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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 learners study for their professional development course, learning about AI versus algorithms.

AI vs. Algorithm: What鈥檚 the Difference?

AI, or artificial intelligence, refers to the simulation of human intelligence in machines, whereas algorithms are step-by-step instructions for solving problems or performing tasks. Explore both concepts and how they intersect.

January 22, 2025

Article

[Video Thumbnail] AGI vs. AI: What's the difference?

AGI vs. AI: How Close Are We? [VIDEO]

The idea of machines matching human intelligence has captivated us for decades. But how far away is true Artificial General Intelligence (AGI)?

January 22, 2025

Article

[Featured Image] A group of businesspeople meets to discuss data-driven insights that inform their marketing research, one of the essential big data applications in 2024.

What Are the Different Types of Big Data? Transformative Applications Across Industries

Explore how big data is transforming industries, including vital types of big data applications and significant areas of innovation.

January 22, 2025

Article

[Featured Image] Two learners study for their professional development course, learning about AI versus algorithms.

AI vs. Algorithm: What鈥檚 the Difference?

AI, or artificial intelligence, refers to the simulation of human intelligence in machines, whereas algorithms are step-by-step instructions for solving problems or performing tasks. Explore both concepts and how they intersect.

January 22, 2025

Article

[Video Thumbnail] AGI vs. AI: What's the difference?

AGI vs. AI: How Close Are We? [VIDEO]

The idea of machines matching human intelligence has captivated us for decades. But how far away is true Artificial General Intelligence (AGI)?

January 22, 2025

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

[Thumbnail] Career Spotlight: AI Engineer

Career Spotlight: AI Engineer [VIDEO]

Imagine shaping the future of technology. That's the power of an AI Engineer - the brilliant minds behind self-driving cars, personalized recommendations, and so much more!

January 17, 2025

Article

[Featured Image] A young businesswoman is coding on computer while building her skill set to become an nlp engineer.

What Does an NLP Engineer Do?

Learn about what an NLP engineer does and how to start your career journey in this profession. NLP engineers design applications and algorithms that help computers better understand human language, both written and oral.

January 14, 2025

Article

[Featured Image] Two coworkers review an analysis of variance (ANOVA) on a laptop while discussing their findings.

What Is Analysis of Variance (ANOVA)?

Learn what an ANOVA is, why professionals across industries choose it for statistical analysis, and how to determine when it鈥檚 the proper test for your research question.

January 8, 2025

Article

[Featured Image] A computer science learner researches AI versus deep learning on a laptop in a brightly lit coffee shop while planning their career path.

AI vs. Deep Learning: What鈥檚 the Difference?

Explore how technology shapes industry by comparing AI vs. deep learning. Discover more about each exciting area, and learn how to expand your knowledge with an informative Specialization.

January 7, 2025

Article

[Featured Image] Two programmers look at a computer screen and discuss beam search.

The Role of Beam Search in Modern Machine Learning

Learn more about what beam search is and how this method compares to other search algorithms within the machine learning space. Plus, explore advantages and disadvantages to help you decide if this algorithm is right for you.

January 4, 2025

Article

[Featured Image] An algorithm developer sits at a workspace, coding on a laptop.

What Is an Algorithm Developer? Skills, Responsibilities, and Career Path

Discover the world of algorithm development, exploring the essential skills, responsibilities, and career opportunities in this field.

January 4, 2025

Article

[Featured Image] A person unlocks their smartphone using facial recognition, one of many examples of computer vision applications.

21 Examples of Computer Vision Applications Across Industries

Discover how computer vision applications contribute to advances in health care, entertainment, manufacturing, agriculture, and other industries. Explore how advancements in this field drive future computer vision technology.

January 4, 2025

Article

[Featured Image] A data analyst points at a large screen with charts and graphs about data analytics and lambda architecture.

What Is Lambda Architecture?

Learn more about lambda architecture, including when to use lambda architecture, how it works, its various components, and the pros and cons of lambda architecture.

December 10, 2024

Article

[Featured Image] A data science professional sits at a desk with a computer and tablet, using the random forest algorithm to aggregate data.

What Are the Advantages and Disadvantages of Random Forest?

Explore random forests, a popular machine learning algorithm, in more detail by delving into the advantages, disadvantages, and exciting industry applications of this technique.

December 10, 2024

Article

[Featured Image] A group of businesspeople meets to discuss data-driven insights that inform their marketing research, one of the essential big data applications in 2024.

What Are the Different Types of Big Data? Transformative Applications Across Industries

Explore how big data is transforming industries, including vital types of big data applications and significant areas of innovation.

January 22, 2025

Article

[Thumbnail] Career Spotlight: AI Engineer

Career Spotlight: AI Engineer [VIDEO]

Imagine shaping the future of technology. That's the power of an AI Engineer - the brilliant minds behind self-driving cars, personalized recommendations, and so much more!

January 17, 2025

Article

[Featured Image] A young businesswoman is coding on computer while building her skill set to become an nlp engineer.

What Does an NLP Engineer Do?

Learn about what an NLP engineer does and how to start your career journey in this profession. NLP engineers design applications and algorithms that help computers better understand human language, both written and oral.

January 14, 2025

Article

[Featured Image] Two coworkers review an analysis of variance (ANOVA) on a laptop while discussing their findings.

What Is Analysis of Variance (ANOVA)?

Learn what an ANOVA is, why professionals across industries choose it for statistical analysis, and how to determine when it鈥檚 the proper test for your research question.

January 8, 2025

Article

[Featured Image] A computer science learner researches AI versus deep learning on a laptop in a brightly lit coffee shop while planning their career path.

AI vs. Deep Learning: What鈥檚 the Difference?

Explore how technology shapes industry by comparing AI vs. deep learning. Discover more about each exciting area, and learn how to expand your knowledge with an informative Specialization.

January 7, 2025

Article

[Featured Image] Two programmers look at a computer screen and discuss beam search.

The Role of Beam Search in Modern Machine Learning

Learn more about what beam search is and how this method compares to other search algorithms within the machine learning space. Plus, explore advantages and disadvantages to help you decide if this algorithm is right for you.

January 4, 2025

Article

[Featured Image] An algorithm developer sits at a workspace, coding on a laptop.

What Is an Algorithm Developer? Skills, Responsibilities, and Career Path

Discover the world of algorithm development, exploring the essential skills, responsibilities, and career opportunities in this field.

January 4, 2025

Article

[Featured Image] A person unlocks their smartphone using facial recognition, one of many examples of computer vision applications.

21 Examples of Computer Vision Applications Across Industries

Discover how computer vision applications contribute to advances in health care, entertainment, manufacturing, agriculture, and other industries. Explore how advancements in this field drive future computer vision technology.

January 4, 2025

Article

[Featured Image] A data analyst points at a large screen with charts and graphs about data analytics and lambda architecture.

What Is Lambda Architecture?

Learn more about lambda architecture, including when to use lambda architecture, how it works, its various components, and the pros and cons of lambda architecture.

December 10, 2024

Article

[Featured Image] A data science professional sits at a desk with a computer and tablet, using the random forest algorithm to aggregate data.

What Are the Advantages and Disadvantages of Random Forest?

Explore random forests, a popular machine learning algorithm, in more detail by delving into the advantages, disadvantages, and exciting industry applications of this technique.

December 10, 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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