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 cybersecurity boot camp learns about deep learning algorithms.

What Are Deep Learning Algorithms?

Deep learning algorithms are at the forefront of artificial intelligence. Learn more about deep learning algorithms, discover how they work, and take a look at unsupervised deep learning algorithms.

March 22, 2024

Article

[Featured Image] A group of tech employees gather in a conference room for a friendly debate over whether to use traditional AI vs. generative AI for their project.

AI vs. Generative AI: The Differences Explained

Wondering what the differences are between AI vs generative AI? Gain a deeper understanding of artificial intelligence, its pros and cons, and the distinguishing features of generative AI and its use cases.

March 22, 2024

Article

[Featured Image] Three engineers discuss simultaneous localization and mapping while looking at a drone.

What Is Simultaneous Localization and Mapping?

Simultaneous localization and mapping is key for the future of autonomous robotics. Learn about simultaneous localization and mapping, including what simultaneous localization and mapping is and simultaneous localization and mapping applications.

March 22, 2024

Article

[Featured image] A person in a cybersecurity boot camp learns about deep learning algorithms.

What Are Deep Learning Algorithms?

Deep learning algorithms are at the forefront of artificial intelligence. Learn more about deep learning algorithms, discover how they work, and take a look at unsupervised deep learning algorithms.

March 22, 2024

Article

[Featured Image] A group of tech employees gather in a conference room for a friendly debate over whether to use traditional AI vs. generative AI for their project.

AI vs. Generative AI: The Differences Explained

Wondering what the differences are between AI vs generative AI? Gain a deeper understanding of artificial intelligence, its pros and cons, and the distinguishing features of generative AI and its use cases.

March 22, 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
15 reviews

Intermediate · Course · 1 - 4 Weeks

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, 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
18K 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
11K reviews

Beginner · Course · 1 - 3 Months

[Featured image] A computational scientist conducts research on a computer in a lab.

What Does a Computational Scientist Do? 2025 Career Guide

Computational science is an in-demand and growing field. Learn more about what it’s like to be a computational scientist, including what to expect from computational scientist jobs and the average computational scientist salary.

March 22, 2024

Article

[Featured Image] A programmer explores R packages while he sits at his computer in his office.

R Packages for AI and Machine Learning

Learn about the various packages available in R to help with your artificial intelligence and machine learning projects.

March 22, 2024

Article

[Featured Image] Young Asian professional male software developer sitting at a desk using three computer monitors to write Python code.

What Is a Decorator in Python?

From logging to memorization, unlock the power of this versatile feature for cleaner and more efficient code. Learn more here.

March 22, 2024

Article

[Featured Image] A businesswoman sits at a laptop and works on an app that utilizes entity extraction and NLP.

Understanding NLP: What Is an Entity?

Learn what entities are within natural language processing and how these tools can strengthen your professional portfolio. Plus, discover which skills to focus on to build your basics.

March 22, 2024

Article

[Featured Image] A group of AI professionals meet in an office to discuss how they can apply transfer learning to their project.

What Is Transfer Learning?

What is transfer learning? Read on to learn more about transfer learning in machine learning, including applications of transfer learning and potential careers in the field.

March 22, 2024

Article

[Featured Image] A scientist working in a lab uses a tablet to look over synthetic data.

What Is Synthetic Data?

Synthetic data is rising in demand, with researchers across many fields recognizing its potential. Explore what synthetic data is and how you might see it used across industries to gain a more robust understanding of its importance.

March 22, 2024

Article

[Featured Image] Two data scientists discuss the 5 Vs of big data.

What Are the 5 Vs of Big Data?

Explore what big data is, including defining characteristics of big data and why each one is important.

March 21, 2024

Article

[Featured Image] A student takes an online course in which she'll learn about various AI programming languages, like Python and Java, on her laptop from home.

AI Programming Languages: What to Know in 2025

AI is an essential part of the modern development process, and knowing suitable AI programming languages can help you succeed in the job market. Explore popular coding languages and other details that will be helpful in 2025.

March 21, 2024

Article

[Featured Image] A data consultant makes strategic recommendations to her colleagues.

What Does a Data Consultant Do?

Discover the role of a data consultant and how this career is developing through the use of AI. Follow our guide on how to get started in this field.

March 21, 2024

Article

[Featured Image] Three engineers discuss simultaneous localization and mapping while looking at a drone.

What Is Simultaneous Localization and Mapping?

Simultaneous localization and mapping is key for the future of autonomous robotics. Learn about simultaneous localization and mapping, including what simultaneous localization and mapping is and simultaneous localization and mapping applications.

March 22, 2024

Article

[Featured image] A computational scientist conducts research on a computer in a lab.

What Does a Computational Scientist Do? 2025 Career Guide

Computational science is an in-demand and growing field. Learn more about what it’s like to be a computational scientist, including what to expect from computational scientist jobs and the average computational scientist salary.

March 22, 2024

Article

[Featured Image] A programmer explores R packages while he sits at his computer in his office.

R Packages for AI and Machine Learning

Learn about the various packages available in R to help with your artificial intelligence and machine learning projects.

March 22, 2024

Article

[Featured Image] Young Asian professional male software developer sitting at a desk using three computer monitors to write Python code.

What Is a Decorator in Python?

From logging to memorization, unlock the power of this versatile feature for cleaner and more efficient code. Learn more here.

March 22, 2024

Article

[Featured Image] A businesswoman sits at a laptop and works on an app that utilizes entity extraction and NLP.

Understanding NLP: What Is an Entity?

Learn what entities are within natural language processing and how these tools can strengthen your professional portfolio. Plus, discover which skills to focus on to build your basics.

March 22, 2024

Article

[Featured Image] A group of AI professionals meet in an office to discuss how they can apply transfer learning to their project.

What Is Transfer Learning?

What is transfer learning? Read on to learn more about transfer learning in machine learning, including applications of transfer learning and potential careers in the field.

March 22, 2024

Article

[Featured Image] A scientist working in a lab uses a tablet to look over synthetic data.

What Is Synthetic Data?

Synthetic data is rising in demand, with researchers across many fields recognizing its potential. Explore what synthetic data is and how you might see it used across industries to gain a more robust understanding of its importance.

March 22, 2024

Article

[Featured Image] Two data scientists discuss the 5 Vs of big data.

What Are the 5 Vs of Big Data?

Explore what big data is, including defining characteristics of big data and why each one is important.

March 21, 2024

Article

[Featured Image] A student takes an online course in which she'll learn about various AI programming languages, like Python and Java, on her laptop from home.

AI Programming Languages: What to Know in 2025

AI is an essential part of the modern development process, and knowing suitable AI programming languages can help you succeed in the job market. Explore popular coding languages and other details that will be helpful in 2025.

March 21, 2024

Article

[Featured Image] A data consultant makes strategic recommendations to her colleagues.

What Does a Data Consultant Do?

Discover the role of a data consultant and how this career is developing through the use of AI. Follow our guide on how to get started in this field.

March 21, 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)