We curated this collection for anyone who’s interested in learning about machine learning and artificial intelligence (AI). Whether you’re new to these two fields or looking to advance your knowledge, Coursera has a course that can fit your learning goals. Through this collection, you can pick up skills in introductory and advanced Machine Learning, with several relevant applications and tools like Python, Google Cloud Platform, and TensorFlow. You’ll learn about trending topics like text mining, natural language processing, deep learning, neural networks, clustering, and classification, any or all of which you can use to solve real-world problems in your everyday work as a data scientist, machine learning engineer, software engineer, or simply as a student who is transitioning into these fields.

We curated this collection for anyone who’s interested in learning about machine learning and artificial intelligence (AI). Whether you’re new to these two fields or looking to advance your knowledge, Coursera has a course that can fit your learning goals. Through this collection, you can pick up skills in introductory and advanced Machine Learning, with several relevant applications and tools like Python, Google Cloud Platform, and TensorFlow. You’ll learn about trending topics like text mining, natural language processing, deep learning, neural networks, clustering, and classification, any or all of which you can use to solve real-world problems in your everyday work as a data scientist, machine learning engineer, software engineer, or simply as a student who is transitioning into these fields.

Curated by Coursera

These courses and Specializations have been hand-picked by the learning team at Coursera

AI For Everyone

AI For Everyone

deeplearning.ai

課程
評分為 4.8(滿分 5 星)。 21355 條評論
Deep Learning

Deep Learning

deeplearning.ai

專項課程
評分為 4.8(滿分 5 星)。 235221 條評論
Introduction to Data Science in Python

Introduction to Data Science in Python

University of Michigan

課程
評分為 4.5(滿分 5 星)。 19363 條評論
Applied Data Science with Python

Applied Data Science with Python

University of Michigan

專項課程
評分為 4.5(滿分 5 星)。 34735 條評論
Applied Machine Learning in Python

Applied Machine Learning in Python

University of Michigan

課程
評分為 4.6(滿分 5 星)。 5882 條評論
Applied Text Mining in Python

Applied Text Mining in Python

University of Michigan

課程
評分為 4.3(滿分 5 星)。 2860 條評論
机器学习:回归

机器学习:回归

University of Washington

課程
評分為 4.8(滿分 5 星)。 4842 條評論
Machine Learning

Machine Learning

University of Washington

專項課程
評分為 4.7(滿分 5 星)。 20520 條評論
聚类与检索

聚类与检索

University of Washington

課程
評分為 4.6(滿分 5 星)。 1958 條評論
Neural Networks and Deep Learning

Neural Networks and Deep Learning

deeplearning.ai

課程
評分為 4.9(滿分 5 星)。 86875 條評論
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

deeplearning.ai

課程
評分為 4.9(滿分 5 星)。 50794 條評論
Convolutional Neural Networks

Convolutional Neural Networks

deeplearning.ai

課程
評分為 4.9(滿分 5 星)。 33528 條評論
Structuring Machine Learning Projects

Structuring Machine Learning Projects

deeplearning.ai

課程
評分為 4.8(滿分 5 星)。 40887 條評論
Sequence Models

Sequence Models

deeplearning.ai

課程
評分為 4.8(滿分 5 星)。 22802 條評論
How Google does Machine Learning

How Google does Machine Learning

Google Cloud

課程
評分為 4.6(滿分 5 星)。 5694 條評論
Applied AI with DeepLearning

Applied AI with DeepLearning

IBM

課程
評分為 4.4(滿分 5 星)。 855 條評論
Machine Learning with TensorFlow on Google Cloud Platform

Machine Learning with TensorFlow on Google Cloud Platform

Google Cloud

專項課程
評分為 4.5(滿分 5 星)。 14349 條評論
机器学习

机器学习

Stanford University

課程
評分為 4.9(滿分 5 星)。 140969 條評論
Self-Driving Cars

Self-Driving Cars

University of Toronto

專項課程
評分為 4.7(滿分 5 星)。 1954 條評論

Popular Categories on Coursera: Business | Computer Science | Data Science | Information Technology | Health |See All

Popular Degrees on Coursera: Business | Computer Science | Data Science | Health | See All

To help our community keep learning, we’ve made a selection of popular courses completely free through July 31, 2020. While many courses on Coursera are already available for free without a certificate, these promotions enable you to not only access lectures and quizzes, but also to earn a free certificate for courses that offer them.

To get started, click one of the following links to find a free course—your free discount will be applied at checkout: Public Health | Career Development | Mental Health and Well-Being | Cloud Technology | For High School Students | For College Students | Courses in Spanish

Community
Join a community of 60 million learners from around the world
Certificate
4.8 million people have earned a course certificate on Coursera
Confidence
72% of all learners say their courses made them more confident
Career
83% of people reported tangible career benefit from content on Coursera
All courses include:
  • Check100% online
  • CheckFlexible schedule
  • CheckMobile learning
  • CheckVideos and readings from professors at world-renowned universities and industry leaders
  • CheckPractice quizzes

Can’t decide what is right for you?

Try the full learning experience for most courses free for 7 days.

Register to learn with Coursera’s community of 35 million learners around the world