025

Article

[Featured Image] Businessperson working on futuristic hologram device in an office while contemplating whether AI could replace CEOs.

Could AI Replace CEOs?

AI is unlikely to replace CEOs. Simply put, no AI program can think, strategize, and inspire the way a human CEO can. Discover how AI adoption can boost rather than replace a CEO’s decision-making acumen, leading to greater efficiency and productivity.

March 17, 2025

Article

[Feature Image] An instructor explains what a context window is and its impact on working with AI models.

What Is an AI Context Window?

A context window is the working memory of an AI model or how much information it can remember while generating a response to your prompt. Learn more about why context windows matter and how popular AI models compare.

March 17, 2025

Article

[Featured Image] An AI professional sits in an office space, using chain of thought prompting to help build software solutions for his organization.

Chain of Thought Prompting: Enhancing AI Reasoning and Decision-Making

Chain of thought prompting is a technique for increasing the reasoning power of a large language model by asking it to use a step-by-step approach when prompt solving. Learn how this technique works and how to write chain of thought prompts.

March 17, 2025

Article

[Featured Image] Two machine learning specialists discuss dropout in neural networks as they look at a computer screen in a busy office setting.

Dropout in Neural Networks: Enhancing Model Robustness

Explore the significance of dropout in neural networks and how it improves model generalization and other practical regularization applications in machine learning.

March 17, 2025

Article

[Featured image] Machine learning professionals discussing the difference between SVM and decision trees in an office.

The Difference Between SVM and Decision Trees

Decision trees and SVMs are both used for classifying data in machine learning. Explore the difference between SVM and decision trees, including how they work and the advantages and challenges of each model.

March 17, 2025

Article

[Featured Image]: A doctor analyzing a scan highlights the impact of deep learning and neural networks on medical imaging technology and diagnostics.

Deep Learning vs. Neural Network: What’s the Difference?

Learn about deep learning versus neural networks, including what these two artificial intelligence components are and how you can use them.

March 17, 2025

Article

[Feature Image] A learner studies on a laptop as part of an online course designed to help them develop deep learning skills.

Essential Deep Learning Skills

Deep learning skills encompass neural networks, Python, and TensorFlow. Discover the core competencies in deep learning, gain a deeper understanding of neural networks, and learn how to leverage deep learning skills in your own projects.

March 17, 2025

Article

[Featured Image] A programmer sits at their office desk and studies deep learning frameworks on their computer.

Exploring Deep Learning Frameworks: Tools for Building Intelligent Systems

Deep learning frameworks are the backbone of modern AI, enabling you to train complex neural networks easily. From image recognition to natural language processing, these frameworks are crucial. Explore more on Coursera.

March 17, 2025

Article

[Feature Image] A job candidate who uses a wheelchair responds to decision tree interview questions during a meeting with a recruiter in an open office space.

What Are Decision Tree Interview Questions?

Learn about decision tree interview questions and understand how they demonstrate your ability to problem-solve in the field of data science. Discover both common and advanced decision tree interview questions.

March 17, 2025

Article

[Feature Image] A team of data professionals discusses the insights gained from using data modeling techniques and tools.

Exploring Data Modeling Techniques: Popular Options for 2026

Data modeling is a key strategy for analysis. Learn more about data modeling techniques, including how they support effective data modeling and what types of data modeling tools you can use.

March 17, 2025

Article

[Featured Image] Businessperson working on futuristic hologram device in an office while contemplating whether AI could replace CEOs.

Could AI Replace CEOs?

AI is unlikely to replace CEOs. Simply put, no AI program can think, strategize, and inspire the way a human CEO can. Discover how AI adoption can boost rather than replace a CEO’s decision-making acumen, leading to greater efficiency and productivity.

March 17, 2025

Article

[Feature Image] An instructor explains what a context window is and its impact on working with AI models.

What Is an AI Context Window?

A context window is the working memory of an AI model or how much information it can remember while generating a response to your prompt. Learn more about why context windows matter and how popular AI models compare.

March 17, 2025

Article

[Featured Image] An AI professional sits in an office space, using chain of thought prompting to help build software solutions for his organization.

Chain of Thought Prompting: Enhancing AI Reasoning and Decision-Making

Chain of thought prompting is a technique for increasing the reasoning power of a large language model by asking it to use a step-by-step approach when prompt solving. Learn how this technique works and how to write chain of thought prompts.

March 17, 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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