• Apply
    • Logo ×

    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.

    Expert teachers who care about you as an individual.

    We limit class sizes and empower teachers to give individualized support and feedback to every student. You’ll gain invaluable perspective, and a mentor who will advise you throughout the program.
    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."

    Thoughts
    from our alumni.

    Megan Sindhi
    University of Virginia

    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

    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

    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

    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