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Dive into Machine Learning
in just 10 days.

Dive into Machine Learning
in just 10 days.

Take a live online course with industry experts.
Complete a real-world project you can add to your resume.
For any major.
Pre-reqs: iX Data Science course, Stats 101, or similar
Request more info

Learn the skill set behind the world’s most powerful AI.

Machine learning is the science that powers search engines, recommendation systems in streaming apps, social media feeds, and more. It’s a complex and constantly evolving field, but essentially it boils down to this: machine learning is the study of how computer systems can evolve and improve independently based on experience. This process relies on immense quantities of data, which is why machine learning is often considered a subset of data science. Considering the power of data in today’s market, it’s no surprise that global businesses are practically falling over each other to hire individuals with machine learning expertise.

Brian Li, iX Alum
Now working as a Data Scientist at Facebook
"iX offered thorough preparation for my internship. Through course engagement and consistent expert guidance, I feel I have mastered the programming skills, enabling me to analyze large datasets and further educational research in my internship placement."

Our Machine Learning alumni have gone on to work at

First, build an in-depth, practical skill set.

iXperience classes prepare you to create real-world value with just a few weeks of intensive learning.
Master Python
Expand your toolkit to include data science fundamentals like pandas, numpy, scikit-learn and pytorch.
Algorithm Deep Dive
Build impactful machine learning models using both classical statistical tools and cutting-edge deep learning frameworks.
ML at Scale
Master the machine learning pipeline including data curation, model training at scale and model deployment.
Explainability and fairness
Critically examine current limitations in machine learning including explainability and fairness.
Industry tools
Learn industry standard development tools including git, Jupyter and celery.
Presentation Skills
Hone your presentation skills to clearly articulate and explain insightful statistical models.

Then, apply your skills towards a social impact project.

Get a taste of what it's like to apply your skills to improve the planet, and add your achievements to your resume.

Stop rhino poaching

Example project you may work on

Wildlife poaching is a scourge for conservation. Your client is a local rhino anti-poaching unit using drones to combat rhino-poaching. Working in groups, you will need to train a neural network on videos containing animals and poachers, and test your model. Using images captured by drones flying over conservation areas, you will enable identification of poachers and their location.

Meet your teacher, mentor, friend.

All of our teachers have backgrounds in both academia and industry, so they can teach you solid fundamentals and how to apply your knowledge.
James Combrink
Data Analyst at Incline Marketing Solutions

Digitalization has been accelerated in the past year, and will continue in this path. Industry professionals will need to stay active. It doesn't matter how, there is no specific software which is critical now which will still be a backbone in 10 years. In fact, it will probably all be replaced. The question is on your ability to utilise the tools you have (or previously had) in order to find a solution to the problem you were posed with.

How iX Winter works.

10 days of intensive class over two weeks.
Program details
January 4-15, 2021. Classes Monday - Friday.
Live online classes from 12pm-2pm EST.
2-4 hours of homework every week day.
Certificate of bootcamp completion.
Lifetime access to the iX alumni network.

iX Winter is an intensive learning experience designed to help you make the most of your winter break.

For the first week, you'll focus primarily on picking up new industry-relevant skills at a rapid pace. The second week, following a weekend break, will focus primarily on a social impact project that you can add to your resume and discuss in job interviews.

Unlike many other online programs, you'll have support from your teachers and teaching assistants throughout the day so you're never stuck on a problem for too long.

More about iX Winter
View the free application

The most inspiring way to learn online.

iX courses focus on rigor, engagement, and community.
Rigorous & practical
Your class projects will be connected to industry, in a format that you can show future employers.
You'll have class daily, along with in-depth readings and assignments that will challenge you to learn quickly.
Small class sizes
We cap classes at 30 students, which means you'll get to know your classmates and teachers individually.
We teach engaging, live seminar-style classes—not massive, streamed lectures. Expect lots of discussion and group work.
Frequent feedback
Your head teacher and TAs will review your work and give you actionable feedback to improve.
They'll also provide guidance and support for your project, helping you achieve more than you could in ordinary working environments.

Earn a certificate and showcase your work.

You can share your Course Certificates in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.
Shareable on  
Max Martin
Yale University

"iXperience was a one-of-a-kind learning immersion. I gained experience and knowledge in ways I never had before. I can now say that I have incredible new skills and have used what I learned to make an impact at a startup company in Cape Town."

from our alumni.

Megan Sindhi
University of Virginia, Class of 2021

iX really helped me solidify my interest in Data Science. All of the teachers were really helpful and made sure we had everything we needed to succeed.

Emily Kruse
McIntire School of Commerce, Class of 2022

The program exceeded my expectations for any sort of classroom experience. We were learning extremely relevant and cutting edge information, but without using textbooks or exams! It was extremely hands on and fast-pasted helping me develop as a potential employee and student.

Kyle Mettler
University of Notre Dame, Class of 2021

iXperience is a great supplement to a college education and teaches very practical, tangible skills. It also helped me explore a field that I'm interested in and confirmed my interest in my future career path.

Yash Tekriwal
University of Virginia, Class of 2018

iX defined my current career prospects. What their data driven courses teach is more than just technical skills, it's a way of thinking. Being embedded in a course environment like the one at iX helped me broaden my horizons intellectually.

Tuition and financial aid.

Since 2014, iX has dispersed more than $2 million in financial aid to enable access to our programs.

Learn more about your options

Dates and deadlines.

Program dates

January 4 - 15, 2021.

Classes Monday - Friday, 12pm-2pm EST.

Daily homework, which should take about 2-4 hours.

Application deadlines

October 22 - Early Decision: Highest chance of admission.

November 24 - Regular Decision: Admission to talented candidates.

December 28 - Late Deadline: Admission only to exceptional candidates.

Ready to get a leg up in your future career?

Admission is competitive and spots will fill up. Don't miss out.
Start my free application