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 coworkers discuss AI hallucinations on their computers in an open-space office.

AI Hallucinations—Understanding the Phenomenon and Its Implications

Artificial intelligence (AI) hallucinations occur when an AI model outputs factually incorrect, nonsensical, or surreal information. Explore the underlying causes of AI hallucinations and how they negatively impact industries.

February 3, 2025

Article

[Feature Image] A creative professional uses AI writing tools to help brainstorm ideas before beginning a new project.

16 AI Writing Tools for Research, Drafting, Editing, and More

AI writing tools can enhance every step of the writing process, from generating ideas and organizing outlines to conducting research and creating text. Discover the capabilities of AI writing tools and different options for your work.

February 3, 2025

Article

[Featured Image] A professional is showing business stakeholders a treemap on a screen.

What Is a Treemap?

Explore treemaps, how you use them, what you use them for, and the advantages and disadvantages of applying this powerful visualization tool.

February 3, 2025

Article

[Featured Image] Two coworkers discuss AI hallucinations on their computers in an open-space office.

AI Hallucinations—Understanding the Phenomenon and Its Implications

Artificial intelligence (AI) hallucinations occur when an AI model outputs factually incorrect, nonsensical, or surreal information. Explore the underlying causes of AI hallucinations and how they negatively impact industries.

February 3, 2025

Article

[Feature Image] A creative professional uses AI writing tools to help brainstorm ideas before beginning a new project.

16 AI Writing Tools for Research, Drafting, Editing, and More

AI writing tools can enhance every step of the writing process, from generating ideas and organizing outlines to conducting research and creating text. Discover the capabilities of AI writing tools and different options for your work.

February 3, 2025

Article

AI and machine learning courses

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing

4.8
Rating, 4.8 out of 5 stars
19K reviews

Beginner · Specialization · 3 - 6 Months

Status: Free Trial

IBM

Skills you'll gain: Retrieval-Augmented Generation, AI Enablement, Responsible AI, Generative AI, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner · Course · 1 - 4 Weeks

Status: Preview

AI CERTs

Skills you'll gain: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning

Beginner · Course · 1 - 3 Months

[Featured Image] A man in an office with large windows speaks into a smartphone, which uses syntax analysis to convert speech to text.

What Is Syntax Analysis?

Syntax analysis is a technique that works with other forms of analysis to facilitate communication between humans and computers. Explore syntax analysis, why it’s important to natural language processing (NLP), and careers using this process.

February 3, 2025

Article

[Video thumbnail] Create AI As An AI ARCHITECT!

AI Architect: Design the Future of AI (VIDEO)

These tech visionaries are in HIGH DEMAND, leading the charge in AI adoption across industries.

February 3, 2025

Article

[Feature Image] After wondering, “What is artificial narrow intelligence,” a learner engaging in professional development reviews online learning materials to explore the topic and how to implement weak AI in their workflows.

What Is Artificial Narrow Intelligence?

What is artificial narrow intelligence (ANI)? Discover its scope, capabilities, impact on daily life, and how to start a career in this emerging field.

January 31, 2025

Article

[Featured Image] After learning how to make a decision tree, a businessperson creates a decision tree on their computer and uses it for risk analysis.

How to Make a Decision Tree?

Uncover the steps to creating a decision tree, a powerful decision-making and data analysis tool. Learn about its significance and applications.

January 31, 2025

Article

[Featured Image] A physician standing next to a child who is lying on a hospital bed at the entrance to an MRI machine examines medical imaging on a screen aided by image classification.

What Is Image Classification?

Imagine classification is a cornerstone of computer vision where algorithms identify and categorize elements within images. Discover how this technology powers applications from photo tagging on social media to advanced medical diagnostics.

January 30, 2025

Article

[Feature Image] A big data analyst discusses the details of a report for an impending presentation to company stakeholders with two colleagues.

Big Data Analyst: Duties, Salary, and How to Become One

Big data plays a crucial role in shaping a business’s decision-making strategy. Discover the role of big data analysts, explore the various types of data analyst jobs available, and gain insights into the average salary in this dynamic field.

January 30, 2025

Article

[Featured Image] An office worker is using OCR to scan a document on their phone.

What Is Optical Character Recognition?

Optical character recognition is a technology from the 1970s that is making advancements with machine learning, deep learning, and neural networks. Read on to learn more.

January 30, 2025

Article

[Featured Image] A businessman sits in his office and reads about reinforcement learning from human feedback (RHF) and its role in various AI programs.

RLHF: Understanding Reinforcement Learning from Human Feedback

Learn more about how RLHF is a machine learning technique that makes decisions based on human input, creating a more reliable, accurate, and efficient partnership between generative AI systems and humans.

January 30, 2025

Article

[Featured Image] A group of three machine learning engineers look at a computer screen on which they use an SVM to analyze data.

What Are Support Vector Machine (SVM) Algorithms?

Learn about support vector machine algorithms (SVM), including what they accomplish, how machine learning engineers and data scientists use them, and how you can begin a career in the field.

January 30, 2025

Article

[Featured Image] A professional is showing business stakeholders a treemap on a screen.

What Is a Treemap?

Explore treemaps, how you use them, what you use them for, and the advantages and disadvantages of applying this powerful visualization tool.

February 3, 2025

Article

[Featured Image] A man in an office with large windows speaks into a smartphone, which uses syntax analysis to convert speech to text.

What Is Syntax Analysis?

Syntax analysis is a technique that works with other forms of analysis to facilitate communication between humans and computers. Explore syntax analysis, why it’s important to natural language processing (NLP), and careers using this process.

February 3, 2025

Article

[Video thumbnail] Create AI As An AI ARCHITECT!

AI Architect: Design the Future of AI (VIDEO)

These tech visionaries are in HIGH DEMAND, leading the charge in AI adoption across industries.

February 3, 2025

Article

[Feature Image] After wondering, “What is artificial narrow intelligence,” a learner engaging in professional development reviews online learning materials to explore the topic and how to implement weak AI in their workflows.

What Is Artificial Narrow Intelligence?

What is artificial narrow intelligence (ANI)? Discover its scope, capabilities, impact on daily life, and how to start a career in this emerging field.

January 31, 2025

Article

[Featured Image] After learning how to make a decision tree, a businessperson creates a decision tree on their computer and uses it for risk analysis.

How to Make a Decision Tree?

Uncover the steps to creating a decision tree, a powerful decision-making and data analysis tool. Learn about its significance and applications.

January 31, 2025

Article

[Featured Image] A physician standing next to a child who is lying on a hospital bed at the entrance to an MRI machine examines medical imaging on a screen aided by image classification.

What Is Image Classification?

Imagine classification is a cornerstone of computer vision where algorithms identify and categorize elements within images. Discover how this technology powers applications from photo tagging on social media to advanced medical diagnostics.

January 30, 2025

Article

[Feature Image] A big data analyst discusses the details of a report for an impending presentation to company stakeholders with two colleagues.

Big Data Analyst: Duties, Salary, and How to Become One

Big data plays a crucial role in shaping a business’s decision-making strategy. Discover the role of big data analysts, explore the various types of data analyst jobs available, and gain insights into the average salary in this dynamic field.

January 30, 2025

Article

[Featured Image] An office worker is using OCR to scan a document on their phone.

What Is Optical Character Recognition?

Optical character recognition is a technology from the 1970s that is making advancements with machine learning, deep learning, and neural networks. Read on to learn more.

January 30, 2025

Article

[Featured Image] A businessman sits in his office and reads about reinforcement learning from human feedback (RHF) and its role in various AI programs.

RLHF: Understanding Reinforcement Learning from Human Feedback

Learn more about how RLHF is a machine learning technique that makes decisions based on human input, creating a more reliable, accurate, and efficient partnership between generative AI systems and humans.

January 30, 2025

Article

[Featured Image] A group of three machine learning engineers look at a computer screen on which they use an SVM to analyze data.

What Are Support Vector Machine (SVM) Algorithms?

Learn about support vector machine algorithms (SVM), including what they accomplish, how machine learning engineers and data scientists use them, and how you can begin a career in the field.

January 30, 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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