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 colleagues sit at their computer screens and discuss word embedding in NLP.

A Guide to Word Embedding NLP

Discover how understanding word embedding in natural language processing means examining the representation of words in a multidimensional space to capture their meanings, relationships, and context.

March 18, 2025

Article

[Featured Image] An accountant is at thier desk crunching numbers with a calculator, confirming the reports AI-generated.

Will AI Replace Accountants?

The rise of AI in various industries has resulted in concerns about job replacement, including in the accounting field. Such concerns are, in all likelihood, exaggerated: AI can help accountants work more efficiently, accurately, and profitably.

March 18, 2025

Article

[Featured Image] Two smiling first responders dressed in clothing to fight fires look off into the distance while standing in front of fire trucks.

What Jobs Are Safe from AI?

Learn about the various career fields where advancements in artificial intelligence have minimal threat to job opportunities.

March 18, 2025

Article

[Featured Image] Two colleagues sit at their computer screens and discuss word embedding in NLP.

A Guide to Word Embedding NLP

Discover how understanding word embedding in natural language processing means examining the representation of words in a multidimensional space to capture their meanings, relationships, and context.

March 18, 2025

Article

[Featured Image] An accountant is at thier desk crunching numbers with a calculator, confirming the reports AI-generated.

Will AI Replace Accountants?

The rise of AI in various industries has resulted in concerns about job replacement, including in the accounting field. Such concerns are, in all likelihood, exaggerated: AI can help accountants work more efficiently, accurately, and profitably.

March 18, 2025

Article

AI and machine learning courses

IBM

Skills you'll gain: Large Language Modeling, Artificial Intelligence, Generative AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Deep Learning, Artificial Neural Networks, Governance, Prompt Engineering, Machine Learning, Automation, Digital Transformation, 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 · Course · 1 - 4 Weeks

University of Pennsylvania

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

4.6
Rating, 4.6 out of 5 stars
16 reviews

Intermediate · Course · 1 - 4 Weeks

Google

Skills you'll gain: Prompt Engineering, Generative AI, Productivity Software, Artificial Intelligence, Computer Security Awareness Training, Operational Efficiency, Innovation, Human Machine Interfaces, Information Privacy, Machine Learning, Content Creation, Business Ethics

4.7
Rating, 4.7 out of 5 stars
11K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A digital marketer looks at graphs on a computer created by topic modeling.

What Is Topic Modeling?

Topic modeling is a key machine-learning technique that helps data professionals find themes in a collection of documents. Learn about topic modeling, its visualization benefits, and different types of this technique, such as NLP topic modeling.

March 18, 2025

Article

[Featured image] A data scientist using Tidyverse for data analysis in an office.

What Is Tidyverse?

Tidyverse is a highly popular set of R packages. Read on to learn more about it and explore its advantages for data analysis, including comprehensive information on each package within the Tidyverse.

March 18, 2025

Article

[Featured image] Diverse colleagues discussing what is the best AI image generator in a team meeting.

What Is the Best AI Image Generator?

Discover which artificial intelligence (AI) image generator may benefit you the most. Explore popular AI image generator brands, how these tools work, what features to look for, and how to use them.

March 18, 2025

Article

[Featured image] Four web developers look at a computer screen to see the results of web development using Selenium Python.

What Is Selenium Python?

Discover the basic principles of Selenium Python, including the uses, benefits, and features that make this combination a favored choice for web automation and testing.

March 18, 2025

Article

[Featured Image] Environmental scientists in their lab use scikit-learn to apply data-driven methodologies in their research for insights and discoveries.

What Is scikit-learn?

Scikit-learn is an essential tool for machine learning professionals. Learn more about scikit-learn, where to find a scikit-learn tutorial, and sklearn vs. scikit-learn.

March 18, 2025

Article

[Feature Image] A college student researches “What is quantum AI” on their laptop while studying for their online degree.

What Is Quantum AI?

Explore the key concepts in quantum AI, discover how it enhances processing power and problem-solving, and learn how to access and utilize its key tools and platforms..

March 18, 2025

Article

[Featured Image] A data scientist studies perceptrons on their computer.

What Is Perceptron?

Explore what a perceptron is and how it relates to deep learning and artificial intelligence. Learn the difference between a single-layer and multilayer perceptron, the appropriate uses of each, and how to start learning on your own.

March 18, 2025

Article

[Featured Image]: A person wearing headphones uses a laptop to find out what is pandas in Python before starting a data analysis project.

What Is Pandas in Python?

Explore what pandas in Python offers, including its core components, key functions for different data tasks, and tips for getting started with Python.

March 18, 2025

Article

[Featured Image]: A person uses a tablet to apply their knowledge of image processing to digital photos needed for a project.

What Is Image Processing?

Learn about image processing, a fundamental step in preparing images for image analysis and developing computer vision.

March 18, 2025

Article

[Featured Image] Two smiling first responders dressed in clothing to fight fires look off into the distance while standing in front of fire trucks.

What Jobs Are Safe from AI?

Learn about the various career fields where advancements in artificial intelligence have minimal threat to job opportunities.

March 18, 2025

Article

[Featured Image] A digital marketer looks at graphs on a computer created by topic modeling.

What Is Topic Modeling?

Topic modeling is a key machine-learning technique that helps data professionals find themes in a collection of documents. Learn about topic modeling, its visualization benefits, and different types of this technique, such as NLP topic modeling.

March 18, 2025

Article

[Featured image] A data scientist using Tidyverse for data analysis in an office.

What Is Tidyverse?

Tidyverse is a highly popular set of R packages. Read on to learn more about it and explore its advantages for data analysis, including comprehensive information on each package within the Tidyverse.

March 18, 2025

Article

[Featured image] Diverse colleagues discussing what is the best AI image generator in a team meeting.

What Is the Best AI Image Generator?

Discover which artificial intelligence (AI) image generator may benefit you the most. Explore popular AI image generator brands, how these tools work, what features to look for, and how to use them.

March 18, 2025

Article

[Featured image] Four web developers look at a computer screen to see the results of web development using Selenium Python.

What Is Selenium Python?

Discover the basic principles of Selenium Python, including the uses, benefits, and features that make this combination a favored choice for web automation and testing.

March 18, 2025

Article

[Featured Image] Environmental scientists in their lab use scikit-learn to apply data-driven methodologies in their research for insights and discoveries.

What Is scikit-learn?

Scikit-learn is an essential tool for machine learning professionals. Learn more about scikit-learn, where to find a scikit-learn tutorial, and sklearn vs. scikit-learn.

March 18, 2025

Article

[Feature Image] A college student researches “What is quantum AI” on their laptop while studying for their online degree.

What Is Quantum AI?

Explore the key concepts in quantum AI, discover how it enhances processing power and problem-solving, and learn how to access and utilize its key tools and platforms..

March 18, 2025

Article

[Featured Image] A data scientist studies perceptrons on their computer.

What Is Perceptron?

Explore what a perceptron is and how it relates to deep learning and artificial intelligence. Learn the difference between a single-layer and multilayer perceptron, the appropriate uses of each, and how to start learning on your own.

March 18, 2025

Article

[Featured Image]: A person wearing headphones uses a laptop to find out what is pandas in Python before starting a data analysis project.

What Is Pandas in Python?

Explore what pandas in Python offers, including its core components, key functions for different data tasks, and tips for getting started with Python.

March 18, 2025

Article

[Featured Image]: A person uses a tablet to apply their knowledge of image processing to digital photos needed for a project.

What Is Image Processing?

Learn about image processing, a fundamental step in preparing images for image analysis and developing computer vision.

March 18, 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)