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 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 man in an office with large windows speaks into a smartphone, which uses syntax analysis to convert speech to text.

What Is Syntax Analysis?

Syntax analysis is a technique that works with other forms of analysis to facilitate communication between humans and computers. Explore syntax analysis, why it’s important to natural language processing (NLP), and careers using this process.

February 3, 2025

Article

[Video thumbnail] Create AI As An AI ARCHITECT!

AI Architect: Design the Future of AI (VIDEO)

These tech visionaries are in HIGH DEMAND, leading the charge in AI adoption across industries.

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 man in an office with large windows speaks into a smartphone, which uses syntax analysis to convert speech to text.

What Is Syntax Analysis?

Syntax analysis is a technique that works with other forms of analysis to facilitate communication between humans and computers. Explore syntax analysis, why it’s important to natural language processing (NLP), and careers using this process.

February 3, 2025

Article

AI and machine learning courses

Status: Free Trial

IBM

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

4.7
Rating, 4.7 out of 5 stars
19K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computer Science, Computer Programming

4.6
Rating, 4.6 out of 5 stars
21 reviews

Intermediate · Course · 1 - 4 Weeks

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Generative AI, Workflow Management, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, Process Optimization, ChatGPT, Productivity Software, Workforce Development, Strategic Thinking, Security Awareness, Diversity Awareness, Risk Management Framework, Digital Transformation, Innovation, Technical Writing, Emerging Technologies, Machine Learning Software

4.8
Rating, 4.8 out of 5 stars
1.3K reviews

Beginner · Specialization · 1 - 3 Months

[Feature Image] After wondering, “What is artificial narrow intelligence,” a learner engaging in professional development reviews online learning materials to explore the topic and how to implement weak AI in their workflows.

What Is Artificial Narrow Intelligence?

What is artificial narrow intelligence (ANI)? Discover its scope, capabilities, impact on daily life, and how to start a career in this emerging field.

February 1, 2025

Article

[Featured Image] After learning how to make a decision tree, a businessperson creates a decision tree on their computer and uses it for risk analysis.

How to Make a Decision Tree?

Uncover the steps to creating a decision tree, a powerful decision-making and data analysis tool. Learn about its significance and applications.

January 31, 2025

Article

[Featured Image] A physician standing next to a child who is lying on a hospital bed at the entrance to an MRI machine examines medical imaging on a screen aided by image classification.

What Is Image Classification?

Imagine classification is a cornerstone of computer vision where algorithms identify and categorize elements within images. Discover how this technology powers applications from photo tagging on social media to advanced medical diagnostics.

January 30, 2025

Article

[Feature Image] A big data analyst discusses the details of a report for an impending presentation to company stakeholders with two colleagues.

Mastering Big Data Analysis: The Role of a Big Data Analyst

Big data plays a crucial role in shaping a business’s decision-making strategy. Discover the role of big data analysts, explore the various types of big data analyst jobs available, and gain insights into the average salary in this dynamic field.

January 30, 2025

Article

[Featured Image] An office worker is using OCR to scan a document on their phone.

What Is Optical Character Recognition?

Optical character recognition is a technology from the 1970s that is making advancements with machine learning, deep learning, and neural networks. Read on to learn more.

January 30, 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

[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

[Video thumbnail] Create AI As An AI ARCHITECT!

AI Architect: Design the Future of AI (VIDEO)

These tech visionaries are in HIGH DEMAND, leading the charge in AI adoption across industries.

February 3, 2025

Article

[Feature Image] After wondering, “What is artificial narrow intelligence,” a learner engaging in professional development reviews online learning materials to explore the topic and how to implement weak AI in their workflows.

What Is Artificial Narrow Intelligence?

What is artificial narrow intelligence (ANI)? Discover its scope, capabilities, impact on daily life, and how to start a career in this emerging field.

February 1, 2025

Article

[Featured Image] After learning how to make a decision tree, a businessperson creates a decision tree on their computer and uses it for risk analysis.

How to Make a Decision Tree?

Uncover the steps to creating a decision tree, a powerful decision-making and data analysis tool. Learn about its significance and applications.

January 31, 2025

Article

[Featured Image] A physician standing next to a child who is lying on a hospital bed at the entrance to an MRI machine examines medical imaging on a screen aided by image classification.

What Is Image Classification?

Imagine classification is a cornerstone of computer vision where algorithms identify and categorize elements within images. Discover how this technology powers applications from photo tagging on social media to advanced medical diagnostics.

January 30, 2025

Article

[Feature Image] A big data analyst discusses the details of a report for an impending presentation to company stakeholders with two colleagues.

Mastering Big Data Analysis: The Role of a Big Data Analyst

Big data plays a crucial role in shaping a business’s decision-making strategy. Discover the role of big data analysts, explore the various types of big data analyst jobs available, and gain insights into the average salary in this dynamic field.

January 30, 2025

Article

[Featured Image] An office worker is using OCR to scan a document on their phone.

What Is Optical Character Recognition?

Optical character recognition is a technology from the 1970s that is making advancements with machine learning, deep learning, and neural networks. Read on to learn more.

January 30, 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

[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

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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