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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] Two colleagues sit at a table discussing the advantages of Bayesian neural networks.

A Beginner鈥檚 Guide to the Bayesian Neural Network

Learn about neural networks, an exciting topic area within machine learning. Plus, explore what makes Bayesian neural networks different from traditional models and which situations require this approach.

March 27, 2024

Article

[Featured image] A marketer uses cluster analysis in R to identify specific groups of customers.

How to Perform a Cluster Analysis in R

Building skills in data analysis techniques such as cluster analyses can help you analyze and interpret information more effectively. Learn what a cluster analysis is and how to perform your own.

March 23, 2024

Article

[Featured Image] A doctor sits at a desk in front of a computer and uses deep learning applications to diagnose diseases.

10 Examples of Deep Learning Applications

Learn more about deep learning and examples of how deep learning applications are making an impact in different industries.

March 23, 2024

Article

[Featured image] Two colleagues sit at a table discussing the advantages of Bayesian neural networks.

A Beginner鈥檚 Guide to the Bayesian Neural Network

Learn about neural networks, an exciting topic area within machine learning. Plus, explore what makes Bayesian neural networks different from traditional models and which situations require this approach.

March 27, 2024

Article

[Featured image] A marketer uses cluster analysis in R to identify specific groups of customers.

How to Perform a Cluster Analysis in R

Building skills in data analysis techniques such as cluster analyses can help you analyze and interpret information more effectively. Learn what a cluster analysis is and how to perform your own.

March 23, 2024

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: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner 路 Course 路 1 - 4 Weeks

Status: Free Trial

Macquarie University

Skills you'll gain: Responsible AI, Information Privacy, Personally Identifiable Information, Data Security, Anomaly Detection, Threat Modeling, Vulnerability Assessments, Cyber Security Strategy, Security Controls, Cyber Threat Hunting, Cybersecurity, Cyber Risk, Security Strategy, Cyber Governance, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Security Management, Security Software, AI Product Strategy, Generative AI

4.3
Rating, 4.3 out of 5 stars
12 reviews

Beginner 路 Specialization 路 3 - 6 Months

[Featured image] A person in a cybersecurity boot camp learns about deep learning algorithms.

What Are Deep Learning Algorithms?

Deep learning algorithms are at the forefront of artificial intelligence. Learn more about deep learning algorithms, discover how they work, and take a look at unsupervised deep learning algorithms.

March 23, 2024

Article

[Featured Image] A group of tech employees gather in a conference room for a friendly debate over whether to use traditional AI vs. generative AI for their project.

AI vs. Generative AI: The Differences Explained

Wondering what the differences are between AI vs generative AI? Gain a deeper understanding of artificial intelligence, its pros and cons, and the distinguishing features of generative AI and its use cases.

March 23, 2024

Article

[Featured Image] Three engineers discuss simultaneous localization and mapping while looking at a drone.

What Is Simultaneous Localization and Mapping?

Simultaneous localization and mapping is key for the future of autonomous robotics. Learn about simultaneous localization and mapping, including what simultaneous localization and mapping is and simultaneous localization and mapping applications.

March 23, 2024

Article

[Featured image] A computational scientist conducts research on a computer in a lab.

What Does a Computational Scientist Do? 2025 Career Guide

Computational science is an in-demand and growing field. Learn more about what it鈥檚 like to be a computational scientist, including what to expect from computational scientist jobs and the average computational scientist salary.

March 23, 2024

Article

[Featured Image] A programmer explores R packages while he sits at his computer in his office.

R Packages for AI and Machine Learning

Learn about the various packages available in R to help with your artificial intelligence and machine learning projects.

March 23, 2024

Article

[Featured Image] A business professional software developer sitting at a desk using three computer monitors to write Python code.

What Is a Decorator in Python?

From logging to memorization, unlock the power of this versatile feature for cleaner and more efficient code. Learn more here.

March 23, 2024

Article

[Featured Image] A businesswoman sits at a laptop and works on an app that utilizes entity extraction and NLP.

Understanding NLP: What Is an Entity?

Learn what entities are within natural language processing and how these tools can strengthen your professional portfolio. Plus, discover which skills to focus on to build your basics.

March 23, 2024

Article

[Featured Image] A group of AI professionals meet in an office to discuss how they can apply transfer learning to their project.

What Is Transfer Learning?

What is transfer learning? Read on to learn more about transfer learning in machine learning, including applications of transfer learning and potential careers in the field.

March 22, 2024

Article

[Featured Image] A scientist working in a lab uses a tablet to look over synthetic data.

What Is Synthetic Data?

Synthetic data is rising in demand, with researchers across many fields recognizing its potential. Explore what synthetic data is and how you might see it used across industries to gain a more robust understanding of its importance.

March 22, 2024

Article

[Featured Image] A doctor sits at a desk in front of a computer and uses deep learning applications to diagnose diseases.

10 Examples of Deep Learning Applications

Learn more about deep learning and examples of how deep learning applications are making an impact in different industries.

March 23, 2024

Article

[Featured image] A person in a cybersecurity boot camp learns about deep learning algorithms.

What Are Deep Learning Algorithms?

Deep learning algorithms are at the forefront of artificial intelligence. Learn more about deep learning algorithms, discover how they work, and take a look at unsupervised deep learning algorithms.

March 23, 2024

Article

[Featured Image] A group of tech employees gather in a conference room for a friendly debate over whether to use traditional AI vs. generative AI for their project.

AI vs. Generative AI: The Differences Explained

Wondering what the differences are between AI vs generative AI? Gain a deeper understanding of artificial intelligence, its pros and cons, and the distinguishing features of generative AI and its use cases.

March 23, 2024

Article

[Featured Image] Three engineers discuss simultaneous localization and mapping while looking at a drone.

What Is Simultaneous Localization and Mapping?

Simultaneous localization and mapping is key for the future of autonomous robotics. Learn about simultaneous localization and mapping, including what simultaneous localization and mapping is and simultaneous localization and mapping applications.

March 23, 2024

Article

[Featured image] A computational scientist conducts research on a computer in a lab.

What Does a Computational Scientist Do? 2025 Career Guide

Computational science is an in-demand and growing field. Learn more about what it鈥檚 like to be a computational scientist, including what to expect from computational scientist jobs and the average computational scientist salary.

March 23, 2024

Article

[Featured Image] A programmer explores R packages while he sits at his computer in his office.

R Packages for AI and Machine Learning

Learn about the various packages available in R to help with your artificial intelligence and machine learning projects.

March 23, 2024

Article

[Featured Image] A business professional software developer sitting at a desk using three computer monitors to write Python code.

What Is a Decorator in Python?

From logging to memorization, unlock the power of this versatile feature for cleaner and more efficient code. Learn more here.

March 23, 2024

Article

[Featured Image] A businesswoman sits at a laptop and works on an app that utilizes entity extraction and NLP.

Understanding NLP: What Is an Entity?

Learn what entities are within natural language processing and how these tools can strengthen your professional portfolio. Plus, discover which skills to focus on to build your basics.

March 23, 2024

Article

[Featured Image] A group of AI professionals meet in an office to discuss how they can apply transfer learning to their project.

What Is Transfer Learning?

What is transfer learning? Read on to learn more about transfer learning in machine learning, including applications of transfer learning and potential careers in the field.

March 22, 2024

Article

[Featured Image] A scientist working in a lab uses a tablet to look over synthetic data.

What Is Synthetic Data?

Synthetic data is rising in demand, with researchers across many fields recognizing its potential. Explore what synthetic data is and how you might see it used across industries to gain a more robust understanding of its importance.

March 22, 2024

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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