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 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 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

AI and machine learning courses

Status: Free Trial

IBM

Skills you'll gain: Generative AI, ChatGPT, Natural Language Processing, Market Opportunities

4.7
Rating, 4.7 out of 5 stars
20K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Process Optimization, Productivity Software, Workforce Development, Digital Transformation, Innovation, Technical Writing, Emerging Technologies, Operational Efficiency, Business Solutions, Machine Learning Software, Data Security, Critical Thinking, Analysis, Data Analysis, Data Quality

4.8
Rating, 4.8 out of 5 stars
4.3K reviews

Beginner · Specialization · 1 - 3 Months

Status: Free Trial

University of Pennsylvania

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

4.4
Rating, 4.4 out of 5 stars
23 reviews

Intermediate · Course · 1 - 4 Weeks

[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

[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

[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

[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

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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