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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 worker in marketing is excited by the benefits of AI in their workflow.

AI Marketing Tools for CRM, Content, Analytics, and Email Automation

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

April 11, 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鈥檚 key applications in various industries, examine the possible future of the tool, and expand your knowledge of its main uses.

April 9, 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 4, 2025

Article

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

AI Marketing Tools for CRM, Content, Analytics, and Email Automation

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

April 11, 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鈥檚 key applications in various industries, examine the possible future of the tool, and expand your knowledge of its main uses.

April 9, 2025

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Information Systems Security Assessment Framework (ISSAF), Operational Efficiency, Business Process Automation, Data Security, Critical Thinking, Analysis, Innovation

4.8
Rating, 4.8 out of 5 stars
15K reviews

Beginner 路 Specialization 路 1 - 3 Months

Status: Free Trial

IBM

Skills you'll gain: Generative AI, Responsible AI, LLM Application, Natural Language Processing, Market Opportunities

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner 路 Course 路 1 - 4 Weeks

Status: Free Trial

Alberta Machine Intelligence Institute

Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, LLM Application, Data Ethics, Image Analysis, Business Ethics, OpenAI, ChatGPT, Ethical Standards And Conduct, AI Product Strategy, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science

Beginner 路 Specialization 路 1 - 3 Months

[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鈥檚 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鈥檒l need to start a career as an NLP engineer.

March 19, 2025

Article

[Featured Image] A natural language processing engineer works at a desktop computer and has a discussion with their colleague.

NLP Engineer Salary: Your 2025 Guide

Explore the salary range for NLP engineers and the factors that influence their earning potential in 2025.

March 19, 2025

Article

[Featured Image] NLP developers collaborating on a new project, reviewing code on a laptop while sharing a light moment in a tech workspace.

The Role of an NLP Developer

From finance to government and beyond, NLP developers continue to create and refine the most advanced language technology out there. Discover how the role of NLP developer is growing in a variety of industries and sectors.

March 19, 2025

Article

[Feature Image] Two learners discuss the typical NLP career path and the direction they each want to take.

NLP Career Path: Jobs in Natural Language Processing

Natural language processing is a growing field working with artificial intelligence models. Explore what your NLP career path might look like, starting with entry-level jobs like junior NLP engineers all the way to leadership roles.

March 19, 2025

Article

[Featured Image] Programmers discuss coding of neural network parameters and hyperparameters.

What Are Neural Network Parameters?

Machine learning models adjust neural network parameters during the learning process, while hyperparameters are the variables you set when creating a neural network. Explore examples of parameters and hyperparameters in neural networks.

March 19, 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 4, 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鈥檚 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鈥檒l need to start a career as an NLP engineer.

March 19, 2025

Article

[Featured Image] A natural language processing engineer works at a desktop computer and has a discussion with their colleague.

NLP Engineer Salary: Your 2025 Guide

Explore the salary range for NLP engineers and the factors that influence their earning potential in 2025.

March 19, 2025

Article

[Featured Image] NLP developers collaborating on a new project, reviewing code on a laptop while sharing a light moment in a tech workspace.

The Role of an NLP Developer

From finance to government and beyond, NLP developers continue to create and refine the most advanced language technology out there. Discover how the role of NLP developer is growing in a variety of industries and sectors.

March 19, 2025

Article

[Feature Image] Two learners discuss the typical NLP career path and the direction they each want to take.

NLP Career Path: Jobs in Natural Language Processing

Natural language processing is a growing field working with artificial intelligence models. Explore what your NLP career path might look like, starting with entry-level jobs like junior NLP engineers all the way to leadership roles.

March 19, 2025

Article

[Featured Image] Programmers discuss coding of neural network parameters and hyperparameters.

What Are Neural Network Parameters?

Machine learning models adjust neural network parameters during the learning process, while hyperparameters are the variables you set when creating a neural network. Explore examples of parameters and hyperparameters in neural networks.

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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