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 VR developers use computer vision algorithms as they test their creations in a lab environment.

Computer Vision Algorithms: Decoding the Visual World

Computer vision algorithms make it possible for AI models to respond to visual cues. Explore how algorithms like image classification and object detection work, how to use them, and the types of computer vision models you can use to write them.

April 21, 2025

Article

[Video thumbnail] Career Spotlight Machine Learning Engineer

Career Spotlight: Machine Learning Engineer [VIDEO]

Ever wondered who teaches machines to learn? It's the machine learning engineers - the brilliant minds building the AI of the future!

April 17, 2025

Article

[Featured Image] A businessperson in a comfortable break room asks ChatGPT interview questions to a potential new hire.

Common ChatGPT Interview Questions and How to Prepare

As AI advances, businesses are increasingly integrating ChatGPT into their workflows. Prepare for your job interview with some common ChatGPT interview questions to showcase your knowledge of this large language model (LLM) and its applications.

April 10, 2025

Article

[Featured Image] Two VR developers use computer vision algorithms as they test their creations in a lab environment.

Computer Vision Algorithms: Decoding the Visual World

Computer vision algorithms make it possible for AI models to respond to visual cues. Explore how algorithms like image classification and object detection work, how to use them, and the types of computer vision models you can use to write them.

April 21, 2025

Article

[Video thumbnail] Career Spotlight Machine Learning Engineer

Career Spotlight: Machine Learning Engineer [VIDEO]

Ever wondered who teaches machines to learn? It's the machine learning engineers - the brilliant minds building the AI of the future!

April 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 data analyst sits at their office desk analyzing spreadsheets on their two computer screens to gain data insights about their work.

Exploring AI Sales

Learn how AI sales can reshape sales teams and capabilities and explore the AI technologies that drive smarter selling and the valuable skills you can develop to build your career path.

April 10, 2025

Article

[Featured Image] A worker in marketing is excited by the benefits of AI in their workflow.

8 Types of AI Marketing Tools and How They Can Improve Marketing Efficiency

AI marketing tools can save time and maximize return on investment. Discover how AI marketing tools can help you create content, understand your customer data, automate your email marketing strategy, and more.

April 10, 2025

Article

[Feature Image] A businessperson researches cloud AI program options, including AI chatbots and cognitive cloud computing, to recommend the best options to streamline operational efficiency.

Cloud AI: Transforming the Future of Technology

Discover cloud AI’s key applications in various industries, examine the possible future of the tool, and expand your knowledge of its main uses.

April 8, 2025

Article

[Video thumbnail] Career Spotlight in 60 Seconds: AI Research Scientist

Career Spotlight: AI Research Scientist

Ever wondered who's behind those mind-blowing AI breakthroughs? Meet the AI Research Scientist - the pioneers pushing the boundaries of artificial intelligence!

April 3, 2025

Article

[Featured Image] Colleagues collaborating in a professional setting, analyzing printed graphs and using a computer while discussing random forest versus neural networks in AI and machine learning.

Random Forest vs. Neural Network: What’s the Difference?

A random forest is a machine learning model that allows an AI to make a prediction, and a neural network is a deep learning model that allows AI to work with data in complex ways. Explore more differences and how these technologies work.

March 19, 2025

Article

[Featured Image] A data analyst works on a laptop, using predictive analytics to assist their organization with decision-making.

Predictive Analytics Job Description

Predictive analytics uses a combination of machine learning and statistics to analyze data and predict trends. Discover how you can use predictive analytics to help inform business decisions.

March 19, 2025

Article

[Featured Image] A recruiter engaging with a candidate during an interview in a professional environment, holding a tablet, and smiling while discussing predictive analytics interview questions.

Common Predictive Analytics Interview Questions and How to Prepare

Expand your understanding of predictive analytics, explore best practices to prepare for common predictive analytics interview questions, and learn more about key steps in predictive analytics projects.

March 19, 2025

Article

[Feature Image] Three computer science learners smile as they discuss the typical predictive analytics career path and the types of jobs they each want to strive for.

Predictive Analytics Career Path: Unlocking Data-driven Decision-Making

Predictive analytics helps you understand what might happen in the future based on past data. Explore the predictive analytics career path from entry-level roles like business intelligence analyst to leadership roles like senior data analyst.

March 19, 2025

Article

[Featured image: Two engineers work at a computer and use their NLP skills to improve an AI model.]

Essential NLP Skills: What You Need to Know

Natural language processing engineers need to learn core NLP skills, technical skills like programming languages and libraries, and workplace skills like communication. Learn about the skills you’ll need to start a career as an NLP engineer.

March 19, 2025

Article

[Featured Image] A businessperson in a comfortable break room asks ChatGPT interview questions to a potential new hire.

Common ChatGPT Interview Questions and How to Prepare

As AI advances, businesses are increasingly integrating ChatGPT into their workflows. Prepare for your job interview with some common ChatGPT interview questions to showcase your knowledge of this large language model (LLM) and its applications.

April 10, 2025

Article

[Featured Image] A data analyst sits at their office desk analyzing spreadsheets on their two computer screens to gain data insights about their work.

Exploring AI Sales

Learn how AI sales can reshape sales teams and capabilities and explore the AI technologies that drive smarter selling and the valuable skills you can develop to build your career path.

April 10, 2025

Article

[Featured Image] A worker in marketing is excited by the benefits of AI in their workflow.

8 Types of AI Marketing Tools and How They Can Improve Marketing Efficiency

AI marketing tools can save time and maximize return on investment. Discover how AI marketing tools can help you create content, understand your customer data, automate your email marketing strategy, and more.

April 10, 2025

Article

[Feature Image] A businessperson researches cloud AI program options, including AI chatbots and cognitive cloud computing, to recommend the best options to streamline operational efficiency.

Cloud AI: Transforming the Future of Technology

Discover cloud AI’s key applications in various industries, examine the possible future of the tool, and expand your knowledge of its main uses.

April 8, 2025

Article

[Video thumbnail] Career Spotlight in 60 Seconds: AI Research Scientist

Career Spotlight: AI Research Scientist

Ever wondered who's behind those mind-blowing AI breakthroughs? Meet the AI Research Scientist - the pioneers pushing the boundaries of artificial intelligence!

April 3, 2025

Article

[Featured Image] Colleagues collaborating in a professional setting, analyzing printed graphs and using a computer while discussing random forest versus neural networks in AI and machine learning.

Random Forest vs. Neural Network: What’s the Difference?

A random forest is a machine learning model that allows an AI to make a prediction, and a neural network is a deep learning model that allows AI to work with data in complex ways. Explore more differences and how these technologies work.

March 19, 2025

Article

[Featured Image] A data analyst works on a laptop, using predictive analytics to assist their organization with decision-making.

Predictive Analytics Job Description

Predictive analytics uses a combination of machine learning and statistics to analyze data and predict trends. Discover how you can use predictive analytics to help inform business decisions.

March 19, 2025

Article

[Featured Image] A recruiter engaging with a candidate during an interview in a professional environment, holding a tablet, and smiling while discussing predictive analytics interview questions.

Common Predictive Analytics Interview Questions and How to Prepare

Expand your understanding of predictive analytics, explore best practices to prepare for common predictive analytics interview questions, and learn more about key steps in predictive analytics projects.

March 19, 2025

Article

[Feature Image] Three computer science learners smile as they discuss the typical predictive analytics career path and the types of jobs they each want to strive for.

Predictive Analytics Career Path: Unlocking Data-driven Decision-Making

Predictive analytics helps you understand what might happen in the future based on past data. Explore the predictive analytics career path from entry-level roles like business intelligence analyst to leadership roles like senior data analyst.

March 19, 2025

Article

[Featured image: Two engineers work at a computer and use their NLP skills to improve an AI model.]

Essential NLP Skills: What You Need to Know

Natural language processing engineers need to learn core NLP skills, technical skills like programming languages and libraries, and workplace skills like communication. Learn about the skills you’ll need to start a career as an NLP engineer.

March 19, 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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