Applied Conformal Prediction

New
·

3 Weeks

·

Cohort-based Course

Learn about, deep dive into and get hands-on experience with Conformal Prediction techniques for quantifying uncertainty in machine learning

This course is popular

10 people enrolled last week.

Course overview

What you will learn

Joining the 'Applied Conformal Prediction' course will propel students beyond mere comprehension of machine learning concepts to mastery in applying Conformal Prediction techniques. This transition empowers students to elevate the reliability and interpretability of their machine learning models, thereby enhancing the trustworthiness and effectiveness of their AI solutions in real-world, industry-specific scenarios.


Engage in collaborative learning within a supportive cohort of fellow students. Through sharing feedback, exchanging ideas, and fostering lasting connections, participants will benefit from a dynamic and enriching educational experience.

Who is this course for

01

Intermediate-level machine learning practitioners seeking to broaden their skill set with advanced techniques in uncertainty quantification.

02

Data scientists and analysts in industries where precision and reliability of predictions are crucial, such as finance, healthcare etc.

03

Machine learning engineers looking to implement more transparent and trustworthy models in their applications.

What you’ll get out of this course

Master Conformal Prediction, a very popular and fast-growing machine learning framework for uncertainty quantification

By the end of the course, students will be able to comprehend the principles of Conformal Prediction and its significance in fostering the development of reliable AI systems.

Apply Conformal Prediction to maximize the effectiveness of your solutions

Discover how to enhance your machine learning models with Conformal Prediction. You'll learn to apply this technique for more reliable and interpretable predictions, equipping you with the skills to improve decision-making and solution effectiveness across various industries.

Learn about, differentiate between and apply various Conformal Prediction frameworks.

Navigate the landscape of Conformal Prediction frameworks in our focused course. Gain the ability to distinguish between, understand, and effectively apply different Conformal Prediction methods to elevate the precision and trustworthiness of your machine learning models.

This course includes

7 interactive live sessions

Lifetime access to course materials

7 in-depth lessons

Direct access to instructor

Projects to apply learnings

Guided feedback & reflection

Private community of peers

Course certificate upon completion

Maven Satisfaction Guarantee

This course is backed by Maven’s guarantee. You can receive a full refund within 14 days after the course ends, provided you meet the completion criteria in our refund policy.

Course syllabus

Expand all modules

    Meet your instructor

    Valeriy Manokhin

    Valeriy Manokhin

    PhD, MBA, CQF

    Valeriy Manokhin is a recognized expert in machine learning, with a special focus on conformal prediction.

    His academic journey led him to earn a PhD under the mentorship of Professor Vladimir Vovk, a pioneer of conformal prediction. Valeriy is the force behind "Awesome Conformal Prediction", the go-to GitHub resource with over 3,300 stars, and his research has been published in leading machine learning journals, accumulating over 220 citations.


    Beyond academia, Valeriy stands out as a Data Science leader and innovator, having delivered significant value to multinational corporations and consultancy clients. His unique blend of business acumen and technological expertise, supported by a PhD in Machine Learning and advanced STEM education, has driven multimillion-dollar savings and operational transformations.


    An author and a scholar, Valeriy's contributions extend to being an invited reviewer for prestigious machine learning publications and conferences. His book, "Practical Guide to Applied Conformal Prediction," is a vital tool for professionals aiming to harness Conformal Prediction in their applications.


    With a deep commitment to advancing the field, Valeriy curates the most comprehensive open-source repository on Conformal Prediction "Awesome Conformal Prediction".


    His work is a testament to his dedication to enhancing uncertainty quantification methods in the industry.

    A pattern of wavy dots
    Join an upcoming cohort

    Applied Conformal Prediction

    Cohort 1

    $750 USD

    Dates

    May 6—25, 2024

    Application Deadline

    Apr 30, 2024
    |

    Bulk purchases

    Course schedule

    4-6 hours per week
    • Monday & Wednesday

      17:00pm - 19:00pm BST


    • Weekly projects

      2 hours per week


    Learning is better with cohorts

    Learning is better with cohorts

    Active hands-on learning

    This course builds on live workshops and hands-on projects

    Interactive and project-based

    You’ll be interacting with other learners through breakout rooms and project teams

    Learn with a cohort of peers

    Join a community of like-minded people who want to learn and grow alongside you

    Frequently Asked Questions

    I work full-time, what is the expected time commitment?
    What happens if I can’t make a live session?
    What’s the refund policy?

    Stay in the loop

    Sign up to be the first to know about course updates.

    A pattern of wavy dots
    Join an upcoming cohort

    Applied Conformal Prediction

    Cohort 1

    $750 USD

    Dates

    May 6—25, 2024

    Application Deadline

    Apr 30, 2024
    |

    Bulk purchases

    $750 USD

    3 Weeks