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] Two AI professionals in an office setting looking at computer screens discuss artificial general intelligence vs. AI.

Artificial General Intelligence vs. AI

Explore a comparison of artificial general intelligence (AGI) versus AI and learn how our current capabilities match up to the technologies needed to create true AGI, including sensory perception and fine motor skills.

March 27, 2024

Article

[Featured image] Two colleagues sit at a table discussing the advantages of Bayesian neural networks.

A Beginner’s Guide to the Bayesian Neural Network

Learn about neural networks, an exciting topic area within machine learning. Plus, explore what makes Bayesian neural networks different from traditional models and which situations require this approach.

March 26, 2024

Article

[Featured image] A marketer uses cluster analysis in R to identify specific groups of customers.

How to Perform a Cluster Analysis in R

Building skills in data analysis techniques such as cluster analyses can help you analyze and interpret information more effectively. Learn what a cluster analysis is and how to perform your own.

March 22, 2024

Article

[Featured Image] Two AI professionals in an office setting looking at computer screens discuss artificial general intelligence vs. AI.

Artificial General Intelligence vs. AI

Explore a comparison of artificial general intelligence (AGI) versus AI and learn how our current capabilities match up to the technologies needed to create true AGI, including sensory perception and fine motor skills.

March 27, 2024

Article

[Featured image] Two colleagues sit at a table discussing the advantages of Bayesian neural networks.

A Beginner’s Guide to the Bayesian Neural Network

Learn about neural networks, an exciting topic area within machine learning. Plus, explore what makes Bayesian neural networks different from traditional models and which situations require this approach.

March 26, 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

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

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

[Featured Image] A doctor sits at a desk in front of a computer and uses deep learning applications to diagnose diseases.

10 Examples of Deep Learning Applications

Learn more about deep learning and examples of how deep learning applications are making an impact in different industries.

March 22, 2024

Article

[Featured image] A woman 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 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 marketer uses cluster analysis in R to identify specific groups of customers.

How to Perform a Cluster Analysis in R

Building skills in data analysis techniques such as cluster analyses can help you analyze and interpret information more effectively. Learn what a cluster analysis is and how to perform your own.

March 22, 2024

Article

[Featured Image] A doctor sits at a desk in front of a computer and uses deep learning applications to diagnose diseases.

10 Examples of Deep Learning Applications

Learn more about deep learning and examples of how deep learning applications are making an impact in different industries.

March 22, 2024

Article

[Featured image] A woman 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 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

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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