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 machine learning colleagues working with NLP algorithms in an office.

Demystifying NLP Algorithms: A Comprehensive Guide

Natural Language Processing (NLP) algorithms teach computers to understand human language and respond to it in the most human-like way possible. Learn more about this exciting sub-field of artificial intelligence on Coursera.

March 18, 2025

Article

[Featured Image] A data scientist sits at a computer, using neural network visualization tools to simplify data.

Essential Tools for Neural Network Visualization

Explore the benefits of neural network visualization tools, such as optimizing model performance, aiding in debugging, and enhancing model transparency.

March 18, 2025

Article

[Featured image] A machine learning engineer using neural network regularization to correct overfitting using a touchpad.

Neural Network Regularization Techniques

Boost your neural network model performance and avoid the inconvenience of overfitting with these key regularization strategies. Understand how L1 and L2, dropout, batch normalization, and early stopping regularization can help.

March 18, 2025

Article

[Featured image] Two machine learning colleagues working with NLP algorithms in an office.

Demystifying NLP Algorithms: A Comprehensive Guide

Natural Language Processing (NLP) algorithms teach computers to understand human language and respond to it in the most human-like way possible. Learn more about this exciting sub-field of artificial intelligence on Coursera.

March 18, 2025

Article

[Featured Image] A data scientist sits at a computer, using neural network visualization tools to simplify data.

Essential Tools for Neural Network Visualization

Explore the benefits of neural network visualization tools, such as optimizing model performance, aiding in debugging, and enhancing model transparency.

March 18, 2025

Article

AI and machine learning courses

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, AI literacy, Python Programming, Responsible AI, Programming Principles

4.4
Rating, 4.4 out of 5 stars
37 reviews

Intermediate · Course · 1 - 4 Weeks

Status: Free Trial

IBM

Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI literacy, Natural Language Processing, Robotics, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
23K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

John Wiley & Sons

Skills you'll gain: Data Ethics, Artificial Intelligence, Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Algorithms, Deep Learning, Machine Learning, Data Collection, Hardware Architecture, Data Integrity, Adaptability, Data Quality, Ethical Standards And Conduct, Data Analysis

Beginner · Course · 1 - 3 Months

[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] 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 18, 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 18, 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 18, 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 18, 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 18, 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 18, 2025

Article

[Featured image] A machine learning engineer using neural network regularization to correct overfitting using a touchpad.

Neural Network Regularization Techniques

Boost your neural network model performance and avoid the inconvenience of overfitting with these key regularization strategies. Understand how L1 and L2, dropout, batch normalization, and early stopping regularization can help.

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

[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 18, 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 18, 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 18, 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 18, 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 18, 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 18, 2025

Article

GenAI is poised to be the largest technological revolution since the internet. In today's technologically evolving world, professionals skilled in AI and machine learning are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within AI and machine learning to start your journey in this exciting and rewarding domain.

Ready to start learning? Explore our catalog of artificial intelligence, machine learning, and natural language processing courses for beginners and experienced professionals.

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