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] NLP developers collaborating on a new project, reviewing code on a laptop while sharing a light moment in a tech workspace.

The Role of an NLP Developer

From finance to government and beyond, NLP developers continue to create and refine the most advanced language technology out there. Discover how the role of NLP developer is growing in a variety of industries and sectors.

March 19, 2025

Article

[Feature Image] Two learners discuss the typical NLP career path and the direction they each want to take.

NLP Career Path: Jobs in Natural Language Processing

Natural language processing is a growing field working with artificial intelligence models. Explore what your NLP career path might look like, starting with entry-level jobs like junior NLP engineers all the way to leadership roles.

March 19, 2025

Article

[Featured Image] Programmers discuss coding of neural network parameters and hyperparameters.

What Are Neural Network Parameters?

Machine learning models adjust neural network parameters during the learning process, while hyperparameters are the variables you set when creating a neural network. Explore examples of parameters and hyperparameters in neural networks.

March 19, 2025

Article

[Featured Image] NLP developers collaborating on a new project, reviewing code on a laptop while sharing a light moment in a tech workspace.

The Role of an NLP Developer

From finance to government and beyond, NLP developers continue to create and refine the most advanced language technology out there. Discover how the role of NLP developer is growing in a variety of industries and sectors.

March 19, 2025

Article

[Feature Image] Two learners discuss the typical NLP career path and the direction they each want to take.

NLP Career Path: Jobs in Natural Language Processing

Natural language processing is a growing field working with artificial intelligence models. Explore what your NLP career path might look like, starting with entry-level jobs like junior NLP engineers all the way to leadership roles.

March 19, 2025

Article

AI and machine learning courses

University of Pennsylvania

Skills you'll gain: Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computational Thinking, Programming Principles, Computer Science

4.6
Rating, 4.6 out of 5 stars
15 reviews

Intermediate · Course · 1 - 4 Weeks

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Governance, Machine Learning, Business Transformation, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
18K reviews

Beginner · Course · 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving

4.7
Rating, 4.7 out of 5 stars
11K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A successful neural network interview concludes with a handshake between two professionals in a workplace setting.

9 Common Neural Network Interview Questions and How to Prepare

Discover some of the neural network interview questions you may encounter during your next interview and learn how to answer them, ensuring you’re prepared.

March 19, 2025

Article

[Featured Image] A neural network engineer analyzing data on a computer screen in a brightly lit office settting.

The Role of a Neural Network Engineer

Neural network engineers design, train, and create neural network models to power real-world solutions using AI and deep learning. Explore typical job responsibilities and learn the average salary and job outlook for this role.

March 19, 2025

Article

[Featured Image] Two natural language processing professionals sit together and examine code on a laptop.

Natural Language Processing Job Description

Natural language processing is the cornerstone of many modern artificial intelligence capabilities. Learn how natural language processing professionals work in a variety of industries and sectors, helping streamline workflows and increase productivity.

March 19, 2025

Article

[Featured Image] A person in a green shirt uses a mobile phone and a computer, interacting with two different AI technologies to learn about Microsoft Copilot vs. ChatGPT.

Microsoft Copilot vs. ChatGPT: What’s the Difference?

Explore Microsoft Copilot and ChatGPT, including their advantages and differences. Learn about their use cases and how to boost your AI skills, and discover which of these tools suits your needs best.

March 19, 2025

Article

[Featured Image] A smiling business leader working at her computer.

Understanding Microsoft Copilot

Learn the basics of Microsoft Copilot, an AI assistant boosting productivity for Microsoft 365 users. Understand its features, benefits, drawbacks, use cases, and integration with Microsoft 365, plus get a peek at its future developments.

March 19, 2025

Article

[Feature Image] Before experimenting with it, a prospective user researches, “Is ChatGPT generative AI” to understand the technology better.

Is ChatGPT Generative AI: Understanding Its Functioning, Capabilities, and Limitations

As generative AI reshapes industries, ChatGPT has the potential to lead by offering multiturn conversations and streamlining workflows across diverse applications. Discover how ChatGPT works and its uses, advanced features, and ethical limitations.

March 19, 2025

Article

[Feature Image] Two friends standing in a brightly lit room discuss how to use Google Gemini.

How to Use Google Gemini

Google Gemini is a large language model that can help you generate text, images, videos, audio, and code. Learn how to use Google Gemini in fields such as marketing, sales, software development, education, and customer service.

March 19, 2025

Article

[Feature Image] A person performs their duties while working in a generative AI role for a company.

7 Generative AI Roles and How to Get Started

Discover the most sought-after roles in generative AI and learn what it takes to start a career in this field.

March 19, 2025

Article

[Featured Image] A computer vision engineer working in a professional environment, using a specialized platform to develop AI-driven image recognition solutions.

Computer Vision Engineer Salary: Your 2025 Guide

Learn how factors such as education, industry, location, and more impact your yearly earnings as a computer vision engineer.

March 19, 2025

Article

[Featured Image] Programmers discuss coding of neural network parameters and hyperparameters.

What Are Neural Network Parameters?

Machine learning models adjust neural network parameters during the learning process, while hyperparameters are the variables you set when creating a neural network. Explore examples of parameters and hyperparameters in neural networks.

March 19, 2025

Article

[Featured Image] A successful neural network interview concludes with a handshake between two professionals in a workplace setting.

9 Common Neural Network Interview Questions and How to Prepare

Discover some of the neural network interview questions you may encounter during your next interview and learn how to answer them, ensuring you’re prepared.

March 19, 2025

Article

[Featured Image] A neural network engineer analyzing data on a computer screen in a brightly lit office settting.

The Role of a Neural Network Engineer

Neural network engineers design, train, and create neural network models to power real-world solutions using AI and deep learning. Explore typical job responsibilities and learn the average salary and job outlook for this role.

March 19, 2025

Article

[Featured Image] Two natural language processing professionals sit together and examine code on a laptop.

Natural Language Processing Job Description

Natural language processing is the cornerstone of many modern artificial intelligence capabilities. Learn how natural language processing professionals work in a variety of industries and sectors, helping streamline workflows and increase productivity.

March 19, 2025

Article

[Featured Image] A person in a green shirt uses a mobile phone and a computer, interacting with two different AI technologies to learn about Microsoft Copilot vs. ChatGPT.

Microsoft Copilot vs. ChatGPT: What’s the Difference?

Explore Microsoft Copilot and ChatGPT, including their advantages and differences. Learn about their use cases and how to boost your AI skills, and discover which of these tools suits your needs best.

March 19, 2025

Article

[Featured Image] A smiling business leader working at her computer.

Understanding Microsoft Copilot

Learn the basics of Microsoft Copilot, an AI assistant boosting productivity for Microsoft 365 users. Understand its features, benefits, drawbacks, use cases, and integration with Microsoft 365, plus get a peek at its future developments.

March 19, 2025

Article

[Feature Image] Before experimenting with it, a prospective user researches, “Is ChatGPT generative AI” to understand the technology better.

Is ChatGPT Generative AI: Understanding Its Functioning, Capabilities, and Limitations

As generative AI reshapes industries, ChatGPT has the potential to lead by offering multiturn conversations and streamlining workflows across diverse applications. Discover how ChatGPT works and its uses, advanced features, and ethical limitations.

March 19, 2025

Article

[Feature Image] Two friends standing in a brightly lit room discuss how to use Google Gemini.

How to Use Google Gemini

Google Gemini is a large language model that can help you generate text, images, videos, audio, and code. Learn how to use Google Gemini in fields such as marketing, sales, software development, education, and customer service.

March 19, 2025

Article

[Feature Image] A person performs their duties while working in a generative AI role for a company.

7 Generative AI Roles and How to Get Started

Discover the most sought-after roles in generative AI and learn what it takes to start a career in this field.

March 19, 2025

Article

[Featured Image] A computer vision engineer working in a professional environment, using a specialized platform to develop AI-driven image recognition solutions.

Computer Vision Engineer Salary: Your 2025 Guide

Learn how factors such as education, industry, location, and more impact your yearly earnings as a computer vision engineer.

March 19, 2025

Article

AI and machine learning are changing the way we work, creating new roles and shifting the way businesses innovate. If you're interested in learning about AI and machine learning, we've gathered free articles and resources on those and other data-centric topics, including:

  • Data analytics

  • Data basics

  • Data science

  • Generative AI and ChatGPT

Frequently asked questions (FAQ)