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 person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is AIOps? Definition, Examples, and Use Cases

Learn more about how AI and machine learning provide new solutions to help IT professionals do their jobs.

August 11, 2022

Article

[Featured Image] A man wearing glasses works on a laptop computer.

Machine Learning in Finance: 10 Applications and Use Cases

Learn more about machine learning in finance with this article that covers applications, use cases, and careers.

August 5, 2022

Article

[Featured Image] A person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is a Digital Twin? Definition, Types, and Uses

Virtual versions of real-world objects have become increasingly important to many businesses. Read on to find out more about this exciting technology.

August 4, 2022

Article

[Featured Image] A person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is AIOps? Definition, Examples, and Use Cases

Learn more about how AI and machine learning provide new solutions to help IT professionals do their jobs.

August 11, 2022

Article

[Featured Image] A man wearing glasses works on a laptop computer.

Machine Learning in Finance: 10 Applications and Use Cases

Learn more about machine learning in finance with this article that covers applications, use cases, and careers.

August 5, 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 man sits in his home office thinking about how to use decision trees in machine learning.

Decision Trees in Machine Learning: Two Types (+ Examples)

Decision trees are a supervised learning algorithm often used in machine learning. Explore what decision trees are and how you might use them in practice.

July 25, 2022

Article

[FEATURED IMAGE] Two data science professionals perform their data science jobs, looking at a desktop computer in an office.

Data Science Jobs: Resources and Career Guide

Learn about jobs in data science and find resources for your next career move.

July 21, 2022

Article

[Featured Image]: A male wearing a blue shirt is sitting in front of his desktop, performing his duties as a data analyst.

4 Types of Big Data Technologies (+ Management Tools)

You can harness big data with the use of technologies that you can categorize into four types. Learn more about each type and the tools you can use with each type to effectively manage big data.

July 21, 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

[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.

6 Artificial Intelligence (AI) Jobs to Consider in 2025

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 is one of the most cutting-edge fields in the tech industry. Learn more with this guide to machine learning.

June 10, 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

[Featured Image] A person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is a Digital Twin? Definition, Types, and Uses

Virtual versions of real-world objects have become increasingly important to many businesses. Read on to find out more about this exciting technology.

August 4, 2022

Article

[Featured image] A man sits in his home office thinking about how to use decision trees in machine learning.

Decision Trees in Machine Learning: Two Types (+ Examples)

Decision trees are a supervised learning algorithm often used in machine learning. Explore what decision trees are and how you might use them in practice.

July 25, 2022

Article

[FEATURED IMAGE] Two data science professionals perform their data science jobs, looking at a desktop computer in an office.

Data Science Jobs: Resources and Career Guide

Learn about jobs in data science and find resources for your next career move.

July 21, 2022

Article

[Featured Image]: A male wearing a blue shirt is sitting in front of his desktop, performing his duties as a data analyst.

4 Types of Big Data Technologies (+ Management Tools)

You can harness big data with the use of technologies that you can categorize into four types. Learn more about each type and the tools you can use with each type to effectively manage big data.

July 21, 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

[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.

6 Artificial Intelligence (AI) Jobs to Consider in 2025

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 is one of the most cutting-edge fields in the tech industry. Learn more with this guide to machine learning.

June 10, 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 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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