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 person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is a Digital Twin? Definition, Types, and Uses

Virtual versions of real-world objects have become increasingly important to many businesses. Read on to find out more about this exciting technology.

August 4, 2022

Article

[Featured image] A machine learning engineer sits in his home office thinking about how to use decision trees in machine learning.

Decision Trees in Machine Learning: Two Types (+ Examples)

Decision trees are a supervised learning algorithm often used in machine learning. Explore what decision trees are and how you might use them in practice.

July 25, 2022

Article

[FEATURED IMAGE] Two data science professionals perform their data science jobs, looking at a desktop computer in an office.

Data Science Jobs: Resources and Career Guide

Learn about jobs in data science and find resources for your next career move.

July 21, 2022

Article

[Featured Image] A person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is a Digital Twin? Definition, Types, and Uses

Virtual versions of real-world objects have become increasingly important to many businesses. Read on to find out more about this exciting technology.

August 4, 2022

Article

[Featured image] A machine learning engineer sits in his home office thinking about how to use decision trees in machine learning.

Decision Trees in Machine Learning: Two Types (+ Examples)

Decision trees are a supervised learning algorithm often used in machine learning. Explore what decision trees are and how you might use them in practice.

July 25, 2022

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, Generative AI, Large Language Modeling, LLM Application, Process Optimization, Productivity Software, Workforce Development, Market Opportunities, Data Strategy, Emerging Technologies, Organizational Strategy, Data Security, Sociology, Critical Thinking, Human Computer Interaction, Analysis, Innovation

4.8
Rating, 4.8 out of 5 stars
12K reviews

Beginner · Specialization · 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
21K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

Macquarie University

Skills you'll gain: Responsible AI, Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Anomaly Detection, Threat Modeling, 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

4.6
Rating, 4.6 out of 5 stars
8 reviews

Beginner · Specialization · 3 - 6 Months

[Featured Image]: A worker wearing a blue shirt is sitting in front of their desktop, performing their duties as a data analyst.

4 Types of Big Data Technologies (+ Management Tools)

You can harness big data with the use of technologies that you can categorize into four types. Learn more about each type and the tools you can use with each type to effectively manage big data.

July 21, 2022

Article

[Featured Image] A machine learning student works on a machine learning project on their laptop in a library at a wooden table. They're wearing headphones and there is a stack of books next to their computer.

7 Machine Learning Projects to Build Your Skills

Machine learning projects are a great way to practice your skills and develop your portfolio. Test yourself and prepare for a future career as a machine learning expert with these engaging projects.

June 30, 2022

Article

[Featured Image]: A male, wearing a reddish shirt, glasses, and a beard. He is working in front of his computer in his office.

9 Best Python Libraries for Machine Learning

If you’re getting into machine learning, chances are you’ll want to choose a Python library (or a few). Here’s a look at the best ones this year.

June 27, 2022

Article

[Featured Image]: A man wearing a blue sweater and glasses, is working in front of two computer screens. He is sitting on a creamy white chair.

9 Artificial Intelligence (AI) Jobs to Consider in 2025

Here are some in-demand jobs amid the AI boom that you can consider pursuing a career in.

June 15, 2022

Article

[Featured Image]: A female wearing a white top and glasses. She has long brown hair. She is sitting in front of her laptop, holding a pen in her hand.

Is Machine Learning Hard? A Guide to Getting Started

Machine learning (ML), a fast-growing AI field, combines math, coding, and computer science. It powers tech like Netflix recommendations and speech-to-text. This guide covers ML basics, learning challenges, career paths, and how to start in the field.

June 10, 2022

Article

[Feature image] Person examining data on two separate devices.

Data Science vs. Machine Learning: What’s the Difference?

What is the difference between data science and machine learning? Which potential career path is right for you? Find out more here.

June 6, 2022

Article

[Featured Image]: A man wearing a blue jacket and glasses, is standing in front and working on his computer and is holding his phone.

9 Machine Learning Books for Beginners: a 2025 Guide

Dive into machine learning and the wondrous world of algorithms and models with this curated reading list.

June 6, 2022

Article

[Featured Image]: A woman with long dark hair and wearing a gray turtleneck sweater. She is sitting in front of two computer screens and is wearing white headphones.

What Are Machine Learning Models and How Do You Build Them?

Machine learning models power industries like data science, marketing, and finance. This guide covers how they're built, key algorithms, types of machine learning, model training parameters, and popular methods for classification and regression.

May 19, 2022

Article

[Featured Image] A woman with long dark hair in a gray striped shirt works in front of her computer screen in a shared office with lots of windows.

What Is an AI Engineer? (And How to Become One)

Learn what an artificial intelligence engineer does and how you can get into this exciting career field.

May 18, 2022

Article

[FEATURED IMAGE] Two data science professionals perform their data science jobs, looking at a desktop computer in an office.

Data Science Jobs: Resources and Career Guide

Learn about jobs in data science and find resources for your next career move.

July 21, 2022

Article

[Featured Image]: A worker wearing a blue shirt is sitting in front of their desktop, performing their duties as a data analyst.

4 Types of Big Data Technologies (+ Management Tools)

You can harness big data with the use of technologies that you can categorize into four types. Learn more about each type and the tools you can use with each type to effectively manage big data.

July 21, 2022

Article

[Featured Image] A machine learning student works on a machine learning project on their laptop in a library at a wooden table. They're wearing headphones and there is a stack of books next to their computer.

7 Machine Learning Projects to Build Your Skills

Machine learning projects are a great way to practice your skills and develop your portfolio. Test yourself and prepare for a future career as a machine learning expert with these engaging projects.

June 30, 2022

Article

[Featured Image]: A male, wearing a reddish shirt, glasses, and a beard. He is working in front of his computer in his office.

9 Best Python Libraries for Machine Learning

If you’re getting into machine learning, chances are you’ll want to choose a Python library (or a few). Here’s a look at the best ones this year.

June 27, 2022

Article

[Featured Image]: A man wearing a blue sweater and glasses, is working in front of two computer screens. He is sitting on a creamy white chair.

9 Artificial Intelligence (AI) Jobs to Consider in 2025

Here are some in-demand jobs amid the AI boom that you can consider pursuing a career in.

June 15, 2022

Article

[Featured Image]: A female wearing a white top and glasses. She has long brown hair. She is sitting in front of her laptop, holding a pen in her hand.

Is Machine Learning Hard? A Guide to Getting Started

Machine learning (ML), a fast-growing AI field, combines math, coding, and computer science. It powers tech like Netflix recommendations and speech-to-text. This guide covers ML basics, learning challenges, career paths, and how to start in the field.

June 10, 2022

Article

[Feature image] Person examining data on two separate devices.

Data Science vs. Machine Learning: What’s the Difference?

What is the difference between data science and machine learning? Which potential career path is right for you? Find out more here.

June 6, 2022

Article

[Featured Image]: A man wearing a blue jacket and glasses, is standing in front and working on his computer and is holding his phone.

9 Machine Learning Books for Beginners: a 2025 Guide

Dive into machine learning and the wondrous world of algorithms and models with this curated reading list.

June 6, 2022

Article

[Featured Image]: A woman with long dark hair and wearing a gray turtleneck sweater. She is sitting in front of two computer screens and is wearing white headphones.

What Are Machine Learning Models and How Do You Build Them?

Machine learning models power industries like data science, marketing, and finance. This guide covers how they're built, key algorithms, types of machine learning, model training parameters, and popular methods for classification and regression.

May 19, 2022

Article

[Featured Image] A woman with long dark hair in a gray striped shirt works in front of her computer screen in a shared office with lots of windows.

What Is an AI Engineer? (And How to Become One)

Learn what an artificial intelligence engineer does and how you can get into this exciting career field.

May 18, 2022

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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