Ukraine
Data Science
Dreaming of a career in Data Science and looking to acquire the latest knowledge and skills to kickstart your journey? This program offers the chance to learn from top mentors worldwide and pass the interview to join EPAM team.
Pricing
Free
Program start
November
Type
Training
Language
English
Duration
34 weeks
Format
Online
Level
Fundamentals
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. For 3 months of intensive learning, you will explore self-study materials, complete tasks, and engage with mentors at Q&A sessions.
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
If you show good results and successfully pass a technical interview, you can join the next stage and immerse into one of the mentoring programs: Computer Vision, Natural Language Processing, ML Engineering, Time Series or Recommendation Systems.
What is required for training:
- 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)
- Knowledge of Python with fundamentals of numpy and pandas in particular
- English level B2 (Upper-Intermediate) or higher
How to get started?
- Register on this page. Once you fill in all the required fields and attach the CV, you will find the confirmation with more details in your mailbox or notifications tab.
- Specify your interest in our program in the block "Additional information" in your profile. Please indicate the reasons for choosing this training and your expectations about it.
- Take an English test and an entry technical test that are available in your profile. You should complete them within 3 days after the registration and reach the B2 English level result or higher and reach a minimum score of 60% upon completing two parts of the technical test to proceed.
- Receive an invite for an interview with the recruiter. We will contact you within 1-3 weeks after you pass all tests to ask some general questions and guide you on the next steps.
- Pass an online technical exam. We will schedule it for a specific time on October 14th that will be the same for all participants and will be provided to you in a separate email.
- Receive an invitation to the program. We will inform you of the enrolment results and share further instructions for your learning journey during 1-3 weeks after the technical exam if you are admitted.
Please check your profile's mailbox regularly to make sure you get all important notifications.
What will you learn?
Our training program embraces two stages, offering an enriching learning experience.
Stage 1 (3 months)
Stage 2 (3.5 months)
Useful links
Use our recommended materials in the blog to prepare for the selection tests:
Data Science
November · 34 weeks
Training · Online
English
Fundamentals
Ukraine
Free
Have any questions? Contact us
Contact Center UA
Additional information
- This educational program is available to citizens of Ukraine currently residing in Ukraine.
- Only those who have completed their university studies or are in their final year and have a mathematical background can apply for this training process.
- 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.
- This external course is not available for current participants of EPAM Campus and EPAM employees. Feel free to contact your Training Coordinator or Resource Manager regarding other opportunities.
- Considering the limited number of places in the group for this program, the selection results will be decisive factors for being enrolled.
- The organizers reserve the right to reject the candidate at any preparation stage without additional explanations and obligations.