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] A job candidate who uses a wheelchair responds to decision tree interview questions during a meeting with a recruiter in an open office space.

What Are Decision Tree Interview Questions?

Learn about decision tree interview questions and understand how they demonstrate your ability to problem-solve in the field of data science. Discover both common and advanced decision tree interview questions.

March 17, 2025

Article

[Feature Image] A team of data professionals discusses the insights gained from using data modeling techniques and tools.

Exploring Data Modeling Techniques: Popular Options for 2025

Data modeling is a key strategy for analysis. Learn more about data modeling techniques, including how they support effective data modeling and what types of data modeling tools you can use.

March 17, 2025

Article

[Featured Image] Businessperson working on futuristic hologram device in an office while contemplating whether AI could replace CEOs.

Could AI Replace CEOs?

AI is unlikely to replace CEOs. Simply put, no AI program can think, strategize, and inspire the way a human CEO can. Discover how AI adoption can boost rather than replace a CEO’s decision-making acumen, leading to greater efficiency and productivity.

March 17, 2025

Article

[Feature Image] A job candidate who uses a wheelchair responds to decision tree interview questions during a meeting with a recruiter in an open office space.

What Are Decision Tree Interview Questions?

Learn about decision tree interview questions and understand how they demonstrate your ability to problem-solve in the field of data science. Discover both common and advanced decision tree interview questions.

March 17, 2025

Article

[Feature Image] A team of data professionals discusses the insights gained from using data modeling techniques and tools.

Exploring Data Modeling Techniques: Popular Options for 2025

Data modeling is a key strategy for analysis. Learn more about data modeling techniques, including how they support effective data modeling and what types of data modeling tools you can use.

March 17, 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 · 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
11K reviews

Beginner · Course · 1 - 3 Months

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 · Course · 1 - 4 Weeks

[Feature Image] An instructor explains what a context window is and its impact on working with AI models.

What Is an AI Context Window?

A context window is the working memory of an AI model or how much information it can remember while generating a response to your prompt. Learn more about why context windows matter and how popular AI models compare.

March 17, 2025

Article

[Featured Image] An AI professional sits in an office space, using chain of thought prompting to help build software solutions for his organization.

Chain of Thought Prompting: Enhancing AI Reasoning and Decision-Making

Chain of thought prompting is a technique for increasing the reasoning power of a large language model by asking it to use a step-by-step approach when prompt solving. Learn how this technique works and how to write chain of thought prompts.

March 17, 2025

Article

[Featured Image] A businessperson is on their laptop looking over their AI-generated customized training program.

Best AI Tools for Career Development

Discover some of the best AI tools for career development. Explore AI-driven resume editors, job search portals, skill-development platforms, interview prep tools, and more.

March 17, 2025

Article

[Featured Image] Three people in an office conference room looking at a tablet and researching the best AI companies to work for.

The Best AI Companies to Work For

Explore the best AI companies to work for, from Google to Microsoft to emerging firms such as Mistral AI. Learn about company culture, career opportunities, and ways to advance your skills in artificial intelligence for a career in the field.

March 17, 2025

Article

[Featured Image] A person is on their laptop using a customer service artificial intelligence chatbot to answer questions in real-time.

What Is an Artificial Intelligence Chatbot?

Expand your understanding of the different uses of artificial intelligence (AI) chatbots, their potential advantages and disadvantages, and how to begin creating and utilizing them.

March 17, 2025

Article

[Featured image] A data analyst wearing a business suit works with predictive analytics on their laptop in a sunny office setting.

Predictive Analytics Salary: Your 2025 Guide

Predictive analytics is a branch of data science that evaluates data to predict trends. Learn more about this field, including the typical predictive analytics salary, job duties, and factors that influence how much you’ll earn.

March 11, 2025

Article

[Featured Image] A smiling machine learning engineer in a green button-down shirt works at their computer on a natural language processing project.

Natural Language Processing Salary: Your 2025 Guide

If you are considering a career as an NLP engineer, you can expect to earn a higher-than-average salary in the United States. Explore different roles in the NLP field and the average NLP processing salary.

March 11, 2025

Article

[Featured Image] An AI prompt engineer works with generative AI on his computer in an office near a sunny window.

Generative AI Salary: Your 2025 Guide

Three potential careers in generative AI include generative AI engineer, AI prompt engineer, and AI writer or content reviewer. Explore the average generative AI salary for each of these careers.

March 11, 2025

Article

[Feature Image] A job seeker meets with their mentor to discuss how to best write a generative AI resume to stand out from competitors and highlight their expertise.

How to Write a Generative AI Resume (Step by Step with Examples)

Generative artificial intelligence (AI) creates computer-generated content for various projects. Learn how to showcase your generative AI skills on a standout resume to aid your job search in this growing field.

March 11, 2025

Article

[Featured Image] Businessperson working on futuristic hologram device in an office while contemplating whether AI could replace CEOs.

Could AI Replace CEOs?

AI is unlikely to replace CEOs. Simply put, no AI program can think, strategize, and inspire the way a human CEO can. Discover how AI adoption can boost rather than replace a CEO’s decision-making acumen, leading to greater efficiency and productivity.

March 17, 2025

Article

[Feature Image] An instructor explains what a context window is and its impact on working with AI models.

What Is an AI Context Window?

A context window is the working memory of an AI model or how much information it can remember while generating a response to your prompt. Learn more about why context windows matter and how popular AI models compare.

March 17, 2025

Article

[Featured Image] An AI professional sits in an office space, using chain of thought prompting to help build software solutions for his organization.

Chain of Thought Prompting: Enhancing AI Reasoning and Decision-Making

Chain of thought prompting is a technique for increasing the reasoning power of a large language model by asking it to use a step-by-step approach when prompt solving. Learn how this technique works and how to write chain of thought prompts.

March 17, 2025

Article

[Featured Image] A businessperson is on their laptop looking over their AI-generated customized training program.

Best AI Tools for Career Development

Discover some of the best AI tools for career development. Explore AI-driven resume editors, job search portals, skill-development platforms, interview prep tools, and more.

March 17, 2025

Article

[Featured Image] Three people in an office conference room looking at a tablet and researching the best AI companies to work for.

The Best AI Companies to Work For

Explore the best AI companies to work for, from Google to Microsoft to emerging firms such as Mistral AI. Learn about company culture, career opportunities, and ways to advance your skills in artificial intelligence for a career in the field.

March 17, 2025

Article

[Featured Image] A person is on their laptop using a customer service artificial intelligence chatbot to answer questions in real-time.

What Is an Artificial Intelligence Chatbot?

Expand your understanding of the different uses of artificial intelligence (AI) chatbots, their potential advantages and disadvantages, and how to begin creating and utilizing them.

March 17, 2025

Article

[Featured image] A data analyst wearing a business suit works with predictive analytics on their laptop in a sunny office setting.

Predictive Analytics Salary: Your 2025 Guide

Predictive analytics is a branch of data science that evaluates data to predict trends. Learn more about this field, including the typical predictive analytics salary, job duties, and factors that influence how much you’ll earn.

March 11, 2025

Article

[Featured Image] A smiling machine learning engineer in a green button-down shirt works at their computer on a natural language processing project.

Natural Language Processing Salary: Your 2025 Guide

If you are considering a career as an NLP engineer, you can expect to earn a higher-than-average salary in the United States. Explore different roles in the NLP field and the average NLP processing salary.

March 11, 2025

Article

[Featured Image] An AI prompt engineer works with generative AI on his computer in an office near a sunny window.

Generative AI Salary: Your 2025 Guide

Three potential careers in generative AI include generative AI engineer, AI prompt engineer, and AI writer or content reviewer. Explore the average generative AI salary for each of these careers.

March 11, 2025

Article

[Feature Image] A job seeker meets with their mentor to discuss how to best write a generative AI resume to stand out from competitors and highlight their expertise.

How to Write a Generative AI Resume (Step by Step with Examples)

Generative artificial intelligence (AI) creates computer-generated content for various projects. Learn how to showcase your generative AI skills on a standout resume to aid your job search in this growing field.

March 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)