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 learner completes a lesson outlining computer vision vs. machine learning as part of their studies.

Computer Vision vs. Machine Learning: What’s 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 18, 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’s the Difference?

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

February 18, 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 14, 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’s 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 18, 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’s the Difference?

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

February 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
14 reviews

Intermediate · Course · 1 - 4 Weeks

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, Data Ethics, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, ChatGPT, 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
17K 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
9.3K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A young female AI professional sitting at a white table in an office having an interview with deep learning interview questions and shaking the hand of the person interviewing her.

8 Common Deep Learning Interview Questions

Practice these common deep learning interview questions to help you prepare for a job interview as you pursue your career in deep learning and artificial intelligence.

February 14, 2025

Article

[Featured image] Project team members sit at a boardroom table with their laptops and tablets, discussing the project using conceptual data modeling.

What Is Conceptual Data Modeling?

Conceptual data modeling is the process of placing data values in relational models to get a high-level overview of their relationships. Learn how conceptual data modeling can help you make sense of your company's data.

February 13, 2025

Article

[Featured Images] A happy woman standing up in an office at a table shaking the hand of another woman who has finished asking Hadoop interview questions with a male coworker.

10 Hadoop Interview Questions and Answers

Learn more about common Hadoop interview questions and how to answer them, as well as some useful tips to help you prepare for your interview.

February 13, 2025

Article

[Featured Image] Two engineers are meeting in an interview for computer vision.

6 Computer Vision Interview Questions and Sample Answers

Reviewing potential computer vision interview questions can help you perform confidently in an interview. Consider six example interview questions, what the interviewer really wants to know, and examples of how to answer.

February 12, 2025

Article

[Featured Image] Male businessman using a tablet explains tanh activation function to coworkers in breakroom

The Tanh Activation Function in Deep Learning

Learn about the tanh activation function and the role it plays in machine learning and artificial intelligence. Explore features, limitations, and common applications.

February 12, 2025

Article

[Featured Image] Two business professionals are discussing content created by AI copywriting for their business project.

What Is AI Copywriting?

Artificial intelligence (AI) copywriting involves prompting a generative AI model to output human-like copy based on certain queries, often within specific parameters. Explore AI copywriting and learn how it can enhance your content creation.

February 12, 2025

Article

[Featured Image] Male businessman working in artificial intelligence uses work computer to study the sigmoid activation function

Sigmoid Activation Function: Deep Learning Basics

Enter the exciting world of deep learning by learning about the sigmoid activation function, a common algorithm used in binary classification problems. Explore advantages, limitations, and how to decide if it is right for you.

February 11, 2025

Article

[Featured Image] A business intelligence analyst looks on as type is being added to a computer screen by an AI chatbot.

AI for Business: Transforming the Corporate Landscape

You can use AI for business in various ways that are relevant to companies in every industry. Explore how you can use AI in business, examples of real-world AI solutions, and tools that can help you begin.

February 11, 2025

Article

[Featured image] A smiling businesswoman in a white suit holds a laptop displaying a pie graph as she and her colleague stand in an office and discuss big data vs. small data.

Big Data vs. Small Data: What’s the Difference?

Explore the distinct worlds of big data versus small data, including what they are and why companies benefit from them. Discover how they contrast and complement each other in the digital age.

February 11, 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 14, 2025

Article

[Featured Image] A young female AI professional sitting at a white table in an office having an interview with deep learning interview questions and shaking the hand of the person interviewing her.

8 Common Deep Learning Interview Questions

Practice these common deep learning interview questions to help you prepare for a job interview as you pursue your career in deep learning and artificial intelligence.

February 14, 2025

Article

[Featured image] Project team members sit at a boardroom table with their laptops and tablets, discussing the project using conceptual data modeling.

What Is Conceptual Data Modeling?

Conceptual data modeling is the process of placing data values in relational models to get a high-level overview of their relationships. Learn how conceptual data modeling can help you make sense of your company's data.

February 13, 2025

Article

[Featured Images] A happy woman standing up in an office at a table shaking the hand of another woman who has finished asking Hadoop interview questions with a male coworker.

10 Hadoop Interview Questions and Answers

Learn more about common Hadoop interview questions and how to answer them, as well as some useful tips to help you prepare for your interview.

February 13, 2025

Article

[Featured Image] Two engineers are meeting in an interview for computer vision.

6 Computer Vision Interview Questions and Sample Answers

Reviewing potential computer vision interview questions can help you perform confidently in an interview. Consider six example interview questions, what the interviewer really wants to know, and examples of how to answer.

February 12, 2025

Article

[Featured Image] Male businessman using a tablet explains tanh activation function to coworkers in breakroom

The Tanh Activation Function in Deep Learning

Learn about the tanh activation function and the role it plays in machine learning and artificial intelligence. Explore features, limitations, and common applications.

February 12, 2025

Article

[Featured Image] Two business professionals are discussing content created by AI copywriting for their business project.

What Is AI Copywriting?

Artificial intelligence (AI) copywriting involves prompting a generative AI model to output human-like copy based on certain queries, often within specific parameters. Explore AI copywriting and learn how it can enhance your content creation.

February 12, 2025

Article

[Featured Image] Male businessman working in artificial intelligence uses work computer to study the sigmoid activation function

Sigmoid Activation Function: Deep Learning Basics

Enter the exciting world of deep learning by learning about the sigmoid activation function, a common algorithm used in binary classification problems. Explore advantages, limitations, and how to decide if it is right for you.

February 11, 2025

Article

[Featured Image] A business intelligence analyst looks on as type is being added to a computer screen by an AI chatbot.

AI for Business: Transforming the Corporate Landscape

You can use AI for business in various ways that are relevant to companies in every industry. Explore how you can use AI in business, examples of real-world AI solutions, and tools that can help you begin.

February 11, 2025

Article

[Featured image] A smiling businesswoman in a white suit holds a laptop displaying a pie graph as she and her colleague stand in an office and discuss big data vs. small data.

Big Data vs. Small Data: What’s the Difference?

Explore the distinct worlds of big data versus small data, including what they are and why companies benefit from them. Discover how they contrast and complement each other in the digital age.

February 11, 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)

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