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Start Your Machine Learning Engineer Career

Explore articles about machine learning, AI, and deep learning. Learn about career paths, Python libraries, ML algorithms, and how to build skills for an entry-level machine learning engineer role.

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Status: Featured

How to Learn Artificial Intelligence: A Beginner’s Guide

This guide to learning artificial intelligence is suitable for any beginner, no matter where you’re starting from.

September 6, 2023

Article

[Featured Image] A woman stands in a server room holding a tablet.
Status: Featured

7 Popular Machine Learning Certifications: Your 2026 Guide

Whether you’re just beginning a career or are already a practicing professional, a machine learning certification or certificate can help you get to the next level.

December 7, 2022

Article

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

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 prompt engineer in a white button-down shirt sits at a table and works on their laptop. There is a pad and pen to their left and a wall of plants behind them.

How to Become a Prompt Engineer: Duties, Skills, and Steps

Discover the role of a prompt engineer—what it entails and where it’s going—and begin taking steps to become a prompt engineer.

October 20, 2023

Article

[Featured Image] A prompt engineer works at a desk on a laptop computer.

What Is Prompt Engineering? And How to Write Effective Prompts

Learn what prompt engineering is, why it's important, and how to craft stronger, more effective prompts.

October 13, 2023

Article

[Featured Image] An abstract art design of blue waves and binary code.

What Are the Differences Between Machine Learning and AI?

Explore the differences between AI and machine learning (ML), their real-world applications, and their benefits. This guide provides explanations of AI and ML concepts, examples in various industries, and future insights into these technologies.

November 29, 2022

Article

[Featured Image] A prompt engineer in a white button-down shirt sits at a table and works on their laptop. There is a pad and pen to their left and a wall of plants behind them.

How to Become a Prompt Engineer: Duties, Skills, and Steps

Discover the role of a prompt engineer—what it entails and where it’s going—and begin taking steps to become a prompt engineer.

October 20, 2023

Article

[Featured Image] A prompt engineer works at a desk on a laptop computer.

What Is Prompt Engineering? And How to Write Effective Prompts

Learn what prompt engineering is, why it's important, and how to craft stronger, more effective prompts.

October 13, 2023

Article

Gain core machine learning skills with tech industry leaders

Multiple educators

Skills you'll gain: Unsupervised Learning, Supervised Learning, Model Training, Applied Machine Learning, Machine Learning Algorithms, Transfer Learning, Machine Learning, Jupyter, Data Ethics, Decision Tree Learning, Model Evaluation, Responsible AI, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Classification Algorithms, Reinforcement Learning

4.9 stars, 39K reviews, Beginner, Specialization, 1 - 3 Months
Status: Top AI program
Status: Free trial

IBM

Skills you'll gain: Model Evaluation, Predictive Modeling, Model Training, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Classification Algorithms, Unsupervised Learning, Regression Analysis, Reinforcement Learning

4.5 stars, 316 reviews, Beginner, Course, 1 - 4 Weeks
Category: Preview

University of Pennsylvania

Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization

5 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks
Status: Free trial
[Featured Image] An AI engineer sits at a desk working on a computer and pondering the task at hand.

How Much Do AI Engineers Make? 2026 Salary Guide

Artificial intelligence engineers use their technical expertise to program machines to think like the human brain. Here’s how much they’re earning—by experience, industry, and location.

September 21, 2022

Article

[Featured Image]: Two data scientists, one with long black hair, wearing a green top, and one wearing a blue shirt, are conferring with each other, in a room with a white desk, computer monitors and other machines.

What Is Machine Learning in Health Care?

Learn more about machine learning in health care. Find out how artificial intelligence can improve health care and what exciting careers are available in this field.

September 9, 2022

Article

[Featured Image] A person wearing glasses works on machine learning in finance on a laptop computer.

Machine Learning in Finance: 10 Applications and Use Cases

Learn more about machine learning in finance with this article that covers applications, use cases, and careers.

August 5, 2022

Article

[Featured Image]: A person, wearing a reddish shirt, glasses. They are working in front of their computer in their office.

9 Best Python Libraries for Machine Learning

If you’re getting into machine learning, chances are you’ll want to choose a Python library (or a few). Here’s a look at the best ones this year.

June 27, 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] An AI engineer with long dark hair in a gray striped shirt works in front of their 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] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2026

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

May 6, 2022

Article

[Featured Image] A person works on a laptop at a living room table.

Deep Learning vs. Machine Learning: A Beginner’s Guide

Deep learning is machine learning, and machine learning is artificial intelligence. But how do they fit together (and how do you get started learning)?

June 4, 2021

Article

[Featured Image] An abstract art design of blue waves and binary code.

What Are the Differences Between Machine Learning and AI?

Explore the differences between AI and machine learning (ML), their real-world applications, and their benefits. This guide provides explanations of AI and ML concepts, examples in various industries, and future insights into these technologies.

November 29, 2022

Article

[Featured Image] An AI engineer sits at a desk working on a computer and pondering the task at hand.

How Much Do AI Engineers Make? 2026 Salary Guide

Artificial intelligence engineers use their technical expertise to program machines to think like the human brain. Here’s how much they’re earning—by experience, industry, and location.

September 21, 2022

Article

[Featured Image]: Two data scientists, one with long black hair, wearing a green top, and one wearing a blue shirt, are conferring with each other, in a room with a white desk, computer monitors and other machines.

What Is Machine Learning in Health Care?

Learn more about machine learning in health care. Find out how artificial intelligence can improve health care and what exciting careers are available in this field.

September 9, 2022

Article

[Featured Image] A person wearing glasses works on machine learning in finance on a laptop computer.

Machine Learning in Finance: 10 Applications and Use Cases

Learn more about machine learning in finance with this article that covers applications, use cases, and careers.

August 5, 2022

Article

[Featured Image]: A person, wearing a reddish shirt, glasses. They are working in front of their computer in their office.

9 Best Python Libraries for Machine Learning

If you’re getting into machine learning, chances are you’ll want to choose a Python library (or a few). Here’s a look at the best ones this year.

June 27, 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] An AI engineer with long dark hair in a gray striped shirt works in front of their 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] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2026

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

May 6, 2022

Article

[Featured Image] A person works on a laptop at a living room table.

Deep Learning vs. Machine Learning: A Beginner’s Guide

Deep learning is machine learning, and machine learning is artificial intelligence. But how do they fit together (and how do you get started learning)?

June 4, 2021

Article

Machine learning (ML) is an in-demand field spanning various industries, from health care to finance. As a machine learning engineer, you’ll work with a team of data scientists to research and develop machine learning solutions. You’ll create, test, and optimize ML algorithms to automate workflows and improve data management. Learn more about how to prepare for an entry-level machine learning engineer role and how Coursera can help:

Ready to start learning? Explore our catalog of machine learning courses or accelerate your career growth with a Coursera Plus subscription. When you enroll in either the monthly or annual option, you’ll get access to over 10,000 courses.

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