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 data analyst giving a presentation in an office meeting room.

Will AI Replace Data Analysts?

The rise of AI in data analysis has been a cause for concern. While many believe that data analysts won’t see large-scale job replacement, it does seem that AI is capable of doing a good amount of what data analysts do. Learn more here.

June 5, 2025

Article

[Featured Image] AI professionals in a workplace discussing advanced AI detection tools, analyzing digital content for authenticity and transparency.

How Do AI Detectors Work?

Learn how AI detectors identify content generated by artificial intelligence. Explore AI detection techniques, applications, limitations, and future developments in professional and educational contexts, as well as how they help to uphold integrity.

June 5, 2025

Article

[Featured Image] Two people wearing VR headsets working in an AI lab after progressing from their entry-level AI jobs.

Entry-Level AI Jobs: Launching Your Career in Artificial Intelligence

Many businesses use AI, opening up opportunities for various options to get an entry-level job in this exciting field. Learn more below.

June 5, 2025

Article

[Featured Image] A data analyst giving a presentation in an office meeting room.

Will AI Replace Data Analysts?

The rise of AI in data analysis has been a cause for concern. While many believe that data analysts won’t see large-scale job replacement, it does seem that AI is capable of doing a good amount of what data analysts do. Learn more here.

June 5, 2025

Article

[Featured Image] AI professionals in a workplace discussing advanced AI detection tools, analyzing digital content for authenticity and transparency.

How Do AI Detectors Work?

Learn how AI detectors identify content generated by artificial intelligence. Explore AI detection techniques, applications, limitations, and future developments in professional and educational contexts, as well as how they help to uphold integrity.

June 5, 2025

Article

AI and machine learning courses

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing

4.8
Rating, 4.8 out of 5 stars
19K reviews

Beginner · Specialization · 3 - 6 Months

Status: Free Trial

IBM

Skills you'll gain: Retrieval-Augmented Generation, AI Enablement, Responsible AI, Generative AI, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Liberal Arts

4.4
Rating, 4.4 out of 5 stars
33 reviews

Intermediate · Course · 1 - 4 Weeks

[Featured image] An MLOps engineer works to develop a machine learning model.

MLOps Engineer: Roles, Skills, and Career Path

Explore the role of an MLOps engineer, including responsibilities and necessary skills, and discover how to start on this new and exciting career path.

May 24, 2025

Article

[Feature Image] An aspiring LLM engineer studies LLMOps as part of their education, preparing for their future work.

Large Language Model Operations: Understanding LLMOps

Explore how you can use LLMOps at every stage of the LLM development life cycle.

May 24, 2025

Article

[Featured Image] An artificial intelligence engineer explains the different capabilities of generative AI versus large language models (LLMs).

Large Language Models (LLMs) vs. Generative AI: What’s the Difference?

Expand your understanding of large language models (LLMs) and generative AI and discover their applications in various industries.

May 24, 2025

Article

[Featured Image] Programmers in a tech-driven environment discussing LLM parameters.

LLM Parameters: Understanding the Building Blocks of Large Language Models

Explore the building blocks of LLM parameters and how they impact predictions and enhance model efficiency to optimize artificial intelligence (AI) performance.

May 24, 2025

Article

[Feature Image] A deep learning professional wearing dark-rimmed glasses considers whether TensorFlor or PyTorch would be more suitable for their project.

TensorFlow or PyTorch: What’s the Difference?

Discover whether TensorFlow or PyTorch is best for your machine learning application and explore some of the similarities and differences between these frameworks.

May 23, 2025

Article

[Featured Image] Two business people presenting a predictive analysis as a graph.

Essential Predictive Analytics Skills

As the market for professionals with predictive analytics skills increases, you may want to develop your skill set in this field. Discover the predictive analytics skills and other abilities you’ll need to be successful.

May 23, 2025

Article

[Featured Image] A professional in a tech environment interacts with an on-device AI system, pointing at a computer screen that displays "Chatbot AI" on the interface.

On-Device AI: Powering the Future of Computing

Artificial intelligence (AI) is increasingly used in smartphones, smartwatches, and cars, offering incredible capabilities and personalized recommendations. Discover more about on-device AI and potential careers involving the technology.

May 23, 2025

Article

[Featured image] Two coworkers looking at a laptop while discussing NLU vs NLP and how the technologies differ.

NLU vs. NLP: What’s the Difference?

Discover how natural language understanding (NLU) and natural language processing (NLP) differ and how these technologies work together to help machines process and understand human language.

May 23, 2025

Article

[Feature Image] Four young programmers learn how neurons in neural networks contribute to deep learning for artificial intelligence.

Neurons in Deep Learning—The Building Blocks of Neural Networks

In deep learning, neurons are computational units in neural networks that process input data before passing it on. Discover the different types of neurons in deep learning, explore their structure, and delve into their various uses in various industries.

May 23, 2025

Article

[Featured Image] Two people wearing VR headsets working in an AI lab after progressing from their entry-level AI jobs.

Entry-Level AI Jobs: Launching Your Career in Artificial Intelligence

Many businesses use AI, opening up opportunities for various options to get an entry-level job in this exciting field. Learn more below.

June 5, 2025

Article

[Featured image] An MLOps engineer works to develop a machine learning model.

MLOps Engineer: Roles, Skills, and Career Path

Explore the role of an MLOps engineer, including responsibilities and necessary skills, and discover how to start on this new and exciting career path.

May 24, 2025

Article

[Feature Image] An aspiring LLM engineer studies LLMOps as part of their education, preparing for their future work.

Large Language Model Operations: Understanding LLMOps

Explore how you can use LLMOps at every stage of the LLM development life cycle.

May 24, 2025

Article

[Featured Image] An artificial intelligence engineer explains the different capabilities of generative AI versus large language models (LLMs).

Large Language Models (LLMs) vs. Generative AI: What’s the Difference?

Expand your understanding of large language models (LLMs) and generative AI and discover their applications in various industries.

May 24, 2025

Article

[Featured Image] Programmers in a tech-driven environment discussing LLM parameters.

LLM Parameters: Understanding the Building Blocks of Large Language Models

Explore the building blocks of LLM parameters and how they impact predictions and enhance model efficiency to optimize artificial intelligence (AI) performance.

May 24, 2025

Article

[Feature Image] A deep learning professional wearing dark-rimmed glasses considers whether TensorFlor or PyTorch would be more suitable for their project.

TensorFlow or PyTorch: What’s the Difference?

Discover whether TensorFlow or PyTorch is best for your machine learning application and explore some of the similarities and differences between these frameworks.

May 23, 2025

Article

[Featured Image] Two business people presenting a predictive analysis as a graph.

Essential Predictive Analytics Skills

As the market for professionals with predictive analytics skills increases, you may want to develop your skill set in this field. Discover the predictive analytics skills and other abilities you’ll need to be successful.

May 23, 2025

Article

[Featured Image] A professional in a tech environment interacts with an on-device AI system, pointing at a computer screen that displays "Chatbot AI" on the interface.

On-Device AI: Powering the Future of Computing

Artificial intelligence (AI) is increasingly used in smartphones, smartwatches, and cars, offering incredible capabilities and personalized recommendations. Discover more about on-device AI and potential careers involving the technology.

May 23, 2025

Article

[Featured image] Two coworkers looking at a laptop while discussing NLU vs NLP and how the technologies differ.

NLU vs. NLP: What’s the Difference?

Discover how natural language understanding (NLU) and natural language processing (NLP) differ and how these technologies work together to help machines process and understand human language.

May 23, 2025

Article

[Feature Image] Four young programmers learn how neurons in neural networks contribute to deep learning for artificial intelligence.

Neurons in Deep Learning—The Building Blocks of Neural Networks

In deep learning, neurons are computational units in neural networks that process input data before passing it on. Discover the different types of neurons in deep learning, explore their structure, and delve into their various uses in various industries.

May 23, 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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