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 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 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

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, Theoretical Computer Science

4.4
Rating, 4.4 out of 5 stars
36 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
Status: AI skills

Google

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Model Training, AI Integrations, Google Sheets, Critical Thinking, Innovation

4.8
Rating, 4.8 out of 5 stars
22K reviews

Beginner · Specialization · 3 - 6 Months

[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

[Featured Image] A person researches the differences between generative AI and large language models.

Generative AI vs. Large Language Models: What’s the Difference?

Learn about generative AI versus large language models, including the differences between these two technologies and the relationship they share.

March 17, 2025

Article

[Feature Image] Two learners collaborate on a project designed to measure generative AI’s impact on business.

Generative AI Impact on Business

Generative AI, or using artificial intelligence models to generate text, images, videos, data, code, and more, has the potential to revolutionize business processes. Explore the projected and current generative AI impact on business.

March 17, 2025

Article

[Featured Image] A machine learning engineer sits at his computer in an office workstation near their colleagues and is working with embedding models.

What Is an Embedding Model?

Explore what embedding models are and how you can use them in your machine learning model. Learn about types, use cases, and how you might implement your own.

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

[Featured Image] A person researches the differences between generative AI and large language models.

Generative AI vs. Large Language Models: What’s the Difference?

Learn about generative AI versus large language models, including the differences between these two technologies and the relationship they share.

March 17, 2025

Article

[Feature Image] Two learners collaborate on a project designed to measure generative AI’s impact on business.

Generative AI Impact on Business

Generative AI, or using artificial intelligence models to generate text, images, videos, data, code, and more, has the potential to revolutionize business processes. Explore the projected and current generative AI impact on business.

March 17, 2025

Article

[Featured Image] A machine learning engineer sits at his computer in an office workstation near their colleagues and is working with embedding models.

What Is an Embedding Model?

Explore what embedding models are and how you can use them in your machine learning model. Learn about types, use cases, and how you might implement your own.

March 17, 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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