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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 data scientists look at a computer screen in their office and discuss Spark versus MapReduce.

Spark vs. MapReduce: What鈥檚 the Difference?

Learn about two Apache Software Foundation big data architectures, Spark and MapReduce, by exploring how they differ, their use cases, and when you need one or both for your data processing needs.

March 18, 2025

Article

[Feature Image] An aspiring computer vision professional researches semantic segmentation versus instance segmentation on a laptop to learn more about the two algorithms鈥� uses.

Semantic Segmentation vs. Instance Segmentation: What鈥檚 the Difference?

Explore two fundamental computer vision algorithms: semantic segmentation and instance segmentation. Learn how each operates and how to pick the proper option for your task.

March 18, 2025

Article

[Featured Image] Three machine learning professionals look at a computer screen in an office setting and discuss scaling laws for neural language models.

Understanding Scaling Laws for Neural Language Models

Scaling laws for neural language models explain how performance improves with increased model size, data, and computational resources. Explore neural language scaling laws, their users, and their importance when developing and deploying AI technology.

March 18, 2025

Article

[Featured Image] Two data scientists look at a computer screen in their office and discuss Spark versus MapReduce.

Spark vs. MapReduce: What鈥檚 the Difference?

Learn about two Apache Software Foundation big data architectures, Spark and MapReduce, by exploring how they differ, their use cases, and when you need one or both for your data processing needs.

March 18, 2025

Article

[Feature Image] An aspiring computer vision professional researches semantic segmentation versus instance segmentation on a laptop to learn more about the two algorithms鈥� uses.

Semantic Segmentation vs. Instance Segmentation: What鈥檚 the Difference?

Explore two fundamental computer vision algorithms: semantic segmentation and instance segmentation. Learn how each operates and how to pick the proper option for your task.

March 18, 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 路 Course 路 1 - 4 Weeks

IBM

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

4.7
Rating, 4.7 out of 5 stars
18K reviews

Beginner 路 Course 路 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Productivity Software, Artificial Intelligence, Data Ethics, Innovation, Automation, Workflow Management, Information Privacy, Machine Learning, Human Computer Interaction, Content Creation, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
11K reviews

Beginner 路 Course 路 1 - 3 Months

[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鈥檚 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 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鈥檚 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 18, 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 18, 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 18, 2025

Article

[Featured Image] Three machine learning professionals look at a computer screen in an office setting and discuss scaling laws for neural language models.

Understanding Scaling Laws for Neural Language Models

Scaling laws for neural language models explain how performance improves with increased model size, data, and computational resources. Explore neural language scaling laws, their users, and their importance when developing and deploying AI technology.

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鈥檚 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 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鈥檚 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 18, 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 18, 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 18, 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)