AI and Machine Learning

Explore articles about AI, machine learning, and large language models. Learn about AI careers, generative AI, ChatGPT, and essential concepts to develop in-demand skills and apply AI with confidence.

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[Featured Image] Three doctors analyzing high-dimensional images of MRI scans.

What Is a Variational Autoencoder?

Learn about variational autoencoders (VAEs), their role in machine learning, and their use in real-world applications like data generation and image processing. Become familiar with best practices in the use of VAEs as well as their future potential.

March 19, 2025

Article

[Feature Image] A learner sits on a sofa next to their dog while researching “What is a recurrent neural network" on their laptop.

What Is a Recurrent Neural Network?

A recurrent neural network is a deep learning algorithm that can analyze time series and sequential data. Explore how recurrent neural networks work and what you can use them for.

March 19, 2025

Article

[Featured image] A teacher in a classroom holds a computer tablet as she uses AI for course design ideas.

What Can You Do With AI for Course Design?

Find out what you can do with AI for course design. Discover the many ways AI can enhance the educational process in your classroom, engage your students, and make your curriculum more effective.

March 19, 2025

Article

[Featured Image] Three doctors analyzing high-dimensional images of MRI scans.

What Is a Variational Autoencoder?

Learn about variational autoencoders (VAEs), their role in machine learning, and their use in real-world applications like data generation and image processing. Become familiar with best practices in the use of VAEs as well as their future potential.

March 19, 2025

Article

[Feature Image] A learner sits on a sofa next to their dog while researching “What is a recurrent neural network" on their laptop.

What Is a Recurrent Neural Network?

A recurrent neural network is a deep learning algorithm that can analyze time series and sequential data. Explore how recurrent neural networks work and what you can use them for.

March 19, 2025

Article

AI and machine learning courses

Status: Top AI Program

Google

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Model Training, Technology Roadmaps, AI Integrations, Google Sheets, Critical Thinking, Innovation

4.8
Rating, 4.8 out of 5 stars
25K reviews

Beginner · Specialization · 3 - 6 Months

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Data Visualization, Prompt Engineering Tools, Prompt Patterns, AI powered creativity, AI literacy, AI Personalization, Generative AI, Timelines, LLM Application, Agentic Workflows, Spreadsheet Software, Ideation, Artificial Intelligence, Business Correspondence, Complex Problem Solving, Report Writing, Solution Design, Document Management, Critical Thinking, Machine Learning

4.8
Rating, 4.8 out of 5 stars
7.8K reviews

Beginner · Specialization · 1 - 4 Weeks

Packt

Skills you'll gain: AI Security, Retrieval-Augmented Generation, Prompt Engineering, Model Training, Generative AI, Large Language Modeling, Model Optimization, Embeddings, Natural Language Processing, Data Governance, Prompt Patterns, Machine Learning Methods, Generative Model Architectures, Model Evaluation, Model Deployment, Data Processing, Responsible AI, Deep Learning, Data Security, Machine Learning

Beginner · Course · 1 - 3 Months

[Feature Image] A computer science learner studies transformers vs. convolutional neural networks as part of their coursework.

Transformers vs. Convolutional Neural Networks: What’s the Difference?

Transformers and convolutional neural networks are both powerful deep learning algorithms for computer vision, but they work differently and have different strengths and weaknesses.

March 19, 2025

Article

[Featured Image] A group of professionals in a workplace environment conducting a job interview with a candidate, asking TensorFlow interview questions.

10 Common TensorFlow Interview Questions and How to Prepare

Get ready for your next machine-learning job by reviewing these TensorFlow interview questions that you can likely expect.

March 19, 2025

Article

[Featured Image] A business person is leading a meeting displaying four screens, each displaying visualizations created with AI data analysis tools.

Understanding AI Data Analysis

AI helps speed up the process of categorizing and analyzing larger amounts of data than human data analysts can comfortably handle manually. Discover more about what AI data analysis is and how you can use it to your advantage.

March 19, 2025

Article

[Featured Image] Two graphic designers working together at a computer desk.

Will AI Replace Graphic Designers?

The expansion of AI in graphic design is changing the field. Learn how it's impacting careers and what you can do to stay competitive.

March 19, 2025

Article

[Featured Image] A group of students stand in a classroom with an instructor teaching mathematics related to AI on a whiteboard.

What Math Do I Need to Know for AI? 5 Types to Know

Understanding the math behind AI is essential for building machine learning models, optimizing algorithms, and making data-driven decisions. Learn how these skills apply to AI careers.

March 19, 2025

Article

[Feature Image] A group of learners join in a lively discussion on the topic, “What is TF-IDF?”

What Is TF-IDF?

TF-IDF is a machine learning method that helps a computer or robot understand the words integral to interpreting a document. Explore how you can use this metric for various purposes.

March 19, 2025

Article

[Featured image] Two AI researchers in an office using text classification to organize text data on a computer.

What Is Text Classification?

Text classification is an AI and machine learning technique that allows a computer to sort text into different categories, such as “spam”, “not spam”, “positive feedback”, and “negative feedback.” Explore what you can do with this technique.

March 19, 2025

Article

[Featured Image] Developers discussing the implementation of retrieval augmented generation (RAG) in AI applications, analyzing code on their computers in a professional workspace.

What Is RAG in AI?

Explore the purpose of retrieval augmented generation (RAG) in artificial intelligence (AI) and learn more about how to utilize the tool for your own projects.

March 19, 2025

Article

[Featured Image] Two rofessionals discuss Perplexity AI and if it’s the right choice for their project while holding tablets, with computers displaying AI platforms in the background.

What Is Perplexity AI?

Learn about Perplexity AI, including details about the technology behind the platform, key features and uses, the benefits of choosing Perplexity AI versus ChatGPT and other AI platforms, and tips on how to start using this versatile tool.

March 19, 2025

Article

[Featured image] A teacher in a classroom holds a computer tablet as she uses AI for course design ideas.

What Can You Do With AI for Course Design?

Find out what you can do with AI for course design. Discover the many ways AI can enhance the educational process in your classroom, engage your students, and make your curriculum more effective.

March 19, 2025

Article

[Feature Image] A computer science learner studies transformers vs. convolutional neural networks as part of their coursework.

Transformers vs. Convolutional Neural Networks: What’s the Difference?

Transformers and convolutional neural networks are both powerful deep learning algorithms for computer vision, but they work differently and have different strengths and weaknesses.

March 19, 2025

Article

[Featured Image] A group of professionals in a workplace environment conducting a job interview with a candidate, asking TensorFlow interview questions.

10 Common TensorFlow Interview Questions and How to Prepare

Get ready for your next machine-learning job by reviewing these TensorFlow interview questions that you can likely expect.

March 19, 2025

Article

[Featured Image] A business person is leading a meeting displaying four screens, each displaying visualizations created with AI data analysis tools.

Understanding AI Data Analysis

AI helps speed up the process of categorizing and analyzing larger amounts of data than human data analysts can comfortably handle manually. Discover more about what AI data analysis is and how you can use it to your advantage.

March 19, 2025

Article

[Featured Image] Two graphic designers working together at a computer desk.

Will AI Replace Graphic Designers?

The expansion of AI in graphic design is changing the field. Learn how it's impacting careers and what you can do to stay competitive.

March 19, 2025

Article

[Featured Image] A group of students stand in a classroom with an instructor teaching mathematics related to AI on a whiteboard.

What Math Do I Need to Know for AI? 5 Types to Know

Understanding the math behind AI is essential for building machine learning models, optimizing algorithms, and making data-driven decisions. Learn how these skills apply to AI careers.

March 19, 2025

Article

[Feature Image] A group of learners join in a lively discussion on the topic, “What is TF-IDF?”

What Is TF-IDF?

TF-IDF is a machine learning method that helps a computer or robot understand the words integral to interpreting a document. Explore how you can use this metric for various purposes.

March 19, 2025

Article

[Featured image] Two AI researchers in an office using text classification to organize text data on a computer.

What Is Text Classification?

Text classification is an AI and machine learning technique that allows a computer to sort text into different categories, such as “spam”, “not spam”, “positive feedback”, and “negative feedback.” Explore what you can do with this technique.

March 19, 2025

Article

[Featured Image] Developers discussing the implementation of retrieval augmented generation (RAG) in AI applications, analyzing code on their computers in a professional workspace.

What Is RAG in AI?

Explore the purpose of retrieval augmented generation (RAG) in artificial intelligence (AI) and learn more about how to utilize the tool for your own projects.

March 19, 2025

Article

[Featured Image] Two rofessionals discuss Perplexity AI and if it’s the right choice for their project while holding tablets, with computers displaying AI platforms in the background.

What Is Perplexity AI?

Learn about Perplexity AI, including details about the technology behind the platform, key features and uses, the benefits of choosing Perplexity AI versus ChatGPT and other AI platforms, and tips on how to start using this versatile tool.

March 19, 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.

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