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 digital marketer looks at graphs on a computer created by topic modeling.

What Is Topic Modeling?

Topic modeling is a key machine-learning technique that helps data professionals find themes in a collection of documents. Learn about topic modeling, its visualization benefits, and different types of this technique, such as NLP topic modeling.

March 18, 2025

Article

[Featured image] A data scientist using Tidyverse for data analysis in an office.

What Is Tidyverse?

Tidyverse is a highly popular set of R packages. Read on to learn more about it and explore its advantages for data analysis, including comprehensive information on each package within the Tidyverse.

March 18, 2025

Article

[Featured image] Diverse colleagues discussing what is the best AI image generator in a team meeting.

What Is the Best AI Image Generator?

Discover which artificial intelligence (AI) image generator may benefit you the most. Explore popular AI image generator brands, how these tools work, what features to look for, and how to use them.

March 18, 2025

Article

[Featured Image] A digital marketer looks at graphs on a computer created by topic modeling.

What Is Topic Modeling?

Topic modeling is a key machine-learning technique that helps data professionals find themes in a collection of documents. Learn about topic modeling, its visualization benefits, and different types of this technique, such as NLP topic modeling.

March 18, 2025

Article

[Featured image] A data scientist using Tidyverse for data analysis in an office.

What Is Tidyverse?

Tidyverse is a highly popular set of R packages. Read on to learn more about it and explore its advantages for data analysis, including comprehensive information on each package within the Tidyverse.

March 18, 2025

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Product Strategy, Large Language Modeling, LLM Application, Computer Security Awareness Training, Productivity Software, Workforce Development, Operational Efficiency, Innovation, Business Process Automation, Organizational Strategy, Human Machine Interfaces, Data Security, Sociology, Critical Thinking, Analysis

4.8
Rating, 4.8 out of 5 stars
14K reviews

Beginner · Specialization · 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
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

4.2
Rating, 4.2 out of 5 stars
10 reviews

Beginner · Specialization · 3 - 6 Months

[Featured image] Four web developers look at a computer screen to see the results of web development using Selenium Python.

What Is Selenium Python?

Discover the basic principles of Selenium Python, including the uses, benefits, and features that make this combination a favored choice for web automation and testing.

March 18, 2025

Article

[Featured Image] Environmental scientists in their lab use scikit-learn to apply data-driven methodologies in their research for insights and discoveries.

What Is scikit-learn?

Scikit-learn is an essential tool for machine learning professionals. Learn more about scikit-learn, where to find a scikit-learn tutorial, and sklearn vs. scikit-learn.

March 18, 2025

Article

[Feature Image] A college student researches “What is quantum AI” on their laptop while studying for their online degree.

What Is Quantum AI?

Explore the key concepts in quantum AI, discover how it enhances processing power and problem-solving, and learn how to access and utilize its key tools and platforms..

March 18, 2025

Article

[Featured Image] A data scientist studies perceptrons on their computer.

What Is Perceptron?

Explore what a perceptron is and how it relates to deep learning and artificial intelligence. Learn the difference between a single-layer and multilayer perceptron, the appropriate uses of each, and how to start learning on your own.

March 18, 2025

Article

[Featured Image]: A person wearing headphones uses a laptop to find out what is pandas in Python before starting a data analysis project.

What Is Pandas in Python?

Explore what pandas in Python offers, including its core components, key functions for different data tasks, and tips for getting started with Python.

March 18, 2025

Article

[Featured Image]: A person uses a tablet to apply their knowledge of image processing to digital photos needed for a project.

What Is Image Processing?

Learn about image processing, a fundamental step in preparing images for image analysis and developing computer vision.

March 18, 2025

Article

[Featured image] Junior AI engineer taking an online course to explore what is fine tuning, on a tablet.

What Is Fine-Tuning?

Fine-tuning is a deep learning technique that takes pre-trained models and turns them into specialized artificial intelligence (AI) models faster than training a new model. Explore the methods involved in fine-tuning.

March 18, 2025

Article

[Featured Image] Two engineers use few-shot learning to train a robotic device.

What Is Few-Shot Learning?

Explore what few-shot learning is, how it’s used across professional fields, and what to consider when deciding if this approach is right for your application.

March 18, 2025

Article

[Featured image] A team of machine learning engineers in an office discussing what is bias in machine learning.

What Is Bias in Machine Learning?

Bias in machine learning occurs when AI models perpetrate human errors. Uncover the critical aspects of bias in machine learning, its types, impacts, and how to address it for better model fairness and accuracy.

March 18, 2025

Article

[Featured image] Diverse colleagues discussing what is the best AI image generator in a team meeting.

What Is the Best AI Image Generator?

Discover which artificial intelligence (AI) image generator may benefit you the most. Explore popular AI image generator brands, how these tools work, what features to look for, and how to use them.

March 18, 2025

Article

[Featured image] Four web developers look at a computer screen to see the results of web development using Selenium Python.

What Is Selenium Python?

Discover the basic principles of Selenium Python, including the uses, benefits, and features that make this combination a favored choice for web automation and testing.

March 18, 2025

Article

[Featured Image] Environmental scientists in their lab use scikit-learn to apply data-driven methodologies in their research for insights and discoveries.

What Is scikit-learn?

Scikit-learn is an essential tool for machine learning professionals. Learn more about scikit-learn, where to find a scikit-learn tutorial, and sklearn vs. scikit-learn.

March 18, 2025

Article

[Feature Image] A college student researches “What is quantum AI” on their laptop while studying for their online degree.

What Is Quantum AI?

Explore the key concepts in quantum AI, discover how it enhances processing power and problem-solving, and learn how to access and utilize its key tools and platforms..

March 18, 2025

Article

[Featured Image] A data scientist studies perceptrons on their computer.

What Is Perceptron?

Explore what a perceptron is and how it relates to deep learning and artificial intelligence. Learn the difference between a single-layer and multilayer perceptron, the appropriate uses of each, and how to start learning on your own.

March 18, 2025

Article

[Featured Image]: A person wearing headphones uses a laptop to find out what is pandas in Python before starting a data analysis project.

What Is Pandas in Python?

Explore what pandas in Python offers, including its core components, key functions for different data tasks, and tips for getting started with Python.

March 18, 2025

Article

[Featured Image]: A person uses a tablet to apply their knowledge of image processing to digital photos needed for a project.

What Is Image Processing?

Learn about image processing, a fundamental step in preparing images for image analysis and developing computer vision.

March 18, 2025

Article

[Featured image] Junior AI engineer taking an online course to explore what is fine tuning, on a tablet.

What Is Fine-Tuning?

Fine-tuning is a deep learning technique that takes pre-trained models and turns them into specialized artificial intelligence (AI) models faster than training a new model. Explore the methods involved in fine-tuning.

March 18, 2025

Article

[Featured Image] Two engineers use few-shot learning to train a robotic device.

What Is Few-Shot Learning?

Explore what few-shot learning is, how it’s used across professional fields, and what to consider when deciding if this approach is right for your application.

March 18, 2025

Article

[Featured image] A team of machine learning engineers in an office discussing what is bias in machine learning.

What Is Bias in Machine Learning?

Bias in machine learning occurs when AI models perpetrate human errors. Uncover the critical aspects of bias in machine learning, its types, impacts, and how to address it for better model fairness and accuracy.

March 18, 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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