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 machine learning engineer uses quantization to increase efficiency in their models.

What Is Quantization? Optimizing Data Compression

Explore quantization and why it’s used to optimize large machine learning models. Learn about how this technique might affect the speed, efficiency, accuracy, and resource requirements of your model.

March 18, 2025

Article

[Featured Image]: A person uses tools from a Python NLP library as they work on a language processing project.

Navigating a Python NLP Library: What You Need to Know

Explore the benefits of a Python NLP library and learn how to leverage these tools for your language processing projects.

March 18, 2025

Article

[Featured Image] A diverse group of professionals collaborating in a modern workspace, discussing reinforcement learning algorithms while engaging with a computer.

Reinforcement Learning Algorithms and Use Cases

Reinforcement learning algorithms allow artificial intelligence agents to learn the optimal way to perform a task through trial and error without human intervention. Explore reinforcement learning algorithms such as Q-learning and actor-critic.

March 18, 2025

Article

[Featured Image] A machine learning engineer uses quantization to increase efficiency in their models.

What Is Quantization? Optimizing Data Compression

Explore quantization and why it’s used to optimize large machine learning models. Learn about how this technique might affect the speed, efficiency, accuracy, and resource requirements of your model.

March 18, 2025

Article

[Featured Image]: A person uses tools from a Python NLP library as they work on a language processing project.

Navigating a Python NLP Library: What You Need to Know

Explore the benefits of a Python NLP library and learn how to leverage these tools for your language processing projects.

March 18, 2025

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Enablement, AI Security, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Evaluation, Personally Identifiable Information, Process Optimization, Operational Efficiency, Emerging Technologies, Data Security, Critical Thinking, Analysis, Natural Language Processing, Innovation, Data-Driven Decision-Making

4.8
Rating, 4.8 out of 5 stars
18K reviews

Beginner · Specialization · 1 - 3 Months

Status: Free Trial

IBM

Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Robotics, Business Logic, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

Advancing Women in Tech

Skills you'll gain: Prompt Patterns, AI Enablement

Beginner · Course · 1 - 4 Weeks

[Featured Image] A person sits in a computer lab and learns how to make an AI chatbot.

How to Make an AI Chatbot

Explore how to make an AI chatbot for your company or organization, including building an artificial intelligence chatbot from scratch or using a white-label chatbot solution.

March 18, 2025

Article

[Featured Image] A woman drinks tea and works on a laptop, learning how to use ChatGPT.

How to Learn ChatGPT: A Guide to Getting Started

Discover how to effectively learn and use ChatGPT. From understanding the basics to mastering advanced techniques, unlock the full potential of this powerful AI tool. Start your ChatGPT journey today.

March 18, 2025

Article

[Featured Image] Two programmers working together in an office learning how to become an AI engineer.

How to Become an AI Engineer

For an exciting career that combines cutting-edge technology and engineering, find out how to become an AI engineer. Discover what the job entails, what steps you need to take to get it, and how and where to start.

March 18, 2025

Article

[Featured image] Colleagues working together to decide whether precision vs recall machine learning is more appropriate to evaluate performance.

Precision vs. Recall in Machine Learning: What’s the Difference?

Learn about two important metrics, precision and recall, when it comes to evaluating a machine learning model beyond just accuracy and error percentage.

March 17, 2025

Article

[Featured Image] A person with long black hair works on their laptop in an office and navigates ChatGPT using OpenAI temperature.

What Is OpenAI Temperature?

OpenAI temperature is a crucial parameter in determining the type of output ChatGPT provides. Learn more about OpenAI temperature, how it works, and when and how to use it.

March 17, 2025

Article

[Feature Image] After preparing to answer OpenAI interview questions, applicants wait to meet with interviewers.

10 OpenAI Interview Questions

Prepare for your OpenAI interview with these essential questions and insights. Discover more about how to navigate the interview process effectively.

March 17, 2025

Article

[Featured image] Two machine learning colleagues working with NLP algorithms in an office.

Demystifying NLP Algorithms: A Comprehensive Guide

Natural Language Processing (NLP) algorithms teach computers to understand human language and respond to it in the most human-like way possible. Learn more about this exciting sub-field of artificial intelligence on Coursera.

March 17, 2025

Article

[Featured Image] A data scientist sits at a computer, using neural network visualization tools to simplify data.

Essential Tools for Neural Network Visualization

Explore the benefits of neural network visualization tools, such as optimizing model performance, aiding in debugging, and enhancing model transparency.

March 17, 2025

Article

[Featured image] A machine learning engineer using neural network regularization to correct overfitting using a touchpad.

Neural Network Regularization Techniques

Boost your neural network model performance and avoid the inconvenience of overfitting with these key regularization strategies. Understand how L1 and L2, dropout, batch normalization, and early stopping regularization can help.

March 17, 2025

Article

[Featured Image] A diverse group of professionals collaborating in a modern workspace, discussing reinforcement learning algorithms while engaging with a computer.

Reinforcement Learning Algorithms and Use Cases

Reinforcement learning algorithms allow artificial intelligence agents to learn the optimal way to perform a task through trial and error without human intervention. Explore reinforcement learning algorithms such as Q-learning and actor-critic.

March 18, 2025

Article

[Featured Image] A person sits in a computer lab and learns how to make an AI chatbot.

How to Make an AI Chatbot

Explore how to make an AI chatbot for your company or organization, including building an artificial intelligence chatbot from scratch or using a white-label chatbot solution.

March 18, 2025

Article

[Featured Image] A woman drinks tea and works on a laptop, learning how to use ChatGPT.

How to Learn ChatGPT: A Guide to Getting Started

Discover how to effectively learn and use ChatGPT. From understanding the basics to mastering advanced techniques, unlock the full potential of this powerful AI tool. Start your ChatGPT journey today.

March 18, 2025

Article

[Featured Image] Two programmers working together in an office learning how to become an AI engineer.

How to Become an AI Engineer

For an exciting career that combines cutting-edge technology and engineering, find out how to become an AI engineer. Discover what the job entails, what steps you need to take to get it, and how and where to start.

March 18, 2025

Article

[Featured image] Colleagues working together to decide whether precision vs recall machine learning is more appropriate to evaluate performance.

Precision vs. Recall in Machine Learning: What’s the Difference?

Learn about two important metrics, precision and recall, when it comes to evaluating a machine learning model beyond just accuracy and error percentage.

March 17, 2025

Article

[Featured Image] A person with long black hair works on their laptop in an office and navigates ChatGPT using OpenAI temperature.

What Is OpenAI Temperature?

OpenAI temperature is a crucial parameter in determining the type of output ChatGPT provides. Learn more about OpenAI temperature, how it works, and when and how to use it.

March 17, 2025

Article

[Feature Image] After preparing to answer OpenAI interview questions, applicants wait to meet with interviewers.

10 OpenAI Interview Questions

Prepare for your OpenAI interview with these essential questions and insights. Discover more about how to navigate the interview process effectively.

March 17, 2025

Article

[Featured image] Two machine learning colleagues working with NLP algorithms in an office.

Demystifying NLP Algorithms: A Comprehensive Guide

Natural Language Processing (NLP) algorithms teach computers to understand human language and respond to it in the most human-like way possible. Learn more about this exciting sub-field of artificial intelligence on Coursera.

March 17, 2025

Article

[Featured Image] A data scientist sits at a computer, using neural network visualization tools to simplify data.

Essential Tools for Neural Network Visualization

Explore the benefits of neural network visualization tools, such as optimizing model performance, aiding in debugging, and enhancing model transparency.

March 17, 2025

Article

[Featured image] A machine learning engineer using neural network regularization to correct overfitting using a touchpad.

Neural Network Regularization Techniques

Boost your neural network model performance and avoid the inconvenience of overfitting with these key regularization strategies. Understand how L1 and L2, dropout, batch normalization, and early stopping regularization can help.

March 17, 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.

Frequently asked questions (FAQ)