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] A big data engineer uses Hadoop to process data.

What Is Hadoop?

Apache Hadoop is an open-source platform that stores and processes large sets of data. Explore what Hadoop is and its role in big data processing, along with various use cases, the types of professionals who use it, and how you can begin learning Hadoop.

March 19, 2024

Article

[Featured Image] An employee sits at a computer and uses the activation function in a neural network to solve complex problems.

Understanding the Activation Function in Neural Networks

Learn about the role of activation functions in neural networks, including the different types of activation functions and how they work.

March 19, 2024

Article

[Featured image] An AR developer stands in front of a whiteboard and gives a speech on the benefits of augmented reality.

5 Benefits of Augmented Reality

Explore the benefits of augmented reality (AR) and its multiple applications in various sectors.

March 19, 2024

Article

[Featured Image] A big data engineer uses Hadoop to process data.

What Is Hadoop?

Apache Hadoop is an open-source platform that stores and processes large sets of data. Explore what Hadoop is and its role in big data processing, along with various use cases, the types of professionals who use it, and how you can begin learning Hadoop.

March 19, 2024

Article

[Featured Image] An employee sits at a computer and uses the activation function in a neural network to solve complex problems.

Understanding the Activation Function in Neural Networks

Learn about the role of activation functions in neural networks, including the different types of activation functions and how they work.

March 19, 2024

Article

AI and machine learning courses

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, Business Transformation, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
17K reviews

Beginner · Course · 1 - 4 Weeks

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

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
9.5K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A biochemist examines a ROC curve on a tablet in the lab.

What Is ROC Curve in Machine Learning?

Learn how the ROC curve helps you analyze classification algorithms in machine learning.

March 19, 2024

Article

[Featured Image] An extended reality professional sits in an office and uses a virtual reality (VR) headset.

What Is Extended Reality?

Understand the different types of extended reality that exist, their various uses, what types of jobs utilize them, their pros and cons, and how you can start working with extended reality today.

March 19, 2024

Article

[Featured Image] A reporting analyst sits at a table in a meeting room and explains data insights to their colleagues.

What Does a Reporting Analyst Do?

Learn about the role of a reporting analyst and how to get started in this career.

March 19, 2024

Article

[Featured Image] Two programmers sit at a laptop and discuss whether to use SAS or R for their next project.

SAS vs. R for Artificial Intelligence

Learn more about SAS, the statistical software system, as well as the programming language R for artificial intelligence.

March 19, 2024

Article

[Featured Image] A data scientist uses PyTorch on her laptop in her office.

What Is PyTorch?

Learn more about the Python framework PyTorch for deep learning, including how it works, who uses PyTorch, and how to install it.

March 19, 2024

Article

[Featured Image] A woman performs a semantic search on her laptop in her home office.

What Is Semantic Search and How Does It Benefit My Business?

Learn how semantic search improves search engine results. Get answers to many questions you might have and discover how semantic search might make your business better.

March 19, 2024

Article

[Featured Image] A businessman takes off his glasses and examines a bar chart on a laptop.

What Is a Bar Chart?

This vital data analysis tool has various use cases across multiple industries. Explore the different types of bar charts and their uses, the pros and cons of bar charts and graphs, and the steps you can take to learn more about working with them.

March 19, 2024

Article

[Featured Image] A machine learning engineer sits at a laptop in an office and uses PySpark.

What Is PySpark, and Why Should You Use It?

A quick search on LinkedIn in January 2024 revealed more than 2,400 jobs listing PySpark as a preferred or required skill. Explore this open-source framework in more detail to decide if it might be a valuable skill to learn.

March 19, 2024

Article

[Featured Image] Two data scientists use a tablet and discuss the deep learning models that they created.

What Are Deep Learning Models? Types, Uses, and More

Deep learning is the key to the advancement of artificial intelligence. In this article, you can learn about deep learning models, the different types of deep learning models, and careers in the field.

March 18, 2024

Article

[Featured image] An AR developer stands in front of a whiteboard and gives a speech on the benefits of augmented reality.

5 Benefits of Augmented Reality

Explore the benefits of augmented reality (AR) and its multiple applications in various sectors.

March 19, 2024

Article

[Featured Image] A biochemist examines a ROC curve on a tablet in the lab.

What Is ROC Curve in Machine Learning?

Learn how the ROC curve helps you analyze classification algorithms in machine learning.

March 19, 2024

Article

[Featured Image] An extended reality professional sits in an office and uses a virtual reality (VR) headset.

What Is Extended Reality?

Understand the different types of extended reality that exist, their various uses, what types of jobs utilize them, their pros and cons, and how you can start working with extended reality today.

March 19, 2024

Article

[Featured Image] A reporting analyst sits at a table in a meeting room and explains data insights to their colleagues.

What Does a Reporting Analyst Do?

Learn about the role of a reporting analyst and how to get started in this career.

March 19, 2024

Article

[Featured Image] Two programmers sit at a laptop and discuss whether to use SAS or R for their next project.

SAS vs. R for Artificial Intelligence

Learn more about SAS, the statistical software system, as well as the programming language R for artificial intelligence.

March 19, 2024

Article

[Featured Image] A data scientist uses PyTorch on her laptop in her office.

What Is PyTorch?

Learn more about the Python framework PyTorch for deep learning, including how it works, who uses PyTorch, and how to install it.

March 19, 2024

Article

[Featured Image] A woman performs a semantic search on her laptop in her home office.

What Is Semantic Search and How Does It Benefit My Business?

Learn how semantic search improves search engine results. Get answers to many questions you might have and discover how semantic search might make your business better.

March 19, 2024

Article

[Featured Image] A businessman takes off his glasses and examines a bar chart on a laptop.

What Is a Bar Chart?

This vital data analysis tool has various use cases across multiple industries. Explore the different types of bar charts and their uses, the pros and cons of bar charts and graphs, and the steps you can take to learn more about working with them.

March 19, 2024

Article

[Featured Image] A machine learning engineer sits at a laptop in an office and uses PySpark.

What Is PySpark, and Why Should You Use It?

A quick search on LinkedIn in January 2024 revealed more than 2,400 jobs listing PySpark as a preferred or required skill. Explore this open-source framework in more detail to decide if it might be a valuable skill to learn.

March 19, 2024

Article

[Featured Image] Two data scientists use a tablet and discuss the deep learning models that they created.

What Are Deep Learning Models? Types, Uses, and More

Deep learning is the key to the advancement of artificial intelligence. In this article, you can learn about deep learning models, the different types of deep learning models, and careers in the field.

March 18, 2024

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)

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