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 NLP researchers seated behind a computer, using latent space while developing a model.

What Is Latent Space?

Latent space is an abstract representation of complex data that is simpler, more compact, and more easily interpretable by computers. Explore how professionals use this concept to enhance machine learning models.

May 6, 2025

Article

[Featured Image] A computer programmer is hyperparameter tuning on a learning machine at work.

What Is Hyperparameter Tuning?

Learn what hyperparameter tuning is and how you can use different techniques to balance the performance, computational cost, and efficiency of your machine learning model.

May 6, 2025

Article

[Featured Image] A prompt engineer is at their computer practicing essential prompt engineering skills, including learning C++, a new computer language.

Essential Prompt Engineering Skills

Prompt engineering involves a human user guiding a generative artificial intelligence tool to provide a relevant and helpful output in response to a prompt. Discover the field of prompt engineering, the skills involved, and how to acquire them.

May 6, 2025

Article

[Featured image]: Two NLP researchers seated behind a computer, using latent space while developing a model.

What Is Latent Space?

Latent space is an abstract representation of complex data that is simpler, more compact, and more easily interpretable by computers. Explore how professionals use this concept to enhance machine learning models.

May 6, 2025

Article

[Featured Image] A computer programmer is hyperparameter tuning on a learning machine at work.

What Is Hyperparameter Tuning?

Learn what hyperparameter tuning is and how you can use different techniques to balance the performance, computational cost, and efficiency of your machine learning model.

May 6, 2025

Article

AI and machine learning courses

Status: Free Trial

IBM

Skills you'll gain: Large Language Modeling, Artificial Intelligence, Generative AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Deep Learning, Machine Learning, Artificial Neural Networks, Prompt Engineering, Governance, Automation, Business Transformation, Applied Machine Learning, Computer Vision, Ethical Standards And Conduct, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
19K reviews

Beginner · Course · 1 - 4 Weeks

DeepLearning.AI

Skills you'll gain: Data Ethics, Market Opportunities, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Team Building, Machine Learning, Strategic Thinking, Data Science, Needs Assessment, Deep Learning, Business Ethics, Artificial Neural Networks, Engineering Management

4.8
Rating, 4.8 out of 5 stars
48K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computer Science, Computer Programming

4.6
Rating, 4.6 out of 5 stars
21 reviews

Intermediate · Course · 1 - 4 Weeks

[Featured Image] NLP professionals collaborating on code, with one software engineer pointing at the screen while discussing the natural language processing algorithms with their colleague in a tech workspace.

Natural Language Processing Job Description

Natural language processing job descriptions cover a variety of professionals working with language technologies. Some work primarily with data or machine learning programming; others develop applications people use daily. Learn more on Coursera.

May 6, 2025

Article

[Featured Image] A programmer analyzing code on a desktop PC in a work environment, focused on enhancing natural language processing skills.

Essential Natural Language Processing Skills

Natural language processing is an exciting subfield of artificial intelligence that involves training computers to learn human language in a human-like way. Discover several essential natural language processing skills and ways to build them.

May 6, 2025

Article

[Featured image: Three engineers on an NLP career path work together in a computer lab setting.]

4 Natural Language Processing Career Paths

Learn more about four distinct natural language processing (NLP) career paths, including NLP engineering, NLP research science, computational linguistics, and AI product management. Explore details about each of these potential NLP career paths.

May 6, 2025

Article

[Featured Image] A professional works on a laptop and talks on the phone, utilizing Microsoft Copilot to aid productivity.

What Is a Microsoft Copilot Certification?

Discover your options for earning Microsoft Copilot certifications and explore how they can boost your knowledge of Copilot and help make your resume stand out.

May 6, 2025

Article

[Video thumbnail] Why Web Develoeprs Need to Understand AI

Why Web Developers Need to Understand AI [VIDEO]

The future of web development is here, and it's powered by AI. Learn more with this video!

May 2, 2025

Article

[Video thumbnail] Quick Tip Organize Your Daily Schedule

AI Quick Tip: Organize Your Daily Schedule [VIDEO]

What if you could transform your chaos into a perfectly optimized schedule with AI as your personal assistant?

May 1, 2025

Article

[Video Thumbnail] 3 AI Skills Anyone Can Start Learning Today

3 AI Skills Anyone Can Start Learning Today [VIDEO]

Want to leverage the power of AI for better career opportunities? You don't need to be a tech whiz! This video reveals 3 game-changing AI skills anyone can start learning today.

April 29, 2025

Article

[Featured Image] Software developers smiling and taking notes about Hugging Face, a key player in AI and machine learning, in a professional workspace.

What Is Hugging Face?

Discover more about Hugging Face’s uses with natural language processing and machine learning applications. Learn about its pre-trained models, ecosystem, and use cases in chatbots, sentiment analysis, and data science.

April 25, 2025

Article

[Featured Image] A learner asks, “What is an attention mechanism?” and gets details from their mentor as they discuss data analysis in a workplace environment with a computer displaying data.

What Is Attention Mechanism?

Explore what an attention mechanism is and the positive implications attention mechanisms offer in various use cases.

April 25, 2025

Article

[Featured Image] A prompt engineer is at their computer practicing essential prompt engineering skills, including learning C++, a new computer language.

Essential Prompt Engineering Skills

Prompt engineering involves a human user guiding a generative artificial intelligence tool to provide a relevant and helpful output in response to a prompt. Discover the field of prompt engineering, the skills involved, and how to acquire them.

May 6, 2025

Article

[Featured Image] NLP professionals collaborating on code, with one software engineer pointing at the screen while discussing the natural language processing algorithms with their colleague in a tech workspace.

Natural Language Processing Job Description

Natural language processing job descriptions cover a variety of professionals working with language technologies. Some work primarily with data or machine learning programming; others develop applications people use daily. Learn more on Coursera.

May 6, 2025

Article

[Featured Image] A programmer analyzing code on a desktop PC in a work environment, focused on enhancing natural language processing skills.

Essential Natural Language Processing Skills

Natural language processing is an exciting subfield of artificial intelligence that involves training computers to learn human language in a human-like way. Discover several essential natural language processing skills and ways to build them.

May 6, 2025

Article

[Featured image: Three engineers on an NLP career path work together in a computer lab setting.]

4 Natural Language Processing Career Paths

Learn more about four distinct natural language processing (NLP) career paths, including NLP engineering, NLP research science, computational linguistics, and AI product management. Explore details about each of these potential NLP career paths.

May 6, 2025

Article

[Featured Image] A professional works on a laptop and talks on the phone, utilizing Microsoft Copilot to aid productivity.

What Is a Microsoft Copilot Certification?

Discover your options for earning Microsoft Copilot certifications and explore how they can boost your knowledge of Copilot and help make your resume stand out.

May 6, 2025

Article

[Video thumbnail] Why Web Develoeprs Need to Understand AI

Why Web Developers Need to Understand AI [VIDEO]

The future of web development is here, and it's powered by AI. Learn more with this video!

May 2, 2025

Article

[Video thumbnail] Quick Tip Organize Your Daily Schedule

AI Quick Tip: Organize Your Daily Schedule [VIDEO]

What if you could transform your chaos into a perfectly optimized schedule with AI as your personal assistant?

May 1, 2025

Article

[Video Thumbnail] 3 AI Skills Anyone Can Start Learning Today

3 AI Skills Anyone Can Start Learning Today [VIDEO]

Want to leverage the power of AI for better career opportunities? You don't need to be a tech whiz! This video reveals 3 game-changing AI skills anyone can start learning today.

April 29, 2025

Article

[Featured Image] Software developers smiling and taking notes about Hugging Face, a key player in AI and machine learning, in a professional workspace.

What Is Hugging Face?

Discover more about Hugging Face’s uses with natural language processing and machine learning applications. Learn about its pre-trained models, ecosystem, and use cases in chatbots, sentiment analysis, and data science.

April 25, 2025

Article

[Featured Image] A learner asks, “What is an attention mechanism?” and gets details from their mentor as they discuss data analysis in a workplace environment with a computer displaying data.

What Is Attention Mechanism?

Explore what an attention mechanism is and the positive implications attention mechanisms offer in various use cases.

April 25, 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)