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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[Feature Image] Four young programmers learn how neurons in neural networks contribute to deep learning for artificial intelligence.

Neurons in Deep Learning—The Building Blocks of Neural Networks

In deep learning, neurons are computational units in neural networks that process input data before passing it on. Discover the different types of neurons in deep learning, explore their structure, and delve into their various uses in various industries.

May 23, 2025

Article

[Featured Image] A teacher in an engineering lab is showing two students how AI can help them make money.

How to Make Money Using AI in 2026

Explore how to make money using AI through career opportunities, monetizing creative products, and using AI to increase your productivity.

May 17, 2025

Article

[Featured Image] Two programmers discuss the incredible capabilities of agentic rag while sitting in front of a computer in a shared office setting.

What Is Agentic RAG? Learn About Retrieval-Augmented Generation in AI

Learn about agentic RAG (retrieval-augmented generation), an innovative AI technology that combines information retrieval with text generation to create more accurate and reliable AI systems.

May 16, 2025

Article

[Feature Image] Four young programmers learn how neurons in neural networks contribute to deep learning for artificial intelligence.

Neurons in Deep Learning—The Building Blocks of Neural Networks

In deep learning, neurons are computational units in neural networks that process input data before passing it on. Discover the different types of neurons in deep learning, explore their structure, and delve into their various uses in various industries.

May 23, 2025

Article

[Featured Image] A teacher in an engineering lab is showing two students how AI can help them make money.

How to Make Money Using AI in 2026

Explore how to make money using AI through career opportunities, monetizing creative products, and using AI to increase your productivity.

May 17, 2025

Article

AI and machine learning courses

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Liberal Arts

4.4
Rating, 4.4 out of 5 stars
34 reviews

Intermediate · Course · 1 - 4 Weeks

Status: Free Trial

IBM

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: Generative AI, Technology Roadmaps, Critical Thinking

4.8
Rating, 4.8 out of 5 stars
21K reviews

Beginner · Specialization · 3 - 6 Months

[Featured Image] A smiling runner on a bridge with headphones listens to a new song they discovered thanks to their music app’s agentic design pattern.

Agentic Design Pattern: The Power of Autonomous Behavior

Explore agentic design patterns, and discover how promoting user autonomy on digital interfaces can enhance engagement and retain users. Learn practical applications, from gaming to e-commerce, and utilize the power of adaptive, user-centric systems.

May 16, 2025

Article

[Featured Image] A group of recruiters interviewing a candidate in a professional setting, reviewing a resume during the discussion about the prompt engineer role.

How to Write a Prompt Engineering Resume (Step-by-Step with Examples)

Prompt engineers design the inputs for generative artificial intelligence to get the desired outputs. Learn the important skills you need on your prompt engineer resume to land your ideal job.

May 14, 2025

Article

[Video thumbnail] Is AI Dangerous Uncover the Turth Behind the Hype

Let's Talk AI - What Are the Potential Risks and Benefits? [VIDEO]

AI is rapidly changing the world, but is it a force for good or a potential threat? This video dives into the risks and concerns surrounding AI, separating hype from legitimate dangers.

May 14, 2025

Article

[Featured Image] An engineer is learning the differences between AI and robotics while observing a robotic arm in a lab.

AI vs. Robotics: What’s the Difference?

Explore the key differences and intersections between artificial intelligence and robotics, their applications across industries, and their advantages and challenges in transforming workflows, decision-making, and automation.

May 9, 2025

Article

[Featured Image] A data scientist works with TensorFlow on their computer in a well-lit office while their colleagues work at nearby workstations.

TensorFlow Salary: Your 2026 Guide

Discover the average TensorFlow salary and how having knowledge and experience in this open-source library can enhance your salary in machine learning jobs. Consider other factors that affect your salary, including location, education, and experience.

May 9, 2025

Article

[Featured Image] A computer professional uses generative AI skills and programming skills to create content.

Essential Generative AI Skills

Expand your knowledge of the core competencies in generative AI (genAI), learn more about the technical and analytical skills necessary to excel with genAI, and discover its limitations.

May 8, 2025

Article

[Featured Image] Software developers answer the question, “What is lemmatization?” and discuss how it fits into natural language processing.

What Is Lemmatization?

Lemmatization is a common technique in natural language processing (NLP) that allows programmers to train algorithms efficiently and in a way that mirrors human language acquisition. Explore it in more detail to better understand its uses.

May 5, 2025

Article

[Featured image]: Two NLP researchers seated behind a computer, using latent space while developing a model.

What Is Latent Space?

Latent space is an abstract representation of complex data that is simpler, more compact, and more easily interpretable by computers. Explore how professionals use this concept to enhance machine learning models.

May 5, 2025

Article

[Featured Image] A computer programmer is hyperparameter tuning on a learning machine at work.

What Is Hyperparameter Tuning?

Learn what hyperparameter tuning is and how you can use different techniques to balance the performance, computational cost, and efficiency of your machine learning model.

May 5, 2025

Article

[Featured Image] Two programmers discuss the incredible capabilities of agentic rag while sitting in front of a computer in a shared office setting.

What Is Agentic RAG? Learn About Retrieval-Augmented Generation in AI

Learn about agentic RAG (retrieval-augmented generation), an innovative AI technology that combines information retrieval with text generation to create more accurate and reliable AI systems.

May 16, 2025

Article

[Featured Image] A smiling runner on a bridge with headphones listens to a new song they discovered thanks to their music app’s agentic design pattern.

Agentic Design Pattern: The Power of Autonomous Behavior

Explore agentic design patterns, and discover how promoting user autonomy on digital interfaces can enhance engagement and retain users. Learn practical applications, from gaming to e-commerce, and utilize the power of adaptive, user-centric systems.

May 16, 2025

Article

[Featured Image] A group of recruiters interviewing a candidate in a professional setting, reviewing a resume during the discussion about the prompt engineer role.

How to Write a Prompt Engineering Resume (Step-by-Step with Examples)

Prompt engineers design the inputs for generative artificial intelligence to get the desired outputs. Learn the important skills you need on your prompt engineer resume to land your ideal job.

May 14, 2025

Article

[Video thumbnail] Is AI Dangerous Uncover the Turth Behind the Hype

Let's Talk AI - What Are the Potential Risks and Benefits? [VIDEO]

AI is rapidly changing the world, but is it a force for good or a potential threat? This video dives into the risks and concerns surrounding AI, separating hype from legitimate dangers.

May 14, 2025

Article

[Featured Image] An engineer is learning the differences between AI and robotics while observing a robotic arm in a lab.

AI vs. Robotics: What’s the Difference?

Explore the key differences and intersections between artificial intelligence and robotics, their applications across industries, and their advantages and challenges in transforming workflows, decision-making, and automation.

May 9, 2025

Article

[Featured Image] A data scientist works with TensorFlow on their computer in a well-lit office while their colleagues work at nearby workstations.

TensorFlow Salary: Your 2026 Guide

Discover the average TensorFlow salary and how having knowledge and experience in this open-source library can enhance your salary in machine learning jobs. Consider other factors that affect your salary, including location, education, and experience.

May 9, 2025

Article

[Featured Image] A computer professional uses generative AI skills and programming skills to create content.

Essential Generative AI Skills

Expand your knowledge of the core competencies in generative AI (genAI), learn more about the technical and analytical skills necessary to excel with genAI, and discover its limitations.

May 8, 2025

Article

[Featured Image] Software developers answer the question, “What is lemmatization?” and discuss how it fits into natural language processing.

What Is Lemmatization?

Lemmatization is a common technique in natural language processing (NLP) that allows programmers to train algorithms efficiently and in a way that mirrors human language acquisition. Explore it in more detail to better understand its uses.

May 5, 2025

Article

[Featured image]: Two NLP researchers seated behind a computer, using latent space while developing a model.

What Is Latent Space?

Latent space is an abstract representation of complex data that is simpler, more compact, and more easily interpretable by computers. Explore how professionals use this concept to enhance machine learning models.

May 5, 2025

Article

[Featured Image] A computer programmer is hyperparameter tuning on a learning machine at work.

What Is Hyperparameter Tuning?

Learn what hyperparameter tuning is and how you can use different techniques to balance the performance, computational cost, and efficiency of your machine learning model.

May 5, 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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