Corporate Program in Machine Learning for Quantitative Finance

The Corporate Program in Machine Learning for Quantitative Finance empowers mathematically mature talent to master the latest statistical learning innovations and deploy them competitively across the financial sector.
Contact us to explore if the Program is suitable for your company.

Program offerings

The Corporate Program in Machine Learning for Quantitative Finance delivers, free of charge to participants, the following:

Customized Trainings: Flexible formats adapted to the specific practical and/or theoretical requirements of a company. Content, depth, and technical level are tailored to the organization’s objectives, data environment, and participants’ background.
Length spans the below spectrum

3-hour working session on specific problems
Customized multi-day workshops on selected topics

ARPM Lab: online access to constantly updated advanced reference material on Machine Learning and Quantitative Finance: theory, code, animations and more.

Certificate: 6 in-depth courses to choose from on Machine Learning and Quantitative Finance, based on the Lab. The next edition starts September 23.
All participants are welcome to attend any parts of any course with colleagues and other participants.

Quant Bootcamp: 4+2 days overview course in Machine Learning and Quantitative Finance, based on the Lab. The next edition is starting on July 13, 2026.
All participants are welcome to attend any parts or the Live Streaming version, and up to 6 participants per edition are welcome to the Onsite event in New York. The recordings can also be followed in self-paced mode.

Audience

The Program caters to two different types of employees

“Quants”, defined as employees with a STEM-MA
“SuperQuants”, defined as employees with a STEM PhD

Some services of the Program, such as the Lab's animations or the overview lectures of the Quant Bootcamp, also help Quant-curious employees with less deep mathematical background get up to speed with the big picture and the latest developments in Machine Learning and quantitative finance.

Delivery options

First and foremost, each participant has access at all times to the Lab, the go-to look-up reference for their quantitative work, similar to a subscription to a state-of-the-art 24hr gym.

Furthermore, each participant can cover the contents of the Lab on a personalized plan in self-paced mode, tailored to their individual interests, time availability and background. Our engine re-optimizes each participant's plan weekly based on actual progress.

Additionally, participants may also choose to learn in classes, with a live instructor and other participants

(any portions of) the Live Streaming/Onsite Quant Bootcamp, for a quick, intense overview (suitable for all backgrounds)
(any portions of) the any course of the Certificate, for in-depth learning (suitable for Quants and SuperQuants)

Typically each individual participant alternates between long periods in self-paced mode and short periods in classes.

Benefits

Knowledge/skills: participants reach beyond master-level knowledge and skills across all parts of Machine Learning and Quantitative Finance, and stay up to date on how the latest techniques connect to best practices
Networking: participants learn and practice side by side with Quants and SuperQuants from the top financial companies worldwide
Statements of completion: regardless of whether learning the Lab in self-paced mode or in class training, upon reaching a satisfactory score by a combination of independent study in the Lab, quizzes, homework, etc., participants are issued up to 7 different statements of completion
Lifetime Lab: participants are welcome to take the three exams of the Certification, which grants permanent Alumni benefits, including lifetime access to the Lab.

Frequently Asked Questions

What is special about the Program?

The Program is unique for

the Lab: the most complete online study/practice materials for Machine Learning and Quantitative Finance
the flexibility: no matter the time availability, every participants has the opportunity to learn

Who should join the Program?

All employees should join the Program and gain immediate access to the ARPM Lab.
Then, each quarter, each employee evaluates whether

(s)he can attend (parts of) the Quant Bootcamp
(s)he can attend (parts of) the Certificate

How do I register for the Program free of charge?

Click your company's name in the dropdown menu at the top of this page and follow the prompts.

How do I join the Quant Bootcamp/Certificate free of charge?

Please contact us at trainer@arpm.co to secure your spot, free of charge.

Is the Certificate in Class mode?

Yes. The Class mode requires a commitment of ~4 hours/week for 5 months, but you can switch to Self-paced mode anytime.

When are the Certificate live classrooms?

To see the detailed schedule, create your free account by following “Go to your company's registration page” at the top of this page.

Also, see the FAQs about the Quant Bootcamp, and the Certificate.