Overview

How It Works

Format

All Online

Time Commitment

4 months with 6-9 hours of study per week

Cost

$0

Learn From Top Minds

Courses are developed by Cornell faculty.

Power Your Career

Gain today’s most in-demand skills to stand apart.

Flexibility Fits Your Life

Learn on your schedule without stepping out of your job.

Small-class Experience

Participate in facilitated discussions and live sessions with industry peers.

Real-world Projects

Apply learnings and insights to your work to make an impact right away.

Personalized Feedback

Enjoy meaningful feedback on assignments from expert facilitators.

Format

All Online

Time Commitment

4 months with 6-9 hours of study per week

Cost

$0

Learn From Top Minds

Courses are developed by Cornell faculty.

Power Your Career

Gain today’s most in-demand skills to stand apart.

Flexibility Fits Your Life

Learn on your schedule without stepping out of your job.

Small-class Experience

Participate in facilitated discussions and live sessions with industry peers.

Real-world Projects

Apply learnings and insights to your work to make an impact right away.

Personalized Feedback

Enjoy meaningful feedback on assignments from expert facilitators.

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Key Course Takeaways

Gain the foundational linear algebra skills needed for Machine Learning
Redefine tasks as machine learning problems using fitting concepts and terminology
Match the assumptions algorithms make with the properties of your data
Create a simple image based face recognition system
Estimate probability distributions from data and build a name classifier
Implement an email spam classifier filter with convex optimization
Perform model selection to find the best algorithmic setting for a given problem
Implement a machine learning setup from start to finish
Debug machine learning algorithms in a principled manner utilizing the bias variance trade-off
Convert linear classifiers into non-linear classifiers to learn from complex datasets
Construct and train deep neural networks for various data modalities, in particular images and text

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Download a Brochure

Not ready to enroll but want to learn more? Download the certificate brochure to review program details.

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“Completing a program from eCornell really has allowed me to think outside the box at work. It gave me the confidence I needed to take a seat at that table and say I am ready.”

Kasey M.

Tech & Engineering Student

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MachineLearningCornell Certificate Program