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Data Science

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.
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Pricing
Free
Program start
November
Type
Training
Language
English
Duration
30 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.

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 the basics of deep learning and neural networks 
  • Join one of our mentoring programs in specialized Data Science domains 

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.

Please note that the program start date may change. The selection period will adjust accordingly. Please check the program details frequently.
Data Science
Data Science is a promising IT area that lies at the intersection of math, statistics, programming and domain expertise and helps get valuable data insights.
More about this skill
direction
Training process

The program is designed to guide you through two engaging stages: 

  

Stage 1: Fundamentals (3 months with ~12 hours per week) 

In this stage, you'll build a strong foundation in Data Science. Here's what to expect:  

  • Weekly learning. Explore video lessons and self-study materials, then practice through tasks and tests – all within set deadlines to ensure steady progress. 
  • Mentor guidance. Submit your weekly practical assignments for feedback and approval from expert mentors.  
  • Interactive support. Join weekly group Q&A sessions with professionals to discuss questions and deepen your understanding.  

Perform well to pass the technical interview and advance to the next level! 

 

Stage 2: Specialization (3.5 months with ~20 hours per week)  

This stage is all about taking your skills to the advanced level with a more intensive approach. You will join one of the proposed mentoring programs:  

  • Computer Vision  
  • Natural Language Processing 
  • Machine Learning Engineering 
  • Time Series 
  • Recommendation Systems 
  • By the end, you'll acquire job-ready skills to tackle real-world data challenges confidently.    
What is required for training:
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  • Second-to-last or final year university students and recent graduates 
  • Individuals aged 18 years and older 

Skills requirements: 

  • English level B2 (Upper-Intermediate) 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) 
How to get started?
  1. 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.
  2. Specify your interest in this program in your profile's "Additional information" section. Please indicate the reasons for choosing this training and your expectations.
  3. Take an English test available in your profile. You should complete it within 5 days after registration (but not later than September 24, 09:00 AM) and reach the B2 English level result or higher to proceed.
  4. Pass an entry technical test available in the "My enrollments" section. You should take it within 5 days after registration (but not later than September 24, 09:00 AM) and reach a minimum score of 60% upon completing two parts of the test.
  5. Communicate with a recruiter by phone. We will contact you within 1-3 weeks after you pass all tests to ask some general questions and guide you through the next steps.
  6. Pass an online technical exam on October 8. The date and time will be the same for all participants and be provided to you in a separate email.
  7. Receive an invitation to the program. We will inform you of the enrollment results and share further instructions for your learning journey during 1-2 weeks after the technical exam.


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: Fundamentals (3 months with ~12 hours/week)
Stage 2: Specialization (3.5 months with ~20 hours/week)
What do we offer?
  • Industry-based education. As a leading software engineering company, we will help you explore emerging technologies and best practices that the market demands.   
  • Top-notch learning materials. Our Data Science specialists with extensive project experience have designed and tested the educational content in numerous training runs.   
  • Practice-oriented approach. This comprehensive program focuses on providing you with hands-on experience and practical application of the concepts learned.   
  • Deep dive into the specialization. Our graduates become highly skilled specialists ready to face complex technical challenges and work with the world's leading clients.   
  • Support from experienced mentors. We will guide you at all training stages, covering your open questions and sharing feedback on assigned tasks.   
  • Career advancement. Upon successful completion of both fundamentals and specialization stages, we will consider you for open positions based on your demonstrated skills and available opportunities at EPAM. 
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 campus.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.
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