为了便于大家学习，在这里AI & Robotics方面的学习资源。

Programming for Everybody (Getting Started with Python)

This course is a ”no prerequisite” introduction to Python Programming. You will learn about variables, conditional execution, repeated execution and how we use functions. The homework is done in a web browser so you can do all of the programming assignments on a phone or public computer.

Effort:

2–4 hours per week. 7weeks

Price:

FREE

Add a Verified Certificate for 49 USD

https://www.edx.org/course/programming-for-everybody-getting-started-with-python

Essential Math for Machine Learning: Python Edition

Learn the essential mathematical foundations for machine learning and artificial intelligence.

Effort:

6–8 hours per week.  6 weeks

Price:

FREE

Add a Verified Certificate for 99 USD

https://www.edx.org/course/essential-math-for-machine-learning-python-edition-3

Robotics: Vision Intelligence and Machine Learning

Learn how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

Length: 12 Weeks

Effort: 8–10 hours per week

Price:FREE
Add a Verified Certificate for CN¥2,464

Level: Advanced

Language: English

Syllabus:

Week 1: Camera Geometry and Color Sensing

Week 2: Fourier Transforms, Image Convolution, Edge Detection
Week 3: Image Convolution and Edge Detection Part 2, Image Pyramids
Week 4: Feature Detection: Filters, SIFT, HOG
Week 5: Geometrical Transformation, Affine, Protective and Ransac
Week 6: Optical Flow Estimation
Week 7: Image Morphing
Week 8: Image Blending
Week 9: Image Carving
Week 10: Probability and Statistics, Regression and Classification
Week 11: SVM and Object Recognition
Week 12: Convolutional Neural Network

https://www.edx.org/course/robotics-vision-intelligence-machine-pennx-robo2x

为了便于大家学习，在这里AI & Robotics方面的学习资源。

Programming for Everybody (Getting Started with Python)

This course is a ”no prerequisite” introduction to Python Programming. You will learn about variables, conditional execution, repeated execution and how we use functions. The homework is done in a web browser so you can do all of the programming assignments on a phone or public computer.

Effort:

2–4 hours per week. 7weeks

Price:

FREE

Add a Verified Certificate for 49 USD

https://www.edx.org/course/programming-for-everybody-getting-started-with-python

Essential Math for Machine Learning: Python Edition

Learn the essential mathematical foundations for machine learning and artificial intelligence.

Effort:

6–8 hours per week.  6 weeks

Price:

FREE

Add a Verified Certificate for 99 USD

https://www.edx.org/course/essential-math-for-machine-learning-python-edition-3

Robotics: Vision Intelligence and Machine Learning

Learn how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

Length: 12 Weeks

Effort: 8–10 hours per week

Price:FREE
Add a Verified Certificate for CN¥2,464

Level: Advanced

Language: English

Syllabus:

Week 1: Camera Geometry and Color Sensing

Week 2: Fourier Transforms, Image Convolution, Edge Detection
Week 3: Image Convolution and Edge Detection Part 2, Image Pyramids
Week 4: Feature Detection: Filters, SIFT, HOG
Week 5: Geometrical Transformation, Affine, Protective and Ransac
Week 6: Optical Flow Estimation
Week 7: Image Morphing
Week 8: Image Blending
Week 9: Image Carving
Week 10: Probability and Statistics, Regression and Classification
Week 11: SVM and Object Recognition
Week 12: Convolutional Neural Network

https://www.edx.org/course/robotics-vision-intelligence-machine-pennx-robo2x