Data Science Training Program

Striving to gain market-oriented knowledge and skills to jumpstart your career in IT? Apply for this program and shape your professional path with EPAM experts.

Details

If you are eager to thrive in the data-driven world and master one of the most trending professions, then this expert-led program is what you need.

By participating, you will have the opportunity to:

• Gain a strong foundation in software engineering
• Dive deep into statistics and data analysis
• Learn regression, classification and clustering techniques
• Explore deep learning and neural network basics

After completing this program, high-performing candidates may be offered opportunities to further their learning based on their level, skills, and available positions at EPAM.

Training process 

The program consists of two stages:

• The first one lasts 3 months and requires ~12 hours of weekly engagement. You will explore self-study materials, complete assigned tasks and discuss your questions with our mentors at regular weekly Q&A sessions.
• If you show good results in the first stage and successfully pass a technical interview, we will invite you to the next stage. It usually lasts 3.5 months and requires ~20 hours of weekly engagement. You will join one of the proposed mentoring programs: Computer Vision, Natural Language Processing, ML Engineering, Time Series or Recommendation Systems.

What is required for training:

• English level B2 or higher
• Proficiency in mathematical analysis (main topics of derivatives, integrals, extrema of functions in multidimensional real space)
• Skills in linear algebra (vectors, matrices, tensors, linear equations, eigenvalues and eigenvectors, quadratic forms)
• Knowledge of probability theory (definition of probability, conditional probability, Bayes theorem, expectation)
• Command of statistics (basic concepts, hypothesis testing, concept of likelihood, estimation of distribution parameter)
• Understanding of basic optimization concepts and methods (stationary points, Lagrange multipliers, gradient descent)
• Knowledge of data structures and algorithms (sorting algorithms, algorithm complexity)
• Familiarity with Python fundamentals (NumPy and Pandas in particular) 

Please read this info before registration

• This training is for citizens of Poland and specialists relocated to this country for permanent stay. 
• The program start date may change, so the selection period may be adjusted accordingly. Please regularly check for updates on this page and via email. 
• Active participants of trainings available on the training.epam.com platform and EPAM Systems Company Employees are not allowed to register for the training. Please, contact your manager regarding the positions available.
• Considering the limited number of program slots, the application order and assessment results will be decisive factors for being enrolled.