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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 sits in an attractive office, looking at his computer screen and pondering classification versus regression in machine learning.

Classification vs. Regression in Machine Learning: What鈥檚 the Difference?

Explore classification versus regression in machine learning, the notable differences between the two, and how to choose the right approach for your data.

February 20, 2025

Article

[Featured Image] Quality control engineers standing near the production line and discussing engineering parts to ensure products adhere to quality standards.

Machine Vision vs. Computer Vision: What鈥檚 the Difference?

Discover the differences and links between computer vision vs. machine vision. Find out how each technology fuels innovation in the digital age.

February 20, 2025

Article

[Featured Image] Two programmers discuss what an epoch in machine learning is as they look at a computer screen in a spacious office that has several workstations and colleagues in it.

What Is an Epoch in Machine Learning?

Learn what an epoch is in the context of machine learning, why your epoch count is important, and which professionals rely on epoch count to train their machine learning models.

February 20, 2025

Article

[Featured Image] A machine learning engineer sits in an attractive office, looking at his computer screen and pondering classification versus regression in machine learning.

Classification vs. Regression in Machine Learning: What鈥檚 the Difference?

Explore classification versus regression in machine learning, the notable differences between the two, and how to choose the right approach for your data.

February 20, 2025

Article

[Featured Image] Quality control engineers standing near the production line and discussing engineering parts to ensure products adhere to quality standards.

Machine Vision vs. Computer Vision: What鈥檚 the Difference?

Discover the differences and links between computer vision vs. machine vision. Find out how each technology fuels innovation in the digital age.

February 20, 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 路 Course 路 1 - 4 Weeks

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, OpenAI, Deep Learning, Artificial Neural Networks, ChatGPT, Governance, Machine Learning, Business Transformation, Business Technologies, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
19K reviews

Beginner 路 Course 路 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 路 Course 路 1 - 3 Months

[Featured image] An AI trainer is programming a machine to learn how to read and respond to the data sets sent to it.

Understanding AI Trainer Roles

Expand your knowledge for AI training, discover new career opportunities, and explore the impact of AI trainers on AI development.

February 20, 2025

Article

[Featured Image] An AI engineer works on a laptop, using neural network weights to train AI.

Neural Network Weights: A Comprehensive Guide

Neural network weights help AI models make complex decisions and manipulate input data. Explore how neural networks work, how weights empower machine learning, and how to overcome common neural network challenges.

February 20, 2025

Article

[Featured image] A machine learning engineer sits at his office computer and researches bias versus variance in machine learning.

Bias vs. Variance in Machine Learning: What鈥檚 the Difference?

Bias and variance are both prediction errors in machine learning. Learn more about the tradeoffs associated with minimizing bias and variance in machine learning.

February 20, 2025

Article

[Featured Image] A data visualization specialist presents visuals to two team leaders in a conference room, using the graphics to bring data analysis to life.

What Is a Data Visualization Specialist?

Discover the dynamic career of data visualization specialists, including what you will likely do daily and the background you need to begin.

February 19, 2025

Article

[Featured image] An AI research scientist is discovering new ways to incorporate AI to solve complex problems.

What Is an AI Research Scientist? 2025 Career Guide

Discover the role of an AI research scientist. Explore duties and responsibilities, essential skills, and the education and experience necessary for a career in this role.

February 19, 2025

Article

[Featured Image] A young family of four sits at a dining table as one child uses a virtual assistant, one of many deep learning examples you may use daily.

Exploring Deep Learning Examples

Dive into the world of deep learning with real-world deep learning examples. Discover how this technology is shaping industries and enhancing peoples鈥� daily lives.

February 19, 2025

Article

[Featured Image] A learner completes a lesson outlining computer vision vs. machine learning as part of their studies.

Computer Vision vs. Machine Learning: What鈥檚 the Difference?

Uncover the differences between computer vision versus machine learning. Learn about each topic in detail, explore typical applications, compare advantages and challenges, and discover where to learn more.

February 19, 2025

Article

[Featured Image]: A woman shares with a group insights on the power of predictive analytics vs. machine learning to drive informed decisions.

Predictive Analytics vs. Machine Learning: What鈥檚 the Difference?

Discover the differences between predictive analytics and machine learning, two core concepts in data science.

February 19, 2025

Article

[Featured Image] A man is on a computer discovering a generative ai learning path to pursue.

What Is a Generative AI Learning Path?

Generative AI is a steadily growing form of artificial intelligence that can create a variety of content in a matter of seconds. Learn more about how to start down a generative AI learning path and begin your educational journey on this rising technology.

February 15, 2025

Article

[Featured Image] Two programmers discuss what an epoch in machine learning is as they look at a computer screen in a spacious office that has several workstations and colleagues in it.

What Is an Epoch in Machine Learning?

Learn what an epoch is in the context of machine learning, why your epoch count is important, and which professionals rely on epoch count to train their machine learning models.

February 20, 2025

Article

[Featured image] An AI trainer is programming a machine to learn how to read and respond to the data sets sent to it.

Understanding AI Trainer Roles

Expand your knowledge for AI training, discover new career opportunities, and explore the impact of AI trainers on AI development.

February 20, 2025

Article

[Featured Image] An AI engineer works on a laptop, using neural network weights to train AI.

Neural Network Weights: A Comprehensive Guide

Neural network weights help AI models make complex decisions and manipulate input data. Explore how neural networks work, how weights empower machine learning, and how to overcome common neural network challenges.

February 20, 2025

Article

[Featured image] A machine learning engineer sits at his office computer and researches bias versus variance in machine learning.

Bias vs. Variance in Machine Learning: What鈥檚 the Difference?

Bias and variance are both prediction errors in machine learning. Learn more about the tradeoffs associated with minimizing bias and variance in machine learning.

February 20, 2025

Article

[Featured Image] A data visualization specialist presents visuals to two team leaders in a conference room, using the graphics to bring data analysis to life.

What Is a Data Visualization Specialist?

Discover the dynamic career of data visualization specialists, including what you will likely do daily and the background you need to begin.

February 19, 2025

Article

[Featured image] An AI research scientist is discovering new ways to incorporate AI to solve complex problems.

What Is an AI Research Scientist? 2025 Career Guide

Discover the role of an AI research scientist. Explore duties and responsibilities, essential skills, and the education and experience necessary for a career in this role.

February 19, 2025

Article

[Featured Image] A young family of four sits at a dining table as one child uses a virtual assistant, one of many deep learning examples you may use daily.

Exploring Deep Learning Examples

Dive into the world of deep learning with real-world deep learning examples. Discover how this technology is shaping industries and enhancing peoples鈥� daily lives.

February 19, 2025

Article

[Featured Image] A learner completes a lesson outlining computer vision vs. machine learning as part of their studies.

Computer Vision vs. Machine Learning: What鈥檚 the Difference?

Uncover the differences between computer vision versus machine learning. Learn about each topic in detail, explore typical applications, compare advantages and challenges, and discover where to learn more.

February 19, 2025

Article

[Featured Image]: A woman shares with a group insights on the power of predictive analytics vs. machine learning to drive informed decisions.

Predictive Analytics vs. Machine Learning: What鈥檚 the Difference?

Discover the differences between predictive analytics and machine learning, two core concepts in data science.

February 19, 2025

Article

[Featured Image] A man is on a computer discovering a generative ai learning path to pursue.

What Is a Generative AI Learning Path?

Generative AI is a steadily growing form of artificial intelligence that can create a variety of content in a matter of seconds. Learn more about how to start down a generative AI learning path and begin your educational journey on this rising technology.

February 15, 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)