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] Programmers in a tech-driven environment discussing LLM parameters.

LLM Parameters: Understanding the Building Blocks of Large Language Models

Explore the building blocks of LLM parameters and how they impact predictions and enhance model efficiency to optimize artificial intelligence (AI) performance.

May 24, 2025

Article

[Feature Image] A deep learning professional wearing dark-rimmed glasses considers whether TensorFlor or PyTorch would be more suitable for their project.

TensorFlow or PyTorch: What’s the Difference?

Discover whether TensorFlow or PyTorch is best for your machine learning application and explore some of the similarities and differences between these frameworks.

May 23, 2025

Article

[Featured Image] Two business people presenting a predictive analysis as a graph.

Essential Predictive Analytics Skills

As the market for professionals with predictive analytics skills increases, you may want to develop your skill set in this field. Discover the predictive analytics skills and other abilities you’ll need to be successful.

May 23, 2025

Article

[Featured Image] Programmers in a tech-driven environment discussing LLM parameters.

LLM Parameters: Understanding the Building Blocks of Large Language Models

Explore the building blocks of LLM parameters and how they impact predictions and enhance model efficiency to optimize artificial intelligence (AI) performance.

May 24, 2025

Article

[Feature Image] A deep learning professional wearing dark-rimmed glasses considers whether TensorFlor or PyTorch would be more suitable for their project.

TensorFlow or PyTorch: What’s the Difference?

Discover whether TensorFlow or PyTorch is best for your machine learning application and explore some of the similarities and differences between these frameworks.

May 23, 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] A professional in a tech environment interacts with an on-device AI system, pointing at a computer screen that displays "Chatbot AI" on the interface.

On-Device AI: Powering the Future of Computing

Artificial intelligence (AI) is increasingly used in smartphones, smartwatches, and cars, offering incredible capabilities and personalized recommendations. Discover more about on-device AI and potential careers involving the technology.

May 23, 2025

Article

[Featured image] Two coworkers looking at a laptop while discussing NLU vs NLP and how the technologies differ.

NLU vs. NLP: What’s the Difference?

Discover how natural language understanding (NLU) and natural language processing (NLP) differ and how these technologies work together to help machines process and understand human language.

May 23, 2025

Article

[Feature Image] Four young programmers learn how neurons in neural networks contribute to deep learning for artificial intelligence.

Neurons in Deep Learning—The Building Blocks of Neural Networks

In deep learning, neurons are computational units in neural networks that process input data before passing it on. Discover the different types of neurons in deep learning, explore their structure, and delve into their various uses in various industries.

May 23, 2025

Article

[Featured Image] A teacher in an engineering lab is showing two students how AI can help them make money.

How to Make Money Using AI in 2025

Explore how to make money using AI through career opportunities, monetizing creative products, and using AI to increase your productivity.

May 17, 2025

Article

[Featured Image] Two programmers discuss the incredible capabilities of agentic rag while sitting in front of a computer in a shared office setting.

What Is Agentic RAG? Learn About Retrieval-Augmented Generation in AI

Learn about agentic RAG (retrieval-augmented generation), an innovative AI technology that combines information retrieval with text generation to create more accurate and reliable AI systems.

May 16, 2025

Article

[Featured Image] A smiling runner on a bridge with headphones listens to a new song they discovered thanks to their music app’s agentic design pattern.

Agentic Design Pattern: The Power of Autonomous Behavior

Explore agentic design patterns, and discover how promoting user autonomy on digital interfaces can enhance engagement and retain users. Learn practical applications, from gaming to e-commerce, and utilize the power of adaptive, user-centric systems.

May 16, 2025

Article

[Featured Image] A group of recruiters interviewing a candidate in a professional setting, reviewing a resume during the discussion about the prompt engineer role.

How to Write a Prompt Engineering Resume (Step-by-Step with Examples)

Prompt engineers design the inputs for generative artificial intelligence to get the desired outputs. Learn the important skills you need on your prompt engineer resume to land your ideal job.

May 14, 2025

Article

[Video thumbnail] Is AI Dangerous Uncover the Turth Behind the Hype

Let's Talk AI - What Are the Potential Risks and Benefits? [VIDEO]

AI is rapidly changing the world, but is it a force for good or a potential threat? This video dives into the risks and concerns surrounding AI, separating hype from legitimate dangers.

May 14, 2025

Article

[Featured Image] An engineer is learning the differences between AI and robotics while observing a robotic arm in a lab.

AI vs. Robotics: What’s the Difference?

Explore the key differences and intersections between artificial intelligence and robotics, their applications across industries, and their advantages and challenges in transforming workflows, decision-making, and automation.

May 9, 2025

Article

[Featured Image] Two business people presenting a predictive analysis as a graph.

Essential Predictive Analytics Skills

As the market for professionals with predictive analytics skills increases, you may want to develop your skill set in this field. Discover the predictive analytics skills and other abilities you’ll need to be successful.

May 23, 2025

Article

[Featured Image] A professional in a tech environment interacts with an on-device AI system, pointing at a computer screen that displays "Chatbot AI" on the interface.

On-Device AI: Powering the Future of Computing

Artificial intelligence (AI) is increasingly used in smartphones, smartwatches, and cars, offering incredible capabilities and personalized recommendations. Discover more about on-device AI and potential careers involving the technology.

May 23, 2025

Article

[Featured image] Two coworkers looking at a laptop while discussing NLU vs NLP and how the technologies differ.

NLU vs. NLP: What’s the Difference?

Discover how natural language understanding (NLU) and natural language processing (NLP) differ and how these technologies work together to help machines process and understand human language.

May 23, 2025

Article

[Feature Image] Four young programmers learn how neurons in neural networks contribute to deep learning for artificial intelligence.

Neurons in Deep Learning—The Building Blocks of Neural Networks

In deep learning, neurons are computational units in neural networks that process input data before passing it on. Discover the different types of neurons in deep learning, explore their structure, and delve into their various uses in various industries.

May 23, 2025

Article

[Featured Image] A teacher in an engineering lab is showing two students how AI can help them make money.

How to Make Money Using AI in 2025

Explore how to make money using AI through career opportunities, monetizing creative products, and using AI to increase your productivity.

May 17, 2025

Article

[Featured Image] Two programmers discuss the incredible capabilities of agentic rag while sitting in front of a computer in a shared office setting.

What Is Agentic RAG? Learn About Retrieval-Augmented Generation in AI

Learn about agentic RAG (retrieval-augmented generation), an innovative AI technology that combines information retrieval with text generation to create more accurate and reliable AI systems.

May 16, 2025

Article

[Featured Image] A smiling runner on a bridge with headphones listens to a new song they discovered thanks to their music app’s agentic design pattern.

Agentic Design Pattern: The Power of Autonomous Behavior

Explore agentic design patterns, and discover how promoting user autonomy on digital interfaces can enhance engagement and retain users. Learn practical applications, from gaming to e-commerce, and utilize the power of adaptive, user-centric systems.

May 16, 2025

Article

[Featured Image] A group of recruiters interviewing a candidate in a professional setting, reviewing a resume during the discussion about the prompt engineer role.

How to Write a Prompt Engineering Resume (Step-by-Step with Examples)

Prompt engineers design the inputs for generative artificial intelligence to get the desired outputs. Learn the important skills you need on your prompt engineer resume to land your ideal job.

May 14, 2025

Article

[Video thumbnail] Is AI Dangerous Uncover the Turth Behind the Hype

Let's Talk AI - What Are the Potential Risks and Benefits? [VIDEO]

AI is rapidly changing the world, but is it a force for good or a potential threat? This video dives into the risks and concerns surrounding AI, separating hype from legitimate dangers.

May 14, 2025

Article

[Featured Image] An engineer is learning the differences between AI and robotics while observing a robotic arm in a lab.

AI vs. Robotics: What’s the Difference?

Explore the key differences and intersections between artificial intelligence and robotics, their applications across industries, and their advantages and challenges in transforming workflows, decision-making, and automation.

May 9, 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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