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.

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

Essential Artificial Intelligence Skills

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 woman is wearing a VR headset while discovering robotics as an artificial intelligence career path.
Status: Featured

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 8, 2025

Article

[Featured Image] A programmer wearing glasses and an orange blouse studies machine learning concepts while sitting at her computer workstation in an office.
Status: Featured

What Are Machine Learning Concepts?

Machine learning is a type of technology that allows machines and computers to learn by observation. Dive into the fundamentals of machine learning concepts and discover why they are essential for understanding modern data-driven technologies.

February 19, 2025

Article

Article Image

30 Days of GenAI: A Beginner's Guide to Generative AI Tools (Free Video Series)

Learn generative AI in just 5 minutes a day with this free 30-day video series. Learn ChatGPT, Google Gemini, and DALL-E through simple, hands-on tutorials. No coding required.

June 10, 2025

Article

[Featured Image] Professionals collaborate on a project and discuss LangGraph with a laptop displaying an international sales graph.

Understanding LangGraph Data Visualization Software

Discover how LangGraph enhances NLP by transforming text into structured visual graphs. Learn its key features, real-world applications, and best practices to optimize AI workflows. Get started today with expert insights and practical resources.

June 6, 2025

Article

[Featured Image] AI practitioners in a workplace, interacting while AI-related code is displayed on the computer screen.

What Is an AI Practitioner?

Discover what an AI practitioner is and their role, as well as their common responsibilities, qualifications, and job outlook details to decide whether it’s the right career for you.

June 5, 2025

Article

Article Image

30 Days of GenAI: A Beginner's Guide to Generative AI Tools (Free Video Series)

Learn generative AI in just 5 minutes a day with this free 30-day video series. Learn ChatGPT, Google Gemini, and DALL-E through simple, hands-on tutorials. No coding required.

June 10, 2025

Article

[Featured Image] Professionals collaborate on a project and discuss LangGraph with a laptop displaying an international sales graph.

Understanding LangGraph Data Visualization Software

Discover how LangGraph enhances NLP by transforming text into structured visual graphs. Learn its key features, real-world applications, and best practices to optimize AI workflows. Get started today with expert insights and practical resources.

June 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

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

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Generative AI, Workflow Management, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, Process Optimization, ChatGPT, Productivity Software, Workforce Development, Strategic Thinking, Security Awareness, Diversity Awareness, Risk Management Framework, Digital Transformation, Innovation, Technical Writing, Emerging Technologies, Machine Learning Software

4.8
Rating, 4.8 out of 5 stars
570 reviews

Beginner · Specialization · 1 - 3 Months

[Featured Image] A data analyst giving a presentation in an office meeting room.

Will AI Replace Data Analysts?

The rise of AI in data analysis has been a cause for concern. While many believe that data analysts won’t see large-scale job replacement, it does seem that AI is capable of doing a good amount of what data analysts do. Learn more here.

June 5, 2025

Article

[Featured Image] AI professionals in a workplace discussing advanced AI detection tools, analyzing digital content for authenticity and transparency.

How Do AI Detectors Work?

Learn how AI detectors identify content generated by artificial intelligence. Explore AI detection techniques, applications, limitations, and future developments in professional and educational contexts, as well as how they help to uphold integrity.

June 5, 2025

Article

[Featured Image] Two people wearing VR headsets working in an AI lab after progressing from their entry-level AI jobs.

Entry-Level AI Jobs: Launching Your Career in Artificial Intelligence

Many businesses use AI, opening up opportunities for various options to get an entry-level job in this exciting field. Learn more below.

June 5, 2025

Article

[Featured image] An MLOps engineer works to develop a machine learning model.

MLOps Engineer: Roles, Skills, and Career Path

Explore the role of an MLOps engineer, including responsibilities and necessary skills, and discover how to start on this new and exciting career path.

May 24, 2025

Article

[Feature Image] An aspiring LLM engineer studies LLMOps as part of their education, preparing for their future work.

Large Language Model Operations: Understanding LLMOps

Explore how you can use LLMOps at every stage of the LLM development life cycle.

May 24, 2025

Article

[Featured Image] An artificial intelligence engineer explains the different capabilities of generative AI versus large language models (LLMs).

Large Language Models (LLMs) vs. Generative AI: What’s the Difference?

Expand your understanding of large language models (LLMs) and generative AI and discover their applications in various industries.

May 24, 2025

Article

[Featured Image] Programmers in a tech-driven environment discussing LLM parameters.

LLM Parameters: Understanding the Building Blocks of Large Language Models

Explore the building blocks of LLM parameters and how they impact predictions and enhance model efficiency to optimize artificial intelligence (AI) performance.

May 24, 2025

Article

[Feature Image] A deep learning professional wearing dark-rimmed glasses considers whether TensorFlor or PyTorch would be more suitable for their project.

TensorFlow or PyTorch: What’s the Difference?

Discover whether TensorFlow or PyTorch is best for your machine learning application and explore some of the similarities and differences between these frameworks.

May 23, 2025

Article

[Featured Image] Two business people presenting a predictive analysis as a graph.

Essential Predictive Analytics Skills

As the market for professionals with predictive analytics skills increases, you may want to develop your skill set in this field. Discover the predictive analytics skills and other abilities you’ll need to be successful.

May 23, 2025

Article

[Featured Image] AI practitioners in a workplace, interacting while AI-related code is displayed on the computer screen.

What Is an AI Practitioner?

Discover what an AI practitioner is and their role, as well as their common responsibilities, qualifications, and job outlook details to decide whether it’s the right career for you.

June 5, 2025

Article

[Featured Image] A data analyst giving a presentation in an office meeting room.

Will AI Replace Data Analysts?

The rise of AI in data analysis has been a cause for concern. While many believe that data analysts won’t see large-scale job replacement, it does seem that AI is capable of doing a good amount of what data analysts do. Learn more here.

June 5, 2025

Article

[Featured Image] AI professionals in a workplace discussing advanced AI detection tools, analyzing digital content for authenticity and transparency.

How Do AI Detectors Work?

Learn how AI detectors identify content generated by artificial intelligence. Explore AI detection techniques, applications, limitations, and future developments in professional and educational contexts, as well as how they help to uphold integrity.

June 5, 2025

Article

[Featured Image] Two people wearing VR headsets working in an AI lab after progressing from their entry-level AI jobs.

Entry-Level AI Jobs: Launching Your Career in Artificial Intelligence

Many businesses use AI, opening up opportunities for various options to get an entry-level job in this exciting field. Learn more below.

June 5, 2025

Article

[Featured image] An MLOps engineer works to develop a machine learning model.

MLOps Engineer: Roles, Skills, and Career Path

Explore the role of an MLOps engineer, including responsibilities and necessary skills, and discover how to start on this new and exciting career path.

May 24, 2025

Article

[Feature Image] An aspiring LLM engineer studies LLMOps as part of their education, preparing for their future work.

Large Language Model Operations: Understanding LLMOps

Explore how you can use LLMOps at every stage of the LLM development life cycle.

May 24, 2025

Article

[Featured Image] An artificial intelligence engineer explains the different capabilities of generative AI versus large language models (LLMs).

Large Language Models (LLMs) vs. Generative AI: What’s the Difference?

Expand your understanding of large language models (LLMs) and generative AI and discover their applications in various industries.

May 24, 2025

Article

[Featured Image] Programmers in a tech-driven environment discussing LLM parameters.

LLM Parameters: Understanding the Building Blocks of Large Language Models

Explore the building blocks of LLM parameters and how they impact predictions and enhance model efficiency to optimize artificial intelligence (AI) performance.

May 24, 2025

Article

[Feature Image] A deep learning professional wearing dark-rimmed glasses considers whether TensorFlor or PyTorch would be more suitable for their project.

TensorFlow or PyTorch: What’s the Difference?

Discover whether TensorFlow or PyTorch is best for your machine learning application and explore some of the similarities and differences between these frameworks.

May 23, 2025

Article

[Featured Image] Two business people presenting a predictive analysis as a graph.

Essential Predictive Analytics Skills

As the market for professionals with predictive analytics skills increases, you may want to develop your skill set in this field. Discover the predictive analytics skills and other abilities you’ll need to be successful.

May 23, 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)