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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Is Machine Learning Hard? A Guide to Getting Started

Machine learning (ML), a fast-growing AI field, combines math, coding, and computer science. It powers tech like Netflix recommendations and speech-to-text. This guide covers ML basics, learning challenges, career paths, and how to start in the field.

June 10, 2022

Article

[Feature image] Person examining data on two separate devices.

Data Science vs. Machine Learning: What’s the Difference?

What is the difference between data science and machine learning? Which potential career path is right for you? Find out more here.

June 6, 2022

Article

[Featured Image]: A man wearing a blue jacket and glasses, is standing in front and working on his computer and is holding his phone.

9 Machine Learning Books for Beginners: a 2025 Guide

Dive into machine learning and the wondrous world of algorithms and models with this curated reading list.

June 6, 2022

Article

[Featured Image]: A female wearing a white top and glasses. She has long brown hair. She is sitting in front of her laptop, holding a pen in her hand.

Is Machine Learning Hard? A Guide to Getting Started

Machine learning (ML), a fast-growing AI field, combines math, coding, and computer science. It powers tech like Netflix recommendations and speech-to-text. This guide covers ML basics, learning challenges, career paths, and how to start in the field.

June 10, 2022

Article

[Feature image] Person examining data on two separate devices.

Data Science vs. Machine Learning: What’s the Difference?

What is the difference between data science and machine learning? Which potential career path is right for you? Find out more here.

June 6, 2022

Article

AI and machine learning courses

Status: Free Trial

IBM

Skills you'll gain: Generative AI, ChatGPT, Natural Language Processing, Market Opportunities

4.7
Rating, 4.7 out of 5 stars
20K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Process Optimization, Productivity Software, Workforce Development, Digital Transformation, Innovation, Technical Writing, Emerging Technologies, Operational Efficiency, Business Solutions, Machine Learning Software, Data Security, Critical Thinking, Analysis, Data Analysis, Data Quality

4.8
Rating, 4.8 out of 5 stars
4.8K reviews

Beginner · Specialization · 1 - 3 Months

Status: Preview

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
49K reviews

Beginner · Course · 1 - 4 Weeks

[Featured Image]: A woman with long dark hair and wearing a gray turtleneck sweater. She is sitting in front of two computer screens and is wearing white headphones.

What Are Machine Learning Models and How Do You Build Them?

Machine learning models power industries like data science, marketing, and finance. This guide covers how they're built, key algorithms, types of machine learning, model training parameters, and popular methods for classification and regression.

May 19, 2022

Article

[Featured Image] A woman with long dark hair in a gray striped shirt works in front of her computer screen in a shared office with lots of windows.

What Is an AI Engineer? (And How to Become One)

Learn what an artificial intelligence engineer does and how you can get into this exciting career field.

May 18, 2022

Article

[Featured image] Two coworkers discuss a project at a desktop computer.

Machine Learning Engineer Salary: How Much Can You Make?

A machine learning engineer's salary can be many times more than the median income in the United States. Learn how much you can expect to earn from this in-demand career.

May 13, 2022

Article

[Featured image] A machine learning engineer is looking at a program to ensure it practices machine learning fairness.

What Is Machine Learning Fairness? What You Need to Know

Here’s what you need to know about machine learning fairness and incorporating ethics into an increasingly automated world.

May 10, 2022

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2025

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

Article

[Featured Image] A deep learning engineer studies deep learning models and determines how to improve their accuracy.

What Is Deep Learning? Definition, Examples, and Careers

Deep learning is a method that trains computers to process information in a way that mimics human neural processes. Learn more about deep learning examples and applications in this article.

April 5, 2022

Article

[Featured Image] A group of people are having a meeting at a table.

10 Machine Learning Interview Questions (+ Tips to Answer Them)

Machine learning interviews give you the opportunity to showcase your skills, knowledge, and work. Read on to find some of the most common questions you can expect to be asked and find tips on how you can answer them with confidence.

April 1, 2022

Article

[Featured Image] A woman stands in a darkened room lined with video monitors and reviews information on a tablet.

3 Types of Machine Learning You Should Know

Machine learning is an exciting field and a subset of artificial intelligence. Use this guide to discover more about real-world applications, and the three types of machine learning you should know.

March 14, 2022

Article

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What Is a Machine Learning Engineer? (+ How to Get Started)

Machine learning engineers work with algorithms, data, and artificial intelligence. Learn about salary potential, job outlook, and steps to becoming a machine learning engineer.

February 22, 2022

Article

[Featured Image]: A man wearing a blue jacket and glasses, is standing in front and working on his computer and is holding his phone.

9 Machine Learning Books for Beginners: a 2025 Guide

Dive into machine learning and the wondrous world of algorithms and models with this curated reading list.

June 6, 2022

Article

[Featured Image]: A woman with long dark hair and wearing a gray turtleneck sweater. She is sitting in front of two computer screens and is wearing white headphones.

What Are Machine Learning Models and How Do You Build Them?

Machine learning models power industries like data science, marketing, and finance. This guide covers how they're built, key algorithms, types of machine learning, model training parameters, and popular methods for classification and regression.

May 19, 2022

Article

[Featured Image] A woman with long dark hair in a gray striped shirt works in front of her computer screen in a shared office with lots of windows.

What Is an AI Engineer? (And How to Become One)

Learn what an artificial intelligence engineer does and how you can get into this exciting career field.

May 18, 2022

Article

[Featured image] Two coworkers discuss a project at a desktop computer.

Machine Learning Engineer Salary: How Much Can You Make?

A machine learning engineer's salary can be many times more than the median income in the United States. Learn how much you can expect to earn from this in-demand career.

May 13, 2022

Article

[Featured image] A machine learning engineer is looking at a program to ensure it practices machine learning fairness.

What Is Machine Learning Fairness? What You Need to Know

Here’s what you need to know about machine learning fairness and incorporating ethics into an increasingly automated world.

May 10, 2022

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2025

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

Article

[Featured Image] A deep learning engineer studies deep learning models and determines how to improve their accuracy.

What Is Deep Learning? Definition, Examples, and Careers

Deep learning is a method that trains computers to process information in a way that mimics human neural processes. Learn more about deep learning examples and applications in this article.

April 5, 2022

Article

[Featured Image] A group of people are having a meeting at a table.

10 Machine Learning Interview Questions (+ Tips to Answer Them)

Machine learning interviews give you the opportunity to showcase your skills, knowledge, and work. Read on to find some of the most common questions you can expect to be asked and find tips on how you can answer them with confidence.

April 1, 2022

Article

[Featured Image] A woman stands in a darkened room lined with video monitors and reviews information on a tablet.

3 Types of Machine Learning You Should Know

Machine learning is an exciting field and a subset of artificial intelligence. Use this guide to discover more about real-world applications, and the three types of machine learning you should know.

March 14, 2022

Article

[Featured Image] Abstract black and white pattern

What Is a Machine Learning Engineer? (+ How to Get Started)

Machine learning engineers work with algorithms, data, and artificial intelligence. Learn about salary potential, job outlook, and steps to becoming a machine learning engineer.

February 22, 2022

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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