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] Three data scientists sit in an office and discuss whether they will use Keras for various AI tasks.

What Is Keras? Your 2025 Guide

Keras simplifies deep learning and makes it more accessible with user-friendly features and powerful performance. Explore what it’s used for and learn about some of its alternatives, like PyTorch and TensorFlow, in this 2025 guide.

March 19, 2024

Article

[Featured Image] Two SEO specialists sit at a table in a conference room and discuss the importance of stop words.

What Are Stop Words?

Natural language processing (NLP) and text queries can run more effectively when you identify stop words. But what are they, and what can you do about them? Learn more about stop words and why it’s useful to avoid them.

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] Three data scientists sit in an office and discuss whether they will use Keras for various AI tasks.

What Is Keras? Your 2025 Guide

Keras simplifies deep learning and makes it more accessible with user-friendly features and powerful performance. Explore what it’s used for and learn about some of its alternatives, like PyTorch and TensorFlow, in this 2025 guide.

March 19, 2024

Article

[Featured Image] Two SEO specialists sit at a table in a conference room and discuss the importance of stop words.

What Are Stop Words?

Natural language processing (NLP) and text queries can run more effectively when you identify stop words. But what are they, and what can you do about them? Learn more about stop words and why it’s useful to avoid them.

March 19, 2024

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Product Strategy, Large Language Modeling, LLM Application, Computer Security Awareness Training, Productivity Software, Workforce Development, Operational Efficiency, Innovation, Business Process Automation, Organizational Strategy, Human Machine Interfaces, Data Security, Sociology, Critical Thinking, Analysis

4.8
Rating, 4.8 out of 5 stars
14K reviews

Beginner · Specialization · 1 - 3 Months

Status: Free Trial

IBM

Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
21K reviews

Beginner · Course · 1 - 4 Weeks

Status: Preview

DeepLearning.AI

Skills you'll gain: AI Product Strategy, Responsible AI, Data Ethics, Artificial Intelligence, Machine Learning, Strategic Thinking, Data Science, Deep Learning, Artificial Neural Networks

4.8
Rating, 4.8 out of 5 stars
50K reviews

Beginner · Course · 1 - 4 Weeks

[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 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 their laptop in their 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 business professional performs a semantic search on their laptop in their 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 business professional removes their glasses to examine 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 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 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 their laptop in their 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 business professional performs a semantic search on their laptop in their 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 business professional removes their glasses to examine 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

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.

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