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 machine learning expert sits at a desk, using a laptop, and uses the softmax activation function.

Deep Learning Basics: The Softmax Activation Function

Learn more about what the Softmax activation function is, how it operates within deep learning neural networks, and how to determine if this function is the right choice for your data type.

October 30, 2024

Article

[Featured Image] A company's IT person is showing their colleagues the repetitive and menial tasks that they programmed to be automated.

IT Automation: 2026 Overview

IT automation is a key part of streamlining a business’s digital operations. Explore what IT automation is, some examples, and the types of jobs that exist in the field.

October 30, 2024

Article

[Featured Image] A woman at a computer desk in an office that is using peer-to-peer networking for all other computers and printers.

What Is a Peer-to-Peer Network?

In a P2P network, computers directly connect and share resources without a central server. Explore what a peer-to-peer network is, how it started and how it works, some examples, and when to use an alternative network.

October 24, 2024

Article

[Featured Image] A machine learning expert sits at a desk, using a laptop, and uses the softmax activation function.

Deep Learning Basics: The Softmax Activation Function

Learn more about what the Softmax activation function is, how it operates within deep learning neural networks, and how to determine if this function is the right choice for your data type.

October 30, 2024

Article

[Featured Image] A company's IT person is showing their colleagues the repetitive and menial tasks that they programmed to be automated.

IT Automation: 2026 Overview

IT automation is a key part of streamlining a business’s digital operations. Explore what IT automation is, some examples, and the types of jobs that exist in the field.

October 30, 2024

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Enablement, AI Security, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Evaluation, Personally Identifiable Information, Process Optimization, Operational Efficiency, Emerging Technologies, Data Security, Critical Thinking, Analysis, Natural Language Processing, Innovation, Data-Driven Decision-Making

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, Robotics, Business Logic, 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

Skills you'll gain: Prompt Patterns, AI Enablement

Beginner · Course · 1 - 4 Weeks

[Featured Image] A male and female coworker stand in an office next to a presentation screen discussing overfitting in their business.

Overfitting Data: A Beginner’s Guide

As you enter the exciting world of machine learning, exploring common obstacles like overfitting can help you optimize your models and prevent errors. Learn what overfitting is, why it occurs, and how you can help prevent it in your statistical models.

October 8, 2024

Article

[Featured Image] An engineer working on their laptop decides between using supervised versus unsupervised learning methods for their machine learning tasks as they stand in a robotics lab.

Supervised vs. Unsupervised Learning: Pros, Cons, and When to Choose

These machine learning algorithms are used across many industries to identify patterns, make predictions, and more. Explore the differences between supervised and unsupervised learning to better understand what they are and how you might use them.

October 4, 2024

Article

[Featured Image] A smiling automation engineer sits at their desktop computer and looks at a colleague off-camera.

Automation Engineer Career Guide

Automation engineers help streamline processes to make the workplace more efficient. Explore more about an automation engineer career and what you’ll need to start one.

October 4, 2024

Article

[Featured image] A portrait of IBM AI Engineer and Data Scientist Sina Nazeri on a blue background with the IBM logo

6 Questions with an IBM Data Scientist and AI Engineer

Wielding a PhD and a commitment to advancing knowledge, IBMer Sina Nazeri joins Coursera for an illuminating Q&A session.

September 26, 2024

Article

[Featured Image] A businesswoman types on her laptop while speaking into a voice assistant device, which uses a type of artificial neural network called natural language processing.

What Is an Artificial Neural Network, and Why Does It Matter for AI?

Explore what artificial neural networks are and why they are a key component of artificial intelligence.

September 26, 2024

Article

[Featured image] A graphic with former Coursera CEO Jeff Maggioncalda that says GenAI and Career Advancement

How to Use GenAI to Advance Your Career: Insight from Coursera's Former CEO

Jeff Maggioncalda shares his best advice for career advancement, plus how to use GenAI to create your unique action plan.

September 3, 2024

Article

[Featured image] A graphic with former Coursera CEO Jeff Maggioncalda that says GenAI and Job Roles

How to Use GenAI in Your Job: Insight from Coursera’s Former CEO

Learn how to create your unique plan for using GenAI in your job role with Jeff Maggioncalda’s step-by-step guide.

September 3, 2024

Article

[Featured image] A graphic with former Coursera CEO Jeff Maggioncalda that says GenAI and Systems Thinking

The Secret to Using GenAI Tools Effectively: Insight from Coursera’s Former CEO

Jeff Maggioncalda shares how to use systems thinking—a fundamental skill among business leaders—to improve your productivity with GenAI.

September 3, 2024

Article

[Featured Image] A college professors discusses the future of AI in education with his classroom.

AI in Education: Approaches and Strategies for Educators

Discover how AI can enhance learning, the pros and cons of using AI in education, and ways you can implement AI into your classroom.

August 30, 2024

Article

[Featured Image] A woman at a computer desk in an office that is using peer-to-peer networking for all other computers and printers.

What Is a Peer-to-Peer Network?

In a P2P network, computers directly connect and share resources without a central server. Explore what a peer-to-peer network is, how it started and how it works, some examples, and when to use an alternative network.

October 24, 2024

Article

[Featured Image] A male and female coworker stand in an office next to a presentation screen discussing overfitting in their business.

Overfitting Data: A Beginner’s Guide

As you enter the exciting world of machine learning, exploring common obstacles like overfitting can help you optimize your models and prevent errors. Learn what overfitting is, why it occurs, and how you can help prevent it in your statistical models.

October 8, 2024

Article

[Featured Image] An engineer working on their laptop decides between using supervised versus unsupervised learning methods for their machine learning tasks as they stand in a robotics lab.

Supervised vs. Unsupervised Learning: Pros, Cons, and When to Choose

These machine learning algorithms are used across many industries to identify patterns, make predictions, and more. Explore the differences between supervised and unsupervised learning to better understand what they are and how you might use them.

October 4, 2024

Article

[Featured Image] A smiling automation engineer sits at their desktop computer and looks at a colleague off-camera.

Automation Engineer Career Guide

Automation engineers help streamline processes to make the workplace more efficient. Explore more about an automation engineer career and what you’ll need to start one.

October 4, 2024

Article

[Featured image] A portrait of IBM AI Engineer and Data Scientist Sina Nazeri on a blue background with the IBM logo

6 Questions with an IBM Data Scientist and AI Engineer

Wielding a PhD and a commitment to advancing knowledge, IBMer Sina Nazeri joins Coursera for an illuminating Q&A session.

September 26, 2024

Article

[Featured Image] A businesswoman types on her laptop while speaking into a voice assistant device, which uses a type of artificial neural network called natural language processing.

What Is an Artificial Neural Network, and Why Does It Matter for AI?

Explore what artificial neural networks are and why they are a key component of artificial intelligence.

September 26, 2024

Article

[Featured image] A graphic with former Coursera CEO Jeff Maggioncalda that says GenAI and Career Advancement

How to Use GenAI to Advance Your Career: Insight from Coursera's Former CEO

Jeff Maggioncalda shares his best advice for career advancement, plus how to use GenAI to create your unique action plan.

September 3, 2024

Article

[Featured image] A graphic with former Coursera CEO Jeff Maggioncalda that says GenAI and Job Roles

How to Use GenAI in Your Job: Insight from Coursera’s Former CEO

Learn how to create your unique plan for using GenAI in your job role with Jeff Maggioncalda’s step-by-step guide.

September 3, 2024

Article

[Featured image] A graphic with former Coursera CEO Jeff Maggioncalda that says GenAI and Systems Thinking

The Secret to Using GenAI Tools Effectively: Insight from Coursera’s Former CEO

Jeff Maggioncalda shares how to use systems thinking—a fundamental skill among business leaders—to improve your productivity with GenAI.

September 3, 2024

Article

[Featured Image] A college professors discusses the future of AI in education with his classroom.

AI in Education: Approaches and Strategies for Educators

Discover how AI can enhance learning, the pros and cons of using AI in education, and ways you can implement AI into your classroom.

August 30, 2024

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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