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 engineer creating neural network graphs in an office.

Exploring Neural Network Graphs: Understanding the Visual Representation of Deep Learning Models

Neural network graphs are an important part of designing and optimizing your neural network architecture. Explore the basic components of these graphs and common visualization tools.

March 18, 2025

Article

[Featured image] A machine learning engineer using neural network classification to categorize data in an office.

What Is Neural Network Classification? Techniques and Applications

Neural network (NN) classification is a method of classifying data into categories using machine learning. Learn more about neural network classification algorithms and how they work.

March 18, 2025

Article

[Feature Image] After exploring the metaverse versus virtual reality, a gamer in a gray short-sleeved shirt wears virtual reality glasses to experience VR for themselves.

Metaverse vs. Virtual Reality: What’s the Difference?

Discover the benefits and potential drawbacks of these future-forward technologies. Explore the immersive world of virtual reality (VR), augmented reality (AR), and the metaverse and their expanding potential in various industries.

March 18, 2025

Article

[Featured image] A machine learning engineer creating neural network graphs in an office.

Exploring Neural Network Graphs: Understanding the Visual Representation of Deep Learning Models

Neural network graphs are an important part of designing and optimizing your neural network architecture. Explore the basic components of these graphs and common visualization tools.

March 18, 2025

Article

[Featured image] A machine learning engineer using neural network classification to categorize data in an office.

What Is Neural Network Classification? Techniques and Applications

Neural network (NN) classification is a method of classifying data into categories using machine learning. Learn more about neural network classification algorithms and how they work.

March 18, 2025

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] Two deep learning specialists look at computer screens and discuss LLM training.

Navigating LLM Training: A Comprehensive Guide

Large language models (LLMs) are machine learning programs trained to recognize patterns in massive data sets and, via predictive neural algorithms, produce human-like text responses to queries. Learn more about this exciting technological development.

March 17, 2025

Article

[Featured image] Machine learning professionals discussing layer normalization vs batch normalization.

Layer Normalization vs. Batch Normalization: What’s the Difference?

Explore the differences between layer normalization and batch normalization, how these methods improve the speed and efficiency of artificial neural networks, and how you can start learning more about using these methods.

March 17, 2025

Article

[Featured Image] Two programmers use JavaScript data visualization libraries as they work on computers.

JavaScript Data Visualization Libraries: Unlocking Data Insights

Discover various JavaScript visualization libraries and learn the steps to incorporate JavaScript libraries into your projects, transforming your projects and enhancing your development capabilities.

March 17, 2025

Article

[Featured Image] Two computer programmers looking at a laptop screen and using AI to clean up paragraphs.

How to Use AI to Clean Up Paragraphs

You can use AI writing and editing tools to clean up textual content. These tools can enhance clarity, coherence, and the overall quality of your paragraphs via complex machine learning algorithms. Learn more about how to use AI to clean up paragraphs.

March 17, 2025

Article

[Featured Image] A person with a smartphone in her hand stands in front of a large monitor after researching how to learn AI.

How to Learn AI

Discover the vast potential of artificial intelligence (AI), learn more about the skills and technologies necessary to excel in the industry, and explore how to gain hands-on experience with the inner workings of AI.

March 17, 2025

Article

[Feature Image] After researching “How is AI being used in sports analytics today,” an aspiring analyst studies the technology’s impact on data-driven recruitment and more.

How Is AI Being Used in Sports Analytics Today?

AI is a transformative technology in sports analytics that offers real-time analysis of games and biometric data that prevents injuries and enhances player performance. Explore how sports analytics is using AI today.

March 17, 2025

Article

[Featured Image] A person is on a computer reading text generated from a large language model.

How Do Large Language Models Work? How AI Understands and Generates Text

Learn how large language models work and their pivotal role in advancing artificial intelligence and natural language processing.

March 17, 2025

Article

[Featured Image] A nurse is at a patient's home showing them how to use a new doctor-patient communication app developed using AI.

How Could Doctors Use AI?

The role of artificial intelligence (AI) in health care continues to grow. AI technologies have shown promise in enhancing patient care, streamlining administrative processes, and improving patient outcomes.

March 17, 2025

Article

[Featured Image] A team of developers are working on creating a robot while paying strict attention to the programming as to not allow for AI bias in machine learning.

Understanding AI Bias

AI models play a crucial role in modern decision-making, but addressing bias ensures they work fairly for everyone. Explore how AI bias happens and ways to develop more equitable models.

March 17, 2025

Article

[Feature Image] After exploring the metaverse versus virtual reality, a gamer in a gray short-sleeved shirt wears virtual reality glasses to experience VR for themselves.

Metaverse vs. Virtual Reality: What’s the Difference?

Discover the benefits and potential drawbacks of these future-forward technologies. Explore the immersive world of virtual reality (VR), augmented reality (AR), and the metaverse and their expanding potential in various industries.

March 18, 2025

Article

[Featured Image] Two deep learning specialists look at computer screens and discuss LLM training.

Navigating LLM Training: A Comprehensive Guide

Large language models (LLMs) are machine learning programs trained to recognize patterns in massive data sets and, via predictive neural algorithms, produce human-like text responses to queries. Learn more about this exciting technological development.

March 17, 2025

Article

[Featured image] Machine learning professionals discussing layer normalization vs batch normalization.

Layer Normalization vs. Batch Normalization: What’s the Difference?

Explore the differences between layer normalization and batch normalization, how these methods improve the speed and efficiency of artificial neural networks, and how you can start learning more about using these methods.

March 17, 2025

Article

[Featured Image] Two programmers use JavaScript data visualization libraries as they work on computers.

JavaScript Data Visualization Libraries: Unlocking Data Insights

Discover various JavaScript visualization libraries and learn the steps to incorporate JavaScript libraries into your projects, transforming your projects and enhancing your development capabilities.

March 17, 2025

Article

[Featured Image] Two computer programmers looking at a laptop screen and using AI to clean up paragraphs.

How to Use AI to Clean Up Paragraphs

You can use AI writing and editing tools to clean up textual content. These tools can enhance clarity, coherence, and the overall quality of your paragraphs via complex machine learning algorithms. Learn more about how to use AI to clean up paragraphs.

March 17, 2025

Article

[Featured Image] A person with a smartphone in her hand stands in front of a large monitor after researching how to learn AI.

How to Learn AI

Discover the vast potential of artificial intelligence (AI), learn more about the skills and technologies necessary to excel in the industry, and explore how to gain hands-on experience with the inner workings of AI.

March 17, 2025

Article

[Feature Image] After researching “How is AI being used in sports analytics today,” an aspiring analyst studies the technology’s impact on data-driven recruitment and more.

How Is AI Being Used in Sports Analytics Today?

AI is a transformative technology in sports analytics that offers real-time analysis of games and biometric data that prevents injuries and enhances player performance. Explore how sports analytics is using AI today.

March 17, 2025

Article

[Featured Image] A person is on a computer reading text generated from a large language model.

How Do Large Language Models Work? How AI Understands and Generates Text

Learn how large language models work and their pivotal role in advancing artificial intelligence and natural language processing.

March 17, 2025

Article

[Featured Image] A nurse is at a patient's home showing them how to use a new doctor-patient communication app developed using AI.

How Could Doctors Use AI?

The role of artificial intelligence (AI) in health care continues to grow. AI technologies have shown promise in enhancing patient care, streamlining administrative processes, and improving patient outcomes.

March 17, 2025

Article

[Featured Image] A team of developers are working on creating a robot while paying strict attention to the programming as to not allow for AI bias in machine learning.

Understanding AI Bias

AI models play a crucial role in modern decision-making, but addressing bias ensures they work fairly for everyone. Explore how AI bias happens and ways to develop more equitable models.

March 17, 2025

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)