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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] A machine learning engineer analyzes data using VAEs while looking at a handheld device and two laptops in a sunny office.

Variational Autoencoder (VAE) Uses and Benefits

VAEs are machine learning models that encode data to latent space before decoding the data with white noise to create a unique entity. Learn more about how variational autoencoders work and what you can use them for.

August 6, 2025

Article

[Featured image] Two engineers looking at a small screen and discussing learning rates to train a deep learning model.

Understanding the Learning Rate in Neural Networks

Explore learning rates in neural networks, including what they are, different types, and machine learning applications where you can see them in action.

August 6, 2025

Article

[Featured image]: A teacher provides individualized instruction to a student after implementing machine learning for education tools.

Machine Learning for Education: Transforming Teaching and Learning

Learn how machine learning for education is reshaping classrooms through adaptive tools, real-time feedback, and data-driven instruction that supports every learner.

August 1, 2025

Article

[Featured Image] A machine learning engineer analyzes data using VAEs while looking at a handheld device and two laptops in a sunny office.

Variational Autoencoder (VAE) Uses and Benefits

VAEs are machine learning models that encode data to latent space before decoding the data with white noise to create a unique entity. Learn more about how variational autoencoders work and what you can use them for.

August 6, 2025

Article

[Featured image] Two engineers looking at a small screen and discussing learning rates to train a deep learning model.

Understanding the Learning Rate in Neural Networks

Explore learning rates in neural networks, including what they are, different types, and machine learning applications where you can see them in action.

August 6, 2025

Article

AI and machine learning courses

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Risking, 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

IBM

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, LLM Application, AI literacy, Model Evaluation, Image Quality

4.7
Rating, 4.7 out of 5 stars
8.1K reviews

Beginner · Course · 1 - 4 Weeks

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
7.9K reviews

Beginner · Specialization · 1 - 4 Weeks

[Feature Image] An instructor reviews TensorFlow versus Keras on a tablet while helping a learner understand the strengths of each.

TensorFlow vs. Keras: What’s the Difference?

Examine the relationship between Keras, which facilitates model development, and TensorFlow, which provides flexibility and scalability, to see which might best suit your needs.

July 30, 2025

Article

[Featured Image] A group of professionals asks prompt engineering interview questions as they evaluate a potential new hire.

10 Prompt Engineering Interview Questions and How To Prepare

Prepare for your interview in the growing field of prompt engineering and feel confident going into your interview after reviewing these 10 common questions.

July 29, 2025

Article

[Featured Image] A programmer smiles while working on a computer displaying lines of code, representing the comparison of Llama vs. Alpaca LLM programming models.

Llama vs. Alpaca LLM: What’s the Difference?

Explore the key differences between Llama and Alpaca, two popular large language models, and find out which model best aligns with your goals and serves your needs effectively.

July 24, 2025

Article

[Featured Image] A business professional is using a large language application to edit an article they are writing.

Large Language Model Applications: Transforming the Way We Interact with Technology

Large language model applications (LLMs) are foundational to the development of today’s artificial intelligence (AI) technology. Discover how LLMs have revolutionized text generation, machine learning, and AI interaction in various fields.

July 24, 2025

Article

[Featured Image] Three business leaders are meeting in their office, discussing the security of data while cautiously integrating generative AI into the daily tasks.

How to Cautiously Use AI for Work

The increasing adoption of artificial intelligence (AI) in the workplace means it’s important to know how to cautiously use AI for work in order to maximize benefits while minimizing risks and ethical concerns. Read on to learn more.

July 24, 2025

Article

[Featured Image] A business professional is demonstrating the possibilities of new security using generative AI avatars.

How Has Generative AI Affected Security?

Generative artificial intelligence (AI) has rapidly evolved, enhancing productivity and efficiency. Despite some cybersecurity challenges, advancements are improving safety. Learn more about how generative AI has affected security and its capabilities.

July 24, 2025

Article

[Featured Image] A business professional is reviewing the accuracy of a report generated by AI.

How Accurate Is AI Document Interpretation?

Artificial intelligence (AI) document interpretation is a rising technology in several fields, including law, medicine, and finance. With ongoing improvements, its potential keeps growing. Discover more about AI document interpretation.

July 24, 2025

Article

[Featured Image] A person is typing on their laptop, creating an artificial intelligence resume.

How to Write an Artificial Intelligence Resume (Step by Step with Examples)

Experience with artificial intelligence (AI) can help you land a job in industries related to AI technology. Learn how to present these skills on your resume to make your experience stand out.

July 24, 2025

Article

[Featured Image] A professional interview taking place in an office setting, with a recruiter and candidate discussing common natural language processing.

14 Common Natural Language Processing Interview Questions and How to Prepare

Prepare for your next role by reviewing 14 common natural language processing interview questions and learning how to answer them with confidence.

July 18, 2025

Article

[Featured image]: A teacher provides individualized instruction to a student after implementing machine learning for education tools.

Machine Learning for Education: Transforming Teaching and Learning

Learn how machine learning for education is reshaping classrooms through adaptive tools, real-time feedback, and data-driven instruction that supports every learner.

August 1, 2025

Article

[Feature Image] An instructor reviews TensorFlow versus Keras on a tablet while helping a learner understand the strengths of each.

TensorFlow vs. Keras: What’s the Difference?

Examine the relationship between Keras, which facilitates model development, and TensorFlow, which provides flexibility and scalability, to see which might best suit your needs.

July 30, 2025

Article

[Featured Image] A group of professionals asks prompt engineering interview questions as they evaluate a potential new hire.

10 Prompt Engineering Interview Questions and How To Prepare

Prepare for your interview in the growing field of prompt engineering and feel confident going into your interview after reviewing these 10 common questions.

July 29, 2025

Article

[Featured Image] A programmer smiles while working on a computer displaying lines of code, representing the comparison of Llama vs. Alpaca LLM programming models.

Llama vs. Alpaca LLM: What’s the Difference?

Explore the key differences between Llama and Alpaca, two popular large language models, and find out which model best aligns with your goals and serves your needs effectively.

July 24, 2025

Article

[Featured Image] A business professional is using a large language application to edit an article they are writing.

Large Language Model Applications: Transforming the Way We Interact with Technology

Large language model applications (LLMs) are foundational to the development of today’s artificial intelligence (AI) technology. Discover how LLMs have revolutionized text generation, machine learning, and AI interaction in various fields.

July 24, 2025

Article

[Featured Image] Three business leaders are meeting in their office, discussing the security of data while cautiously integrating generative AI into the daily tasks.

How to Cautiously Use AI for Work

The increasing adoption of artificial intelligence (AI) in the workplace means it’s important to know how to cautiously use AI for work in order to maximize benefits while minimizing risks and ethical concerns. Read on to learn more.

July 24, 2025

Article

[Featured Image] A business professional is demonstrating the possibilities of new security using generative AI avatars.

How Has Generative AI Affected Security?

Generative artificial intelligence (AI) has rapidly evolved, enhancing productivity and efficiency. Despite some cybersecurity challenges, advancements are improving safety. Learn more about how generative AI has affected security and its capabilities.

July 24, 2025

Article

[Featured Image] A business professional is reviewing the accuracy of a report generated by AI.

How Accurate Is AI Document Interpretation?

Artificial intelligence (AI) document interpretation is a rising technology in several fields, including law, medicine, and finance. With ongoing improvements, its potential keeps growing. Discover more about AI document interpretation.

July 24, 2025

Article

[Featured Image] A person is typing on their laptop, creating an artificial intelligence resume.

How to Write an Artificial Intelligence Resume (Step by Step with Examples)

Experience with artificial intelligence (AI) can help you land a job in industries related to AI technology. Learn how to present these skills on your resume to make your experience stand out.

July 24, 2025

Article

[Featured Image] A professional interview taking place in an office setting, with a recruiter and candidate discussing common natural language processing.

14 Common Natural Language Processing Interview Questions and How to Prepare

Prepare for your next role by reviewing 14 common natural language processing interview questions and learning how to answer them with confidence.

July 18, 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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