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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[Feature Image] An instructor explains low rank adaptation to a room of learners.

Low Rank Adaptation: Reduce the Cost of Model Fine-Tuning

Low rank adaptation (LoRA) is a retraining method that repurposes a foundation language model for a specific task. Explore how LoRA allows you to leverage the technology of an LLM and train it in a fast and efficient way for your needs.

March 18, 2025

Article

[Featured Image] A machine learning engineer wearing a suit and tie answers large language models interview questions delivered by a panel of interviewers.

13 Common Large Language Model (LLM) Interview Questions and How To Prepare

Use this guide to help you prepare for these 13 common large language model interview questions and feel more confident about your chances of employment.

March 18, 2025

Article

[Featured Image] A programmer works on their laptop to earn a prompt engineering certification.

Prompt Engineering Certification: Credentials to Help Advance Your AI Career

A certification can help you acquire new skills and demonstrate them to potential employers, enhancing both your abilities and your resume. Explore options for prompt engineering certification and Professional Certificates.

March 18, 2025

Article

[Feature Image] An instructor explains low rank adaptation to a room of learners.

Low Rank Adaptation: Reduce the Cost of Model Fine-Tuning

Low rank adaptation (LoRA) is a retraining method that repurposes a foundation language model for a specific task. Explore how LoRA allows you to leverage the technology of an LLM and train it in a fast and efficient way for your needs.

March 18, 2025

Article

[Featured Image] A machine learning engineer wearing a suit and tie answers large language models interview questions delivered by a panel of interviewers.

13 Common Large Language Model (LLM) Interview Questions and How To Prepare

Use this guide to help you prepare for these 13 common large language model interview questions and feel more confident about your chances of employment.

March 18, 2025

Article

AI and machine learning courses

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, AI literacy, Python Programming, Responsible AI

4.3
Rating, 4.3 out of 5 stars
40 reviews

Intermediate · Course · 1 - 4 Weeks

Status: Free Trial

IBM

Skills you'll gain: Responsible AI, Machine Learning Methods, Generative AI Agents, Generative AI, Prompt Patterns, Generative Model Architectures, Prompt Engineering Tools, AI literacy, Risking, Retrieval-Augmented Generation, LLM Application, Agentic systems, Machine Learning Algorithms, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
23K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

University of Colorado Boulder

Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Sampling (Statistics), Model Optimization, Solution Design, Technical Design

3.7
Rating, 3.7 out of 5 stars
7 reviews

Beginner · Specialization · 3 - 6 Months

[Featured Image] A podcast creator is recording with a guest and discussing a topic they researched using AI without plagiarizing.

Is Using AI Plagiarism?

The use of artificial intelligence (AI) in content creation is common. As a consequence, content creators will continue to wrestle with questions regarding what constitutes plagiarism regarding the use of AI.

March 18, 2025

Article

[Featured Image] A colleague explaining the concepts of cloud computing and edge AI to another colleague in a professional workspace, with a computer displaying code.

What Are Cloud Computing and Edge AI?

Discover the key features within cloud computing and edge AI and explore how to leverage these features for your own projects.

March 18, 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 18, 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 18, 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 18, 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 18, 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 18, 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 18, 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 18, 2025

Article

[Featured Image] A programmer works on their laptop to earn a prompt engineering certification.

Prompt Engineering Certification: Credentials to Help Advance Your AI Career

A certification can help you acquire new skills and demonstrate them to potential employers, enhancing both your abilities and your resume. Explore options for prompt engineering certification and Professional Certificates.

March 18, 2025

Article

[Featured Image] A podcast creator is recording with a guest and discussing a topic they researched using AI without plagiarizing.

Is Using AI Plagiarism?

The use of artificial intelligence (AI) in content creation is common. As a consequence, content creators will continue to wrestle with questions regarding what constitutes plagiarism regarding the use of AI.

March 18, 2025

Article

[Featured Image] A colleague explaining the concepts of cloud computing and edge AI to another colleague in a professional workspace, with a computer displaying code.

What Are Cloud Computing and Edge AI?

Discover the key features within cloud computing and edge AI and explore how to leverage these features for your own projects.

March 18, 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 18, 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 18, 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 18, 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 18, 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 18, 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 18, 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 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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