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 businessman sits in his office and reads about reinforcement learning from human feedback (RHF) and its role in various AI programs.

RLHF: Understanding Reinforcement Learning from Human Feedback

Learn more about how RLHF is a machine learning technique that makes decisions based on human input, creating a more reliable, accurate, and efficient partnership between generative AI systems and humans.

January 30, 2025

Article

[Featured Image] A group of three machine learning engineers look at a computer screen on which they use an SVM to analyze data.

What Are Support Vector Machine (SVM) Algorithms?

Learn about support vector machine algorithms (SVM), including what they accomplish, how machine learning engineers and data scientists use them, and how you can begin a career in the field.

January 30, 2025

Article

[Feature Image] After researching “what is zero-shot learning,” a learner explores course options to build relevant artificial intelligence skills.

What Is Zero-Shot Learning?

Explore the cutting-edge field of zero-shot learning, a fascinating new approach to machine learning and artificial intelligence. Learn more about what zero-shot learning is and the difference it makes.

January 28, 2025

Article

[Featured Image] A businessman sits in his office and reads about reinforcement learning from human feedback (RHF) and its role in various AI programs.

RLHF: Understanding Reinforcement Learning from Human Feedback

Learn more about how RLHF is a machine learning technique that makes decisions based on human input, creating a more reliable, accurate, and efficient partnership between generative AI systems and humans.

January 30, 2025

Article

[Featured Image] A group of three machine learning engineers look at a computer screen on which they use an SVM to analyze data.

What Are Support Vector Machine (SVM) Algorithms?

Learn about support vector machine algorithms (SVM), including what they accomplish, how machine learning engineers and data scientists use them, and how you can begin a career in the field.

January 30, 2025

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, Generative AI, Large Language Modeling, LLM Application, Process Optimization, Productivity Software, Computer Security Awareness Training, Workforce Development, Innovation, Organizational Strategy, Data Security, Sociology, Critical Thinking, Analysis

4.8
Rating, 4.8 out of 5 stars
11K 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
21K reviews

Beginner · Course · 1 - 4 Weeks

Status: Preview

University of Cambridge

Skills you'll gain: Data Ethics, Prompt Engineering, Responsible AI, OpenAI, Artificial Intelligence, Ethical Standards And Conduct, AI Product Strategy, ChatGPT, Generative AI, Case Studies, Information Privacy, Human Centered Design, Natural Language Processing

Beginner · Course · 1 - 3 Months

[Featured image] AI and data science instructor at UC Davis and industry thought leader Sadie St. Lawrence

The AI Advantage: 9 Questions with UC Davis AI Instructor Sadie St. Lawrence

Award-winning researcher, instructor, and CEO Sadie St. Lawrence joins Coursera for an illuminating Q&A on unlocking your potential with AI.

January 28, 2025

Article

[Featured Image] A businessman using natural language understanding through an AI assistant on smart phone.

What Is Natural Language Understanding (NLU)?

Discover natural language understanding, its fundamental components, how it differs from natural language processing, and its current and future applications.

January 21, 2025

Article

[Featured Image] A college student is on his computer learning about the difference between machine learning and statistics.

Machine Learning vs. Statistics: What’s the Difference?

Machine learning uses statistics in its models. Learn about how machine learning differs from statistics and how to approach each discipline.

January 21, 2025

Article

[Featured Image] Two learners study for their professional development course, learning about AI versus algorithms.

AI vs. Algorithm: What’s the Difference?

AI, or artificial intelligence, refers to the simulation of human intelligence in machines, whereas algorithms are step-by-step instructions for solving problems or performing tasks. Explore both concepts and how they intersect.

January 21, 2025

Article

[Video Thumbnail] AGI vs. AI: What's the difference?

AGI vs. AI: How Close Are We? [VIDEO]

The idea of machines matching human intelligence has captivated us for decades. But how far away is true Artificial General Intelligence (AGI)?

January 21, 2025

Article

[Featured Image] A group of businesspeople meets to discuss data-driven insights that inform their marketing research, one of the essential big data applications in 2024.

What Are the Different Types of Big Data? Transformative Applications Across Industries

Explore how big data is transforming industries, including vital types of big data applications and significant areas of innovation.

January 21, 2025

Article

[Thumbnail] Career Spotlight: AI Engineer

Career Spotlight: AI Engineer [VIDEO]

Imagine shaping the future of technology. That's the power of an AI Engineer - the brilliant minds behind self-driving cars, personalized recommendations, and so much more!

January 17, 2025

Article

[Featured Image] A young businesswoman is coding on computer while building her skill set to become an nlp engineer.

What Does an NLP Engineer Do?

Learn about what an NLP engineer does and how to start your career journey in this profession. NLP engineers design applications and algorithms that help computers better understand human language, both written and oral.

January 13, 2025

Article

[Featured Image] Two coworkers review an analysis of variance (ANOVA) on a laptop while discussing their findings.

What Is Analysis of Variance (ANOVA)?

Learn what an ANOVA is, why professionals across industries choose it for statistical analysis, and how to determine when it’s the proper test for your research question.

January 7, 2025

Article

[Feature Image] After researching “what is zero-shot learning,” a learner explores course options to build relevant artificial intelligence skills.

What Is Zero-Shot Learning?

Explore the cutting-edge field of zero-shot learning, a fascinating new approach to machine learning and artificial intelligence. Learn more about what zero-shot learning is and the difference it makes.

January 28, 2025

Article

[Featured image] AI and data science instructor at UC Davis and industry thought leader Sadie St. Lawrence

The AI Advantage: 9 Questions with UC Davis AI Instructor Sadie St. Lawrence

Award-winning researcher, instructor, and CEO Sadie St. Lawrence joins Coursera for an illuminating Q&A on unlocking your potential with AI.

January 28, 2025

Article

[Featured Image] A businessman using natural language understanding through an AI assistant on smart phone.

What Is Natural Language Understanding (NLU)?

Discover natural language understanding, its fundamental components, how it differs from natural language processing, and its current and future applications.

January 21, 2025

Article

[Featured Image] A college student is on his computer learning about the difference between machine learning and statistics.

Machine Learning vs. Statistics: What’s the Difference?

Machine learning uses statistics in its models. Learn about how machine learning differs from statistics and how to approach each discipline.

January 21, 2025

Article

[Featured Image] Two learners study for their professional development course, learning about AI versus algorithms.

AI vs. Algorithm: What’s the Difference?

AI, or artificial intelligence, refers to the simulation of human intelligence in machines, whereas algorithms are step-by-step instructions for solving problems or performing tasks. Explore both concepts and how they intersect.

January 21, 2025

Article

[Video Thumbnail] AGI vs. AI: What's the difference?

AGI vs. AI: How Close Are We? [VIDEO]

The idea of machines matching human intelligence has captivated us for decades. But how far away is true Artificial General Intelligence (AGI)?

January 21, 2025

Article

[Featured Image] A group of businesspeople meets to discuss data-driven insights that inform their marketing research, one of the essential big data applications in 2024.

What Are the Different Types of Big Data? Transformative Applications Across Industries

Explore how big data is transforming industries, including vital types of big data applications and significant areas of innovation.

January 21, 2025

Article

[Thumbnail] Career Spotlight: AI Engineer

Career Spotlight: AI Engineer [VIDEO]

Imagine shaping the future of technology. That's the power of an AI Engineer - the brilliant minds behind self-driving cars, personalized recommendations, and so much more!

January 17, 2025

Article

[Featured Image] A young businesswoman is coding on computer while building her skill set to become an nlp engineer.

What Does an NLP Engineer Do?

Learn about what an NLP engineer does and how to start your career journey in this profession. NLP engineers design applications and algorithms that help computers better understand human language, both written and oral.

January 13, 2025

Article

[Featured Image] Two coworkers review an analysis of variance (ANOVA) on a laptop while discussing their findings.

What Is Analysis of Variance (ANOVA)?

Learn what an ANOVA is, why professionals across industries choose it for statistical analysis, and how to determine when it’s the proper test for your research question.

January 7, 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.

Frequently asked questions (FAQ)