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Undergraduate · 4 years

Big data analytics

Transform data into insights, predictions, and informed decisions. The program combines programming, mathematical statistics, machine learning, Big Data technologies, and data visualization. You'll learn to find patterns in large data sets and use them to solve real-world business and organizational problems.

Language
English
Tuition
from 1,479,000 ₸

About the program

Find patterns in data and turn them into solutions

The program trains specialists capable of working with data at all stages: from collection and storage to processing, modeling, and using the results to solve applied problems. Students receive fundamental training in mathematics, algorithms, and programming, mastering Python, big data technologies, data management, cloud solutions, and artificial intelligence. The program combines analytical training with an understanding of modern IT infrastructure, information systems, and enterprise architecture, enabling graduates to see not only individual data sets but also the entire information environment of an organization.

What you will learn

  • Program and develop software solutions
  • Use Python and libraries for data processing and analysis
  • Apply algorithms and data structures
  • Use mathematical and statistical methods when working with data
  • Collect and store large amounts of data
  • Process and model data
  • Manage the organization's data and information resources
  • Apply artificial intelligence methods
  • Use cloud technologies and develop cloud solutions
  • Analyze and design information systems
  • Understand the structure of IT infrastructure and enterprise architecture
  • Apply the results of data analysis to solve practical problems

Учебный план

Что вы будете изучать

From mathematics and programming to big data technologies, artificial intelligence and applied projects.

1 year

Mathematics and programming

  1. 01 Mathematics, programming and algorithms
  2. 02 Algorithms and data structures
  3. 03 Mathematical analysis
2 year

Analytical framework and Python

  1. 01 Discrete mathematics
  2. 02 Probability theory and mathematical statistics
  3. 03 Object-oriented programming
  4. 04 Web development
  5. 05 Introduction to Python and Libraries for Data Processing and Analysis
3 year

Data, cloud technologies and information systems

  1. 01 Big data collection and storage
  2. 02 Data and information management
  3. 03 Architecture and development of cloud solutions
  4. 04 Operating systems
  5. 05 Computer networks
  6. 06 Human-computer interaction
  7. 07 Information security and information protection
4 year

Big Data, Artificial Intelligence, and Solution Architecture

  1. 01 Big data processing
  2. 02 Data modeling
  3. 03 Artificial intelligence
  4. 04 IT infrastructure
  5. 05 Enterprise architecture
  6. 06 Systems analysis and design
  7. 07 IT Product Management

Career

Where graduates work

Data specialists are in demand in IT companies, banks and FinTech, telecommunications, industry, e-commerce, government organizations, and other sectors where large volumes of information must be collected, stored, processed, and used. This training allows for further development in the areas of Data Science, Data Engineering, Artificial Intelligence, Business Intelligence, Cloud Technologies, and Data Management.

  • Data Analyst
  • Big Data Analyst
  • Junior Data Scientist
  • Data Engineer
  • Data Management Specialist
  • BI Analyst
  • Information Systems Analyst
  • System Analyst
  • Junior AI Specialist
  • Cloud Solutions Specialist
  • IT Product Analyst

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