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 student works on a machine learning project on their laptop in a library at a wooden table. They're wearing headphones and there is a stack of books next to their computer.

7 Machine Learning Projects to Build Your Skills

Machine learning projects are a great way to practice your skills and develop your portfolio. Test yourself and prepare for a future career as a machine learning expert with these engaging projects.

June 30, 2022

Article

[Featured Image]: A male, wearing a reddish shirt, glasses, and a beard. He is working in front of his computer in his office.

9 Best Python Libraries for Machine Learning

If you’re getting into machine learning, chances are you’ll want to choose a Python library (or a few). Here’s a look at the best ones this year.

June 27, 2022

Article

[Featured Image]: A man wearing a blue sweater and glasses, is working in front of two computer screens. He is sitting on a creamy white chair.

9 Artificial Intelligence (AI) Jobs to Consider in 2026

Here are some in-demand jobs amid the AI boom that you can consider pursuing a career in.

June 15, 2022

Article

[Featured Image] A machine learning student works on a machine learning project on their laptop in a library at a wooden table. They're wearing headphones and there is a stack of books next to their computer.

7 Machine Learning Projects to Build Your Skills

Machine learning projects are a great way to practice your skills and develop your portfolio. Test yourself and prepare for a future career as a machine learning expert with these engaging projects.

June 30, 2022

Article

[Featured Image]: A male, wearing a reddish shirt, glasses, and a beard. He is working in front of his computer in his office.

9 Best Python Libraries for Machine Learning

If you’re getting into machine learning, chances are you’ll want to choose a Python library (or a few). Here’s a look at the best ones this year.

June 27, 2022

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Information Systems Security Assessment Framework (ISSAF), Operational Efficiency, Business Process Automation, Data Security, Critical Thinking, Analysis, Innovation

4.8
Rating, 4.8 out of 5 stars
16K 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
22K reviews

Beginner · Course · 1 - 4 Weeks

Status: Preview

Amazon Web Services

Skills you'll gain: Responsible AI, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, Artificial Intelligence, Applied Machine Learning, Prompt Engineering, Large Language Modeling, Machine Learning, Data Governance, Cloud Security

Beginner · Course · 1 - 3 Months

[Featured Image]: A female wearing a white top and glasses. She has long brown hair. She is sitting in front of her laptop, holding a pen in her hand.

Is Machine Learning Hard? A Guide to Getting Started

Machine learning (ML), a fast-growing AI field, combines math, coding, and computer science. It powers tech like Netflix recommendations and speech-to-text. This guide covers ML basics, learning challenges, career paths, and how to start in the field.

June 10, 2022

Article

[Feature image] Person examining data on two separate devices.

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 machine learning enthusiast, wearing a blue jacket and glasses, stands in front of their computer, holding their 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.

What Are Machine Learning Models and How Do You Build Them?

Machine learning models power industries like data science, marketing, and finance. This guide covers how they're built, key algorithms, types of machine learning, model training parameters, and popular methods for classification and regression.

May 19, 2022

Article

[Featured Image] An AI engineer with long dark hair in a gray striped shirt works in front of their 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 deep learning engineer studies deep learning models and determines how to improve their accuracy.

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 man wearing a blue sweater and glasses, is working in front of two computer screens. He is sitting on a creamy white chair.

9 Artificial Intelligence (AI) Jobs to Consider in 2026

Here are some in-demand jobs amid the AI boom that you can consider pursuing a career in.

June 15, 2022

Article

[Featured Image]: A female wearing a white top and glasses. She has long brown hair. She is sitting in front of her laptop, holding a pen in her hand.

Is Machine Learning Hard? A Guide to Getting Started

Machine learning (ML), a fast-growing AI field, combines math, coding, and computer science. It powers tech like Netflix recommendations and speech-to-text. This guide covers ML basics, learning challenges, career paths, and how to start in the field.

June 10, 2022

Article

[Feature image] Person examining data on two separate devices.

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 machine learning enthusiast, wearing a blue jacket and glasses, stands in front of their computer, holding their 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.

What Are Machine Learning Models and How Do You Build Them?

Machine learning models power industries like data science, marketing, and finance. This guide covers how they're built, key algorithms, types of machine learning, model training parameters, and popular methods for classification and regression.

May 19, 2022

Article

[Featured Image] An AI engineer with long dark hair in a gray striped shirt works in front of their 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 deep learning engineer studies deep learning models and determines how to improve their accuracy.

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

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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