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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] An older person wearing glasses while sitting at a desk in front of an open laptop smiles as they use a natural language processing application example: a voice-activated assistant.

Exploring Natural Language Processing Applications

Discover how natural language processing empowers transformations in how humans and machines communicate. Learn about diverse natural language processing applications and their impact.

December 6, 2024

Article

[Featured Image] An AI ethicist works at her desk with a laptop and notebook, ensuring her company's projects meet moral and social standards.

What Does an AI Ethicist Do?

AI ethics is a quickly evolving field in artificial intelligence. Learn more about what an artificial intelligence ethicist does, including the education required to be an AI ethicist and the average AI ethicist salary.

December 6, 2024

Article

[Featured Image] A student curious about Google's AI product sits outside with a laptop and searches "what is Bard."

What Is Bard? Your Guide to Google's AI Chatbot

Discover the use cases and limitations of Google's GenAI chatbot Bard, (now Gemini).

December 6, 2024

Article

[Featured Image] An older person wearing glasses while sitting at a desk in front of an open laptop smiles as they use a natural language processing application example: a voice-activated assistant.

Exploring Natural Language Processing Applications

Discover how natural language processing empowers transformations in how humans and machines communicate. Learn about diverse natural language processing applications and their impact.

December 6, 2024

Article

[Featured Image] An AI ethicist works at her desk with a laptop and notebook, ensuring her company's projects meet moral and social standards.

What Does an AI Ethicist Do?

AI ethics is a quickly evolving field in artificial intelligence. Learn more about what an artificial intelligence ethicist does, including the education required to be an AI ethicist and the average AI ethicist salary.

December 6, 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 graphic designer is writing with a pen on a 3D modeling software.

What Is 3D Modeling? Understanding the Basics

Learn about three-dimensional (3D) modeling and how it can help you in various applications.

December 5, 2024

Article

[Featured Image] Two businessmen study an interactive screen that displays a graph formed by discrete or continuous data.

Discrete vs. Continuous Data: A Guide for Beginners

Continuous and discrete data are two types of quantitative data that you can use to uncover insights, analyze trends, and inform business decisions. Explore what each type of data is, how they differ, and when you might use each type.

November 14, 2024

Article

[Featured Image] A woman sits in a coffee shop, looking at her laptop, and considers taking an online course on how to learn data structures and algorithms.

How to Learn Data Structures and Algorithms: A Basic Guide

Learn how data structures and algorithms build fundamental skills for efficient programmers. Use this guide to discover more about this discipline and get tips on how to learn DSA to help further your career.

November 12, 2024

Article

[Featured Image] Two beginner programmers collaborate on a Python project.

5 Simple Python Projects for Beginners

Python is a popular and easy-to-learn programming language, and Python projects can be a good way to build a project portfolio to demonstrate your skills. Read on to discover 10 beginner-level Python projects you can start today.

November 5, 2024

Article

[Featured Image] A machine learning expert sits at a desk, using a laptop, and uses the softmax activation function.

Deep Learning Basics: The Softmax Activation Function

Learn more about what the Softmax activation function is, how it operates within deep learning neural networks, and how to determine if this function is the right choice for your data type.

October 31, 2024

Article

[Featured Image] A company's IT person is showing his colleagues the repetitive and menial tasks that he programmed to be automated.

IT Automation: 2025 Overview

IT automation is a key part of streamlining a business鈥檚 digital operations. Explore what IT automation is, some examples, and the types of jobs that exist in the field.

October 31, 2024

Article

[Featured Image] A woman at a computer desk in an office that is using peer-to-peer networking for all other computers and printers.

What Is a Peer-to-Peer Network?

In a P2P network, computers directly connect and share resources without a central server. Explore what a peer-to-peer network is, how it started and how it works, some examples, and when to use an alternative network.

October 25, 2024

Article

[Featured Image] A male and female coworker stand in an office next to a presentation screen discussing overfitting in their business.

Overfitting Data: A Beginner鈥檚 Guide

As you enter the exciting world of machine learning, exploring common obstacles like overfitting can help you optimize your models and prevent errors. Learn what overfitting is, why it occurs, and how you can help prevent it in your statistical models.

October 9, 2024

Article

[Featured Image] An engineer working on her laptop decides between using supervised versus unsupervised learning methods for her machine learning tasks as she stands in a robotics lab.

Supervised vs. Unsupervised Learning: Pros, Cons, and When to Choose

These machine learning algorithms are used across many industries to identify patterns, make predictions, and more. Explore the differences between supervised and unsupervised learning to understand better what they are and how you might use them.

October 5, 2024

Article

[Featured Image] A student curious about Google's AI product sits outside with a laptop and searches "what is Bard."

What Is Bard? Your Guide to Google's AI Chatbot

Discover the use cases and limitations of Google's GenAI chatbot Bard, (now Gemini).

December 6, 2024

Article

[Featured image] A graphic designer is writing with a pen on a 3D modeling software.

What Is 3D Modeling? Understanding the Basics

Learn about three-dimensional (3D) modeling and how it can help you in various applications.

December 5, 2024

Article

[Featured Image] Two businessmen study an interactive screen that displays a graph formed by discrete or continuous data.

Discrete vs. Continuous Data: A Guide for Beginners

Continuous and discrete data are two types of quantitative data that you can use to uncover insights, analyze trends, and inform business decisions. Explore what each type of data is, how they differ, and when you might use each type.

November 14, 2024

Article

[Featured Image] A woman sits in a coffee shop, looking at her laptop, and considers taking an online course on how to learn data structures and algorithms.

How to Learn Data Structures and Algorithms: A Basic Guide

Learn how data structures and algorithms build fundamental skills for efficient programmers. Use this guide to discover more about this discipline and get tips on how to learn DSA to help further your career.

November 12, 2024

Article

[Featured Image] Two beginner programmers collaborate on a Python project.

5 Simple Python Projects for Beginners

Python is a popular and easy-to-learn programming language, and Python projects can be a good way to build a project portfolio to demonstrate your skills. Read on to discover 10 beginner-level Python projects you can start today.

November 5, 2024

Article

[Featured Image] A machine learning expert sits at a desk, using a laptop, and uses the softmax activation function.

Deep Learning Basics: The Softmax Activation Function

Learn more about what the Softmax activation function is, how it operates within deep learning neural networks, and how to determine if this function is the right choice for your data type.

October 31, 2024

Article

[Featured Image] A company's IT person is showing his colleagues the repetitive and menial tasks that he programmed to be automated.

IT Automation: 2025 Overview

IT automation is a key part of streamlining a business鈥檚 digital operations. Explore what IT automation is, some examples, and the types of jobs that exist in the field.

October 31, 2024

Article

[Featured Image] A woman at a computer desk in an office that is using peer-to-peer networking for all other computers and printers.

What Is a Peer-to-Peer Network?

In a P2P network, computers directly connect and share resources without a central server. Explore what a peer-to-peer network is, how it started and how it works, some examples, and when to use an alternative network.

October 25, 2024

Article

[Featured Image] A male and female coworker stand in an office next to a presentation screen discussing overfitting in their business.

Overfitting Data: A Beginner鈥檚 Guide

As you enter the exciting world of machine learning, exploring common obstacles like overfitting can help you optimize your models and prevent errors. Learn what overfitting is, why it occurs, and how you can help prevent it in your statistical models.

October 9, 2024

Article

[Featured Image] An engineer working on her laptop decides between using supervised versus unsupervised learning methods for her machine learning tasks as she stands in a robotics lab.

Supervised vs. Unsupervised Learning: Pros, Cons, and When to Choose

These machine learning algorithms are used across many industries to identify patterns, make predictions, and more. Explore the differences between supervised and unsupervised learning to understand better what they are and how you might use them.

October 5, 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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