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AI and Machine Learning

Explore articles about AI, machine learning, and large language models. Learn about AI careers, generative AI, ChatGPT, and essential concepts to develop in-demand skills and apply AI with confidence.

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[Featured Image] A businessperson working in artificial intelligence uses a work computer to study the sigmoid activation function

Sigmoid Activation Function: Deep Learning Basics

Enter the exciting world of deep learning by learning about the sigmoid activation function, a common algorithm used in binary classification problems. Explore advantages, limitations, and how to decide if it is right for you.

February 11, 2025

Article

[Featured Image] A business intelligence analyst looks on as type is being added to a computer screen by an AI chatbot.

AI for Business: Transforming the Corporate Landscape

You can use AI for business in various ways that are relevant to companies in every industry. Explore how you can use AI in business, examples of real-world AI solutions, and tools that can help you begin.

February 11, 2025

Article

[Featured image] A smiling businesswoman in a white suit holds a laptop displaying a pie graph as she and her colleague stand in an office and discuss big data vs. small data.

Big Data vs. Small Data: What’s the Difference?

Explore the distinct worlds of big data versus small data, including what they are and why companies benefit from them. Discover how they contrast and complement each other in the digital age.

February 10, 2025

Article

[Featured Image] A businessperson working in artificial intelligence uses a work computer to study the sigmoid activation function

Sigmoid Activation Function: Deep Learning Basics

Enter the exciting world of deep learning by learning about the sigmoid activation function, a common algorithm used in binary classification problems. Explore advantages, limitations, and how to decide if it is right for you.

February 11, 2025

Article

[Featured Image] A business intelligence analyst looks on as type is being added to a computer screen by an AI chatbot.

AI for Business: Transforming the Corporate Landscape

You can use AI for business in various ways that are relevant to companies in every industry. Explore how you can use AI in business, examples of real-world AI solutions, and tools that can help you begin.

February 11, 2025

Article

AI and machine learning courses

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Risking, Model Training, Technology Roadmaps, AI Integrations, Google Sheets, Critical Thinking, Innovation

4.8
Rating, 4.8 out of 5 stars
25K reviews

Beginner · Specialization · 3 - 6 Months

Status: Free Trial

IBM

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, LLM Application, AI literacy, Model Evaluation, Image Quality

4.7
Rating, 4.7 out of 5 stars
8.1K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Data Visualization, Prompt Engineering Tools, Prompt Patterns, AI powered creativity, AI literacy, AI Personalization, Generative AI, Timelines, LLM Application, Agentic Workflows, Spreadsheet Software, Ideation, Artificial Intelligence, Business Correspondence, Complex Problem Solving, Report Writing, Solution Design, Document Management, Critical Thinking, Machine Learning

4.8
Rating, 4.8 out of 5 stars
7.9K reviews

Beginner · Specialization · 1 - 4 Weeks

[Featured Image] A doctor looks at a computer vision model on her monitor.

Unlocking the Potential of Computer Vision Models

Explore what computer vision models are, their strengths and limitations, and how you might use them in your professional field.

February 10, 2025

Article

[Featured Image] A woman is wearing a VR headset while discovering robotics as an artificial intelligence career path.

Navigating Your Artificial Intelligence Career Path

Discover ten roles to help you on your artificial intelligence career path and learn about the requirements, salary, and job outlook for each.

February 7, 2025

Article

[Featured image] A horticulturalist uses AI to detect crop disease as they stand in a greenhouse filled with plants and make notes on a tablet.

53 Artificial Intelligence Use Cases + How to Get Started

Explore a variety of AI use cases, from the more common to industry-specific and socially impactful, and discover practical steps to dive deeper into artificial intelligence.

February 6, 2025

Article

[Featured Image] Two businesswomen in a modern office discuss how to incorporate AI tools for work into their business processes.

24 AI Tools for Work to Increase Productivity

AI tools for work can help you with project management, scheduling, collaboration, and generating content like text and images. Explore 24 AI tools you can use at work to improve your productivity.

February 4, 2025

Article

[Featured Image] A businessman walks through an airport, talking to artificial intelligence on his phone while passing by self-service machines powered by AI.

16 Artificial Intelligence Skills for General Roles and AI Careers

If you choose to work in artificial intelligence, you need a certain skill set. Discover the essential artificial intelligence skills necessary to work in this industry, such as programming, data analysis, communication, and collaboration.

February 4, 2025

Article

[Featured Image] A computer programmer writes code to guide AI integration into existing systems.

What Is AI Integration?

Learn about AI integration’s applications, key considerations for success, and how to further enhance your understanding of AI integration.

February 4, 2025

Article

[Feature Image] A dark-haired learner attends an online class on natural language processing techniques while sitting at a light wood desk in their home office.

Exploring Natural Language Processing Techniques

Natural language processing techniques like tokenization, part-of-speech tagging, and syntax analysis make it possible for NLP applications to complete many helpful tasks. Explore NLP techniques and natural language processing applications capabilities.

February 3, 2025

Article

[Featured Image] A robotics student uses her knowledge of neural network models as she designs and trains a robot.

Unraveling Neural Network Models: A Comprehensive Guide

Neural network models are artificial intelligence (AI) programs inspired by the biology of the human brain that allow machines to make intelligent decisions. Learn about different types of neural network models and how they work—and can work for you.

February 3, 2025

Article

[Feature Image] A learner sits by the window in a white-walled coffee shop, studying part of speech tagging on their laptop and smiling as they complete the online class.

Unlocking Language: The Fundamentals of Part of Speech Tagging

Learn about part of speech tagging and how it begins the process of translating human language into a form that machines can understand.

February 3, 2025

Article

[Featured image] A smiling businesswoman in a white suit holds a laptop displaying a pie graph as she and her colleague stand in an office and discuss big data vs. small data.

Big Data vs. Small Data: What’s the Difference?

Explore the distinct worlds of big data versus small data, including what they are and why companies benefit from them. Discover how they contrast and complement each other in the digital age.

February 10, 2025

Article

[Featured Image] A doctor looks at a computer vision model on her monitor.

Unlocking the Potential of Computer Vision Models

Explore what computer vision models are, their strengths and limitations, and how you might use them in your professional field.

February 10, 2025

Article

[Featured Image] A woman is wearing a VR headset while discovering robotics as an artificial intelligence career path.

Navigating Your Artificial Intelligence Career Path

Discover ten roles to help you on your artificial intelligence career path and learn about the requirements, salary, and job outlook for each.

February 7, 2025

Article

[Featured image] A horticulturalist uses AI to detect crop disease as they stand in a greenhouse filled with plants and make notes on a tablet.

53 Artificial Intelligence Use Cases + How to Get Started

Explore a variety of AI use cases, from the more common to industry-specific and socially impactful, and discover practical steps to dive deeper into artificial intelligence.

February 6, 2025

Article

[Featured Image] Two businesswomen in a modern office discuss how to incorporate AI tools for work into their business processes.

24 AI Tools for Work to Increase Productivity

AI tools for work can help you with project management, scheduling, collaboration, and generating content like text and images. Explore 24 AI tools you can use at work to improve your productivity.

February 4, 2025

Article

[Featured Image] A businessman walks through an airport, talking to artificial intelligence on his phone while passing by self-service machines powered by AI.

16 Artificial Intelligence Skills for General Roles and AI Careers

If you choose to work in artificial intelligence, you need a certain skill set. Discover the essential artificial intelligence skills necessary to work in this industry, such as programming, data analysis, communication, and collaboration.

February 4, 2025

Article

[Featured Image] A computer programmer writes code to guide AI integration into existing systems.

What Is AI Integration?

Learn about AI integration’s applications, key considerations for success, and how to further enhance your understanding of AI integration.

February 4, 2025

Article

[Feature Image] A dark-haired learner attends an online class on natural language processing techniques while sitting at a light wood desk in their home office.

Exploring Natural Language Processing Techniques

Natural language processing techniques like tokenization, part-of-speech tagging, and syntax analysis make it possible for NLP applications to complete many helpful tasks. Explore NLP techniques and natural language processing applications capabilities.

February 3, 2025

Article

[Featured Image] A robotics student uses her knowledge of neural network models as she designs and trains a robot.

Unraveling Neural Network Models: A Comprehensive Guide

Neural network models are artificial intelligence (AI) programs inspired by the biology of the human brain that allow machines to make intelligent decisions. Learn about different types of neural network models and how they work—and can work for you.

February 3, 2025

Article

[Feature Image] A learner sits by the window in a white-walled coffee shop, studying part of speech tagging on their laptop and smiling as they complete the online class.

Unlocking Language: The Fundamentals of Part of Speech Tagging

Learn about part of speech tagging and how it begins the process of translating human language into a form that machines can understand.

February 3, 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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