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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Data Science vs. Machine Learning: What’s the Difference?

What is the difference between data science and machine learning? Which potential career path is right for you? Find out more here.

June 6, 2022

Article

[Featured Image]: A man wearing a blue jacket and glasses, is standing in front and working on his computer and is holding his phone.

9 Machine Learning Books for Beginners: a 2025 Guide

Dive into machine learning and the wondrous world of algorithms and models with this curated reading list.

June 6, 2022

Article

[Featured Image]: A woman with long dark hair and wearing a gray turtleneck sweater. She is sitting in front of two computer screens and is wearing white headphones.

Machine Learning Models: What They Are and How to Build Them

Machine learning models are the backbone of innovations in everything from finance to retail. Read on to find out more about the different types and how to create them.

May 19, 2022

Article

[Feature image] Person examining data on two separate computers

Data Science vs. Machine Learning: What’s the Difference?

What is the difference between data science and machine learning? Which potential career path is right for you? Find out more here.

June 6, 2022

Article

[Featured Image]: A man wearing a blue jacket and glasses, is standing in front and working on his computer and is holding his phone.

9 Machine Learning Books for Beginners: a 2025 Guide

Dive into machine learning and the wondrous world of algorithms and models with this curated reading list.

June 6, 2022

Article

AI and machine learning courses

University of Pennsylvania

Skills you'll gain: Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computational Thinking, Programming Principles, Computer Science

4.6
Rating, 4.6 out of 5 stars
15 reviews

Intermediate · Course · 1 - 4 Weeks

IBM

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

4.7
Rating, 4.7 out of 5 stars
17K reviews

Beginner · Course · 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving

4.7
Rating, 4.7 out of 5 stars
9.5K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A woman with long dark hair in a gray striped shirt works in front of her computer screen in a shared office with lots of windows.

What Is an AI Engineer? (And How to Become One)

Learn what an artificial intelligence engineer does and how you can get into this exciting career field.

May 18, 2022

Article

[Featured image] Two coworkers discuss a project at a desktop computer.

Machine Learning Engineer Salary: How Much Can You Make?

A machine learning engineer's salary can be many times more than the median income in the United States. Learn how much you can expect to earn from this in-demand career.

May 13, 2022

Article

[Featured image] A machine learning engineer is looking at a program to ensure it practices machine learning fairness.

What Is Machine Learning Fairness? What You Need to Know

Here’s what you need to know about machine learning fairness and incorporating ethics into an increasingly automated world.

May 10, 2022

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2025

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

Article

[Featured image] A digital rendering of white lines and their connection points on a dark background representing artificial intelligence pathways

What Is Deep Learning? Definition, Examples, and Careers

Deep learning is a method that trains computers to process information in a way that mimics human neural processes. Learn more about deep learning examples and applications in this article.

April 5, 2022

Article

[Featured Image] A group of people are having a meeting at a table.

10 Machine Learning Interview Questions (+ Tips to Answer Them)

Machine learning interviews give you the opportunity to showcase your skills, knowledge, and work. Read on to find some of the most common questions you can expect to be asked and find tips on how you can answer them with confidence.

April 1, 2022

Article

[Featured Image] A woman stands in a darkened room lined with video monitors and reviews information on a tablet.

3 Types of Machine Learning You Should Know

Machine learning is an exciting field and a subset of artificial intelligence. Use this guide to discover more about real-world applications, and the three types of machine learning you should know.

March 14, 2022

Article

[Featured Image] Abstract black and white pattern

What Is a Machine Learning Engineer? (+ How to Get Started)

Machine learning engineers work with algorithms, data, and artificial intelligence. Learn about salary potential, job outlook, and steps to becoming a machine learning engineer.

February 22, 2022

Article

[Featured Image] A woman works on a laptop at a living room table.

Deep Learning vs. Machine Learning: A Beginner’s Guide

Deep learning is machine learning, and machine learning is artificial intelligence. But how do they fit together (and how do you get started learning)?

June 4, 2021

Article

[Featured Image]: A woman with long dark hair and wearing a gray turtleneck sweater. She is sitting in front of two computer screens and is wearing white headphones.

Machine Learning Models: What They Are and How to Build Them

Machine learning models are the backbone of innovations in everything from finance to retail. Read on to find out more about the different types and how to create them.

May 19, 2022

Article

[Featured Image] A woman with long dark hair in a gray striped shirt works in front of her computer screen in a shared office with lots of windows.

What Is an AI Engineer? (And How to Become One)

Learn what an artificial intelligence engineer does and how you can get into this exciting career field.

May 18, 2022

Article

[Featured image] Two coworkers discuss a project at a desktop computer.

Machine Learning Engineer Salary: How Much Can You Make?

A machine learning engineer's salary can be many times more than the median income in the United States. Learn how much you can expect to earn from this in-demand career.

May 13, 2022

Article

[Featured image] A machine learning engineer is looking at a program to ensure it practices machine learning fairness.

What Is Machine Learning Fairness? What You Need to Know

Here’s what you need to know about machine learning fairness and incorporating ethics into an increasingly automated world.

May 10, 2022

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2025

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

Article

[Featured image] A digital rendering of white lines and their connection points on a dark background representing artificial intelligence pathways

What Is Deep Learning? Definition, Examples, and Careers

Deep learning is a method that trains computers to process information in a way that mimics human neural processes. Learn more about deep learning examples and applications in this article.

April 5, 2022

Article

[Featured Image] A group of people are having a meeting at a table.

10 Machine Learning Interview Questions (+ Tips to Answer Them)

Machine learning interviews give you the opportunity to showcase your skills, knowledge, and work. Read on to find some of the most common questions you can expect to be asked and find tips on how you can answer them with confidence.

April 1, 2022

Article

[Featured Image] A woman stands in a darkened room lined with video monitors and reviews information on a tablet.

3 Types of Machine Learning You Should Know

Machine learning is an exciting field and a subset of artificial intelligence. Use this guide to discover more about real-world applications, and the three types of machine learning you should know.

March 14, 2022

Article

[Featured Image] Abstract black and white pattern

What Is a Machine Learning Engineer? (+ How to Get Started)

Machine learning engineers work with algorithms, data, and artificial intelligence. Learn about salary potential, job outlook, and steps to becoming a machine learning engineer.

February 22, 2022

Article

[Featured Image] A woman works on a laptop at a living room table.

Deep Learning vs. Machine Learning: A Beginner’s Guide

Deep learning is machine learning, and machine learning is artificial intelligence. But how do they fit together (and how do you get started learning)?

June 4, 2021

Article

AI and machine learning are changing the way we work, creating new roles and shifting the way businesses innovate. If you're interested in learning about AI and machine learning, we've gathered free articles and resources on those and other data-centric topics, including:

  • Data analytics

  • Data basics

  • Data science

  • Generative AI and ChatGPT

Frequently asked questions (FAQ)

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