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.

Coursera logo C cutout
[Video thumbnail] Is Your Business AI Ready

AI for Small Business: 3 Signs It's Time to Make the Leap [VIDEO]

Wondering if your business is ready for AI implementation? This video reveals the 3 critical signs that indicate it's time to leverage artificial intelligence in your small business.

June 13, 2025

Article

[Feature Image]: Two professionals stand and look at a laptop while discussing whether Scikit-Learn or TensorFlow would be the best option for their shared project.

Scikit-learn or TensorFlow: What’s the Difference?

Explore the similarities and differences of these two machine learning tools and discover if Scikit-Learn or TensorFlow is right for your project.

June 13, 2025

Article

[Featured Image]: Two data scientists collaborate to use machine learning to conduct social research.

Machine Learning in Social Media: How ML Impacts Social Platforms

Explore different examples of machine learning in social media and how you can benefit from the insight and analysis of machine learning to offer engaging content, adjust your marketing strategy, or use machine learning for content moderation.

June 13, 2025

Article

[Video thumbnail] Is Your Business AI Ready

AI for Small Business: 3 Signs It's Time to Make the Leap [VIDEO]

Wondering if your business is ready for AI implementation? This video reveals the 3 critical signs that indicate it's time to leverage artificial intelligence in your small business.

June 13, 2025

Article

[Feature Image]: Two professionals stand and look at a laptop while discussing whether Scikit-Learn or TensorFlow would be the best option for their shared project.

Scikit-learn or TensorFlow: What’s the Difference?

Explore the similarities and differences of these two machine learning tools and discover if Scikit-Learn or TensorFlow is right for your project.

June 13, 2025

Article

AI and machine learning courses

Status: Free Trial

IBM

Skills you'll gain: Generative AI, ChatGPT, Natural Language Processing, Data Governance, Computer Science, Business Intelligence, Business Ethics, Robotic Process Automation, Content Creation, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
20K reviews

Beginner · Course · 1 - 4 Weeks

DeepLearning.AI

Skills you'll gain: Data Ethics, Market Opportunities, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Team Building, Machine Learning, Strategic Thinking, Data Science, Needs Assessment, Deep Learning, Business Ethics, Artificial Neural Networks, Engineering Management

4.8
Rating, 4.8 out of 5 stars
48K 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, Computer Science, Computer Programming

4.4
Rating, 4.4 out of 5 stars
23 reviews

Intermediate · Course · 1 - 4 Weeks

[Featured Image]: A data analyst reviews the data they plan to insert into their AutoML tool to develop a machine learning model.

Machine Learning for Automation

Explore machine learning for automation, the process for automating ML models, various AutoML tools, several use cases for AutoML, and more.

June 13, 2025

Article

[Video Thumbnail] 30 Days of GenAI - Will You Take the Challenge?

30 Days of GenAI: A Beginner's Guide to Generative AI Tools (Free Video Series)

Learn generative AI in just 5 minutes a day with this free 30-day video series. Learn ChatGPT, Google Gemini, and DALL-E through simple, hands-on tutorials. No coding required.

June 10, 2025

Article

[Featured Image] Professionals collaborate on a project and discuss LangGraph with a laptop displaying an international sales graph.

Understanding LangGraph Data Visualization Software

Discover how LangGraph enhances NLP by transforming text into structured visual graphs. Learn its key features, real-world applications, and best practices to optimize AI workflows. Get started today with expert insights and practical resources.

June 6, 2025

Article

[Featured Image] AI practitioners in a workplace, interacting while AI-related code is displayed on the computer screen.

What Is an AI Practitioner?

Discover what an AI practitioner is and their role, as well as their common responsibilities, qualifications, and job outlook details to decide whether it’s the right career for you.

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

[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]: Two data scientists collaborate to use machine learning to conduct social research.

Machine Learning in Social Media: How ML Impacts Social Platforms

Explore different examples of machine learning in social media and how you can benefit from the insight and analysis of machine learning to offer engaging content, adjust your marketing strategy, or use machine learning for content moderation.

June 13, 2025

Article

[Featured Image]: A data analyst reviews the data they plan to insert into their AutoML tool to develop a machine learning model.

Machine Learning for Automation

Explore machine learning for automation, the process for automating ML models, various AutoML tools, several use cases for AutoML, and more.

June 13, 2025

Article

[Video Thumbnail] 30 Days of GenAI - Will You Take the Challenge?

30 Days of GenAI: A Beginner's Guide to Generative AI Tools (Free Video Series)

Learn generative AI in just 5 minutes a day with this free 30-day video series. Learn ChatGPT, Google Gemini, and DALL-E through simple, hands-on tutorials. No coding required.

June 10, 2025

Article

[Featured Image] Professionals collaborate on a project and discuss LangGraph with a laptop displaying an international sales graph.

Understanding LangGraph Data Visualization Software

Discover how LangGraph enhances NLP by transforming text into structured visual graphs. Learn its key features, real-world applications, and best practices to optimize AI workflows. Get started today with expert insights and practical resources.

June 6, 2025

Article

[Featured Image] AI practitioners in a workplace, interacting while AI-related code is displayed on the computer screen.

What Is an AI Practitioner?

Discover what an AI practitioner is and their role, as well as their common responsibilities, qualifications, and job outlook details to decide whether it’s the right career for you.

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

[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

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.

Frequently asked questions (FAQ)