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 data science professional sits at a desk with a computer and tablet, using the random forest algorithm to aggregate data.

What Are the Advantages and Disadvantages of Random Forest?

Explore random forests, a popular machine learning algorithm, in more detail by delving into the advantages, disadvantages, and exciting industry applications of this technique.

December 9, 2024

Article

[Featured Image] An older person wearing glasses while sitting at a desk in front of an open laptop smiles as they use a natural language processing application example: a voice-activated assistant.

Exploring Natural Language Processing Applications

Discover how natural language processing empowers transformations in how humans and machines communicate. Learn about diverse natural language processing applications and their impact.

December 5, 2024

Article

[Featured Image] An AI ethicist works at her desk with a laptop and notebook, ensuring her company's projects meet moral and social standards.

What Does an AI Ethicist Do?

AI ethics is a quickly evolving field in artificial intelligence. Learn more about what an artificial intelligence ethicist does, including the education required to be an AI ethicist and the average AI ethicist salary.

December 5, 2024

Article

[Featured Image] A data science professional sits at a desk with a computer and tablet, using the random forest algorithm to aggregate data.

What Are the Advantages and Disadvantages of Random Forest?

Explore random forests, a popular machine learning algorithm, in more detail by delving into the advantages, disadvantages, and exciting industry applications of this technique.

December 9, 2024

Article

[Featured Image] An older person wearing glasses while sitting at a desk in front of an open laptop smiles as they use a natural language processing application example: a voice-activated assistant.

Exploring Natural Language Processing Applications

Discover how natural language processing empowers transformations in how humans and machines communicate. Learn about diverse natural language processing applications and their impact.

December 5, 2024

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
14 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
9.4K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A student curious about Google's AI product sits outside with a laptop and searches "what is Bard."

What Is Bard? Your Guide to Google's AI Chatbot

Uncover z mystery of Google Bard, Google's answer to ChatGPT. Read on to discover what is Bard (now Gemini) and learn more about the capabilities of Google's generative AI chatbot.

December 5, 2024

Article

[Featured image] A graphic designer is writing with a pen on a 3D modeling software.

What Is 3D Modeling? Understanding the Basics

Learn about three-dimensional (3D) modeling and how it can help you in various applications.

December 4, 2024

Article

[Featured Image] Two businessmen study an interactive screen that displays a graph formed by discrete or continuous data.

Discrete vs. Continuous Data: A Guide for Beginners

Continuous and discrete data are two types of quantitative data that you can use to uncover insights, analyze trends, and inform business decisions. Explore what each type of data is, how they differ, and when you might use each type.

November 13, 2024

Article

[Featured Image] A woman sits in a coffee shop, looking at her laptop, and considers taking an online course on how to learn data structures and algorithms.

How to Learn Data Structures and Algorithms: A Basic Guide

Learn how data structures and algorithms build fundamental skills for efficient programmers. Use this guide to discover more about this discipline and get tips on how to learn DSA to help further your career.

November 11, 2024

Article

[Featured Image] Two beginner programmers collaborate on a Python project.

10 Simple Python Projects for Beginners

Python is a popular and easy-to-learn programming language, and Python projects can be a good way to build a project portfolio to demonstrate your skills. Read on to discover 10 beginner-level Python projects you can start today.

November 4, 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 his colleagues the repetitive and menial tasks that he programmed to be automated.

IT Automation: 2025 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 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 AI ethicist works at her desk with a laptop and notebook, ensuring her company's projects meet moral and social standards.

What Does an AI Ethicist Do?

AI ethics is a quickly evolving field in artificial intelligence. Learn more about what an artificial intelligence ethicist does, including the education required to be an AI ethicist and the average AI ethicist salary.

December 5, 2024

Article

[Featured Image] A student curious about Google's AI product sits outside with a laptop and searches "what is Bard."

What Is Bard? Your Guide to Google's AI Chatbot

Uncover z mystery of Google Bard, Google's answer to ChatGPT. Read on to discover what is Bard (now Gemini) and learn more about the capabilities of Google's generative AI chatbot.

December 5, 2024

Article

[Featured image] A graphic designer is writing with a pen on a 3D modeling software.

What Is 3D Modeling? Understanding the Basics

Learn about three-dimensional (3D) modeling and how it can help you in various applications.

December 4, 2024

Article

[Featured Image] Two businessmen study an interactive screen that displays a graph formed by discrete or continuous data.

Discrete vs. Continuous Data: A Guide for Beginners

Continuous and discrete data are two types of quantitative data that you can use to uncover insights, analyze trends, and inform business decisions. Explore what each type of data is, how they differ, and when you might use each type.

November 13, 2024

Article

[Featured Image] A woman sits in a coffee shop, looking at her laptop, and considers taking an online course on how to learn data structures and algorithms.

How to Learn Data Structures and Algorithms: A Basic Guide

Learn how data structures and algorithms build fundamental skills for efficient programmers. Use this guide to discover more about this discipline and get tips on how to learn DSA to help further your career.

November 11, 2024

Article

[Featured Image] Two beginner programmers collaborate on a Python project.

10 Simple Python Projects for Beginners

Python is a popular and easy-to-learn programming language, and Python projects can be a good way to build a project portfolio to demonstrate your skills. Read on to discover 10 beginner-level Python projects you can start today.

November 4, 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 his colleagues the repetitive and menial tasks that he programmed to be automated.

IT Automation: 2025 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 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

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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