Most businesses and top global organizations are obsessed with big data structures as it is serving as a prime and key performance metric in terms of customer behavior learning, improving their services through technological and digital enhancement, and increasing visibility and effective marketing of end-to-end products and services. To better gauge and comprehend such data-driven performance as well as market expectation, the company must draw significant analytics and data insights which are conducted by the overall process of data analytics and hence aid in decision-making, aligning company goals and objectives accordingly, promotion of services and digital products. So, we will discuss such top data analytics courses in Russia and comprehend their prospects.
Thus, data analytics has become a popular field and practice with high dependency shown by top corporate firms and business structures. It has expanded to global outlets making significant academic and professional impact in different countries.
In this article, we will deal with such data analytics learning and professional opportunities in Russia which offers advanced program structures in this field. Some top and leading data analytics institutes in Russia are offering chances for candidates to enroll in their programs.
Conceptual Meaning of Data Analytics and Its Significant Applications
Data Analytics is the practice and methodology of conducting high-end analysis of complex and large data structures and model sets derived from multiple digital sources and servers and extracting meaningful and useful information and encrypted data statistics that aid companies and organizations in decision-making and strategy development.
It conducts rigorous computational and statistical examination and evaluation of mostly raw data structures collected through known and unknown sources and transforms them into processed models through efficient analytical procedures.
Most of the data structures undergone in the process of advanced analytics have algorithmic significance as the process of data analysis is conducted through computational and regression analysis along with algorithm deployment having variables and multiple data types.
Data analytics find numerous applications and domain usage through its new-age technological and statistical significance.
In the domain of education and academic learning, data analytics is used to enhance the learning experience through technologically advanced study and administrative curriculum by collecting data from learners and developing statistics based on their learning preferences.
Even in the social media domain of management of high-end content, data analytics models are highly useful as they give significant insights into search engine optimization results and web page ranking statistics.
Similarly, in the domain of digital marketing and advertising, data analytics has high significance since online content development is based on data to increase conversion rates and produce relevant outcomes.
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Highlighting the Essential Steps and Procedures in the Data Analytics Process
Data Analytics as discussed is an advanced data analysis procedure subjecting data structures through a range of complex and comprehensive processes to derive information and important analytics of changing data behavior and patterns over time.
Since data analytics is a rigorous process; it involves several stages or sequential processes that lead to finding outcomes and desired output.
Firstly, it involves identifying the research question and the hypothetical problem to meet the expected outcome and effective solution by communicating with stakeholders or businesses desirous of having specific data results or data-based solutions to the problem.
Secondly, the data professional must conduct data collection or prepare large-end and high-tech data structures which can be in raw or unprocessed form to finally subject them to processing techniques and store them subsequently for further usage.
Some most common sources of obtaining such large-end data structures include third-party data sources like servers, surveys, portals, and different forums.
The next and obvious step in data analytics is data cleansing and processing which is a significant step since it involves the removal of unwanted data structures and data irregularities in model structure to preserve data integrity and data quality subjected to further analytical processes.
The step also checks for data originality and any minor duplicity is removed in this step. The next and crucial stage is analyzing data models through in-built syntaxes and functions through the application of programming languages in data science like Python or R and SQL and machine learning techniques to derive essential source information encoding data models.
Once data structures are evaluated and analyzed, and then they are subjected to data visualization representing data findings through graphical interpretation, charts, and dashboards.
Such data models are being communicated for business ends finding applications in business development and construction of their products and services. Thus, the data analytics courses in Russia offer some dynamic course structure in the domain.
Here’s a List of Top 10 Data Analytics Courses in Russia
1. IIM SKILLS:
IIM SKILLS is a trusted educational and certification brand with MSME collaboration offering courses with world-class learning infrastructure and detailed curriculum training learners across different cities in Asia having a global presence and recognition.
The institute established in 2015 provides a quality learning experience with enriching programs in financial modeling, marketing, analytics, and data science along with many others making it a top-ranked learning institute.
It offers a data analytics course program with assured internship and live project training covering statistical concepts, python learning, and other significant data analytics processes.
The course is a top-ranked program covering essential tools like Python, SQL, tableau, Alteryx, etc making it one of the sought-after data analytics courses in Russia.
| Module Name | Important Topic |
|
Module 1: Basic and Advance Excel
| Introduction to Data Handling |
| Data Manipulation Using Functions | |
| Data Analysis and Reporting | |
| Data Visualization in Excel | |
| Overview of Dashboards | |
|
Module 2: Visual Basic Application
| Introducing VBA |
| How VBA Works with Excel | |
| Key Components of Programming Language | |
| Programming Constructs in VBA | |
| Functions & Procedures in VBA | |
| Objects & Memory Management in VBA | |
| Error Handling | |
| Controlling Accessibility of Your Code | |
| Communicating with Your Users | |
|
Module 3: SQL
| Basics RDBMS Concepts |
| Utilizing the Object Explorer | |
| Data Based Objects Creation (DDL Commands) | |
| Data Manipulation (DML Commands) | |
| Accessing Data from Multiple Tables Using SELECT | |
| Optimizing Your Work | |
|
Module 3.1: SQL Server Reporting Services
| Basics of SSRS |
| Creating Parameters | |
| Understanding Visualization | |
| Creating Visualization Using SSRS | |
|
Module 3.2: SQL Server Integration Services
| Understanding Basics of SSIS |
| Understanding Packages | |
| Creating Packages to Integrate | |
| Creating Project Using SSIS | |
|
Module 4: Power BI
| Introduction |
| Data Preparation and Modeling | |
| Data Analysis Expressions (DAX) | |
| Reports Development (Visuals in Power BI) | |
|
Module 5: Data Analytics Using Python
| Introduction to Basic Statistics |
| Introduction to Mathematical Foundations | |
| Introduction to Analytics & Data Science | |
| Python Essentials (Core) | |
| Operations with NumPy (Numerical Python) | |
| Overview of Pandas | |
| Cleansing Data with Python | |
| Data Analysis Using Python | |
| Data Visualization with Python | |
| Statistical Methods & Hypothesis Testing | |
|
Module 6: Tableau
| Getting Started |
| Data Handling & Summaries | |
| Reports Development (Visuals in Tableau) | |
|
Module 7: R For Data Science
| Data Importing/Exporting |
| Data Manipulation | |
| Data Analysis | |
| Using R with Databases | |
| Data Visualization with R | |
| Introduction to Statistics | |
| Linear Regression: Solving Regression Problems | |
|
Module 8: Alteryx
| Overview of the Alteryx Course and Fundamental Concepts |
| Using the Select Tool to Rename Fields, Change the Data Type | |
| Understanding the User Environment and Alteryx Settings | |
| Filtering Data/Data Processing | |
| Blending/Joining Data from Different Sources | |
| Data Cleansing | |
| Impute Values | |
| Random Sample |
Course Features:
- 6 months of total learning duration
- High-end tool curriculum
- Master certification
- 24*7 support
- 160+ hours of interactive learning classes
- 100+ hours of practical training
- Placement support
- Internship guarantee
Course Details:
Course Name – Data Analytics Master Course
Fee –52233.90 RUB +18% GST
Duration – 6 Months
Contact Information:
Phone: +91 9580740740
Email: info@iimskills.com
Website: iimskills.com
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2. Novosibirsk State University:
Novosibirsk State University is a top public university in Russia having research-based learning and degree programs in all specializations having an integrated learning curriculum with education and scientific knowledge.
The university is a top-ranked educational institute with master’s, bachelor’s, specialized, and residency programs making it one of the sought-after data analytics institutes in Russia.
The university is offering a specialized AI and big data analytics course program with project training sessions and an innovative learning approach incorporating the application of ML and data science methods in real-world projects along with planning and management.
The course has tie-ups with leading companies and corporate agencies for placement making it one of the top-rated data analytics courses in Russia.
Course Features:
- 2 years full-time program
- English as the language of instruction
- Real-world projects and practical learning
- Career-oriented modules with placement support
- PhD opportunities in top universities
- Dedicated faculty team and members
- Internship
Course Syllabus:
- Business analytics and application modules
- Python programming curriculum
- ML including introductory and application modules
- AI and Big Data Analytics Methodology
- Operations research and cryptography techniques
- AI learning structure
- Seminar
3. Petersburg University:
St. Petersburg University is one of the oldest and research-oriented public universities in Saint Petersburg, Russia established in 1724 having prestigious and renowned accreditation globally offering top-notch degree courses and programs in streams of engineering, science, and arts along with professional certification modules.
The university has a high rating in QS university rankings and, Academic Ranking of World universities making it one of the sought-after data analytics institutes in Russia.
The university is offering a master’s degree program in Business analytics and big data typically for candidates having a strong technical background with big data processing tools and management learning with IT projects handling.
The course is a high-tech program module having accreditation of AACSB and EQUIS with double certification making it one of the best data analytics courses in Russia with placement.
Course Features:
- 2 years of full-time learning
- Top industry professors and mentors
- Cloud-based learning technology
- Double degree certification
- Enhanced practical modules
Course Syllabus:
- Statistical python learning
- ML and big data analysis and data governance
- IT project management module
- Strategic analytics with product decision-making
- Performance management curriculum
- Tech start-up designing and deep learning modules.
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4. Yandex School of Data Analysis:
Yandex School of Data Analysis is one of the leading and top-quality data analytics courses in Russia catering to a wide range of data learning program structures and modules based on advanced data analytical practices and methodologies with the latest tools curriculum.
The institute offers similar programs in machine learning development, big data infrastructure modules, data analysis in applied sciences, and more with certification in each module.
It offers a data science course program with flexible learning schedules, curated modules from international data scientists and experts in this domain, real-world exposure tasks, and a practical curriculum.
The course has tied up with leading educational organizations having a scientific research approach thus making it one of Russia’s best data analytics courses.
Course Features:
- 2 years full-time program
- Diploma degree certificate
- Theories with lectures and practical sessions
- Qualified data experts as mentors
- Final assessment test
Course Syllabus:
- Algorithms and data structure learning
- Machine learning optimization module
- Deep learning and neural curriculum
- Fundamentals of statistical learning and analysis
- Convex Analysis module
- Project work module
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5. HSE University:
HSE University also known as the National Research University with Higher School of Economics is a top and renowned public university in Moscow, Russia known to be the first institute in Russia offering UG and PG degree curriculum with top university ranking making it one of the best data analytics institutes in Russia.
The institute offers training courses in economics, social sciences, biotechnology, data science and analytics, law, and multiple other domains with quality faculty structure.
It offers an integrated master’s program in data analytics for business and economics using big data technology learning for real-world solutions and developing business models making it one of the top-rated data analytics courses in Russia along with top faculty and placement assistance.
Course Contents:
- 2 years full-time learning duration
- English as the language of instruction
- Top accreditations
- Business experts and qualified trainers
- Real-world work projects
- Cross-functional learning
- Customer Analytics module
- Economics with data analysis and mathematical methods
- Project work curriculum
- Internship with top agencies.
6. Skillovilla:
Skillovilla is a top and accreditated online based course platform offering industry based course structures and programs with certification having recognized by top platforms like Forbes and other international portals.
The institute is known to be a skill-based knowledge platform with diversified course modules and program structures incorporating practical learning making it one of the top-rated data analytics institutes in Russia.
It offers a data analytics learning and study program with a problem-based learning approach covering top skills and concepts of data analytical practices and methodologies.
It is a certification course structure in data analytics and statistical methods with Python programming modules with an in-depth curriculum in programming applications making it one of the top data analytics courses in Russia.
Course Features:
- 22 weeks program duration
- Dedicated learning hours with sessions
- Qualified and experienced trainers
- Certificate
- Placement assistance
- Data importing and mining skills learning
Course Syllabus:
- Excel modules including pivot tables, operators, data modeling, cleansing, loops, ranges, functions, etc
- SQL techniques with playgrounds join statements, aggregation functions, conditional statements, etc
- Case studies and structured problem-solving methods involving probability, innovation frameworks, hypotheses learning, data variability, business funnel processes
- Data visualization techniques with Power BI application, DAX models, data transformation processes, and more.
7. Simplilearn:
Simplilearn is a renowned digital and e-learning course and study platform with accreditated learning and certification in diverse domains and technical specializations with expert-led instructors and mentors having essential course outcomes and placement opportunities.
The platform offers quality training and IBM-led certification courses with industry-oriented learning techniques and enhanced infrastructure making it one of the best data analytics institutes in Russia.
It offers a data science certification course program covering all advanced analytical tools and software like Pandas, NumPy, SciPy, and advanced Microsoft Excel and its application in data analytical methodologies.
The course structure follows the modules standard of leading tech company, IBM with hands-on practical modules along with detailed theories in each domain making it one of the top data analytics courses in Russia.
Course Features:
- IBM-led certification
- Dedicated course learning hours
- Real-world data project modules
- Expert-led mentors and trainers
- Placement support
- Resume development
- More than 20 capstone projects and assignments
Course Syllabus:
- Business Analytics Learning introduction
- Formatting modules and functions
- Pivot tables learning in data analysis
- Dashboard modules and mechanism
- Business analytics with Excel structure
- Statistics with data analytical structures
- Power BI methodology
- SQL modules and business analytics
- Tableau training modules
- Capstone project work
8. Learnbay:
Learnbay is a pioneering academic and course certification institute with an online-based curriculum and program structure, industry-based learning practices, and best-in-class practical infrastructure for advanced learning and career development.
The institute has modules in DevOps, cloud computation, ML, and AI modules and programming along with expert trainers on each curriculum making it one of the top data analytics institutes in Russia.
It is offering a certification course in data analytics learning and practices in collaboration with corporate and data-driven firms and companies with project-oriented modules having program structures aligned as par Microsoft and IBM.
The course offers a flexible learning schedule for its learners with a knowledge curriculum in advanced data tools and technology making it one of the top-rated data analytics courses in Russia.
Course Features:
- 6 months of data analytics learning
- Internationally recognized certification
- Live learning sessions and interactive learning
- AI-oriented skills and expertise
- Placement support
- Reliable mentorship
Course Syllabus:
- Python programming modules with strings, decision making, data types, Numpy and pandas module
- ML and statistics with descriptive and inferential types, linear algebra, mathematics and computation, probability, etc.
- Data analytical tools modules with Mongo DB ecosystem, big data and Sparks tool, time series, tableau learning, and Power BI techniques.
- Advanced Excel learning with a workbook, functions pivot tables, toolbars, etc.
9. Analytix Lab:
Analytix Lab is a technical-based certification and software training platform with academic learning courses and professional training in the domains of finance, software testing, data analytics, data science, information technology, and more.
The institute has a high-end course structure with mentorship and placement benefits covering new-age learning technology modules and framework making it one of the cutting-edge data analytics learning platforms for global candidates.
It offers a data analytics course program with boot camp training and certification structure an industry-led course syllabus with an extensive curriculum in data learning having top and expert mentors guidance.
The course covers all the top data analytical tools learning and application with data modeling, mining, and other practices making it one of the top-rated data analytics courses in Russia.
Course Features:
- 10 months of total duration
- Bootcamp training benefits
- Live and real-world projects with tools
- Dedicated trainers and mentors
- Placement support
- Certification
Course Syllabus:
- Python for data analytics learning and statistical methods
- Modeling techniques with Python learning
- Different functions in the value proposition process of analytics
- Industry-oriented capstone project
- Application of data analytical learning
- Optimization techniques and their application
- Time series analysis and Hierarchical modeling process
- AI generative learning
10. Digital Vidya:
Digital Vidya is a digital learning and top-notch academic institute with quality course programs and an online-based curriculum having professional training programs and beginner-level course structures in domains of marketing, advertising, analytics, data science, information technology, and more.
This is one of the best data analytics institutes in Russia that is known to impart quality training to learners across the globe with placement assistance and live practical programs making it a top-rated data learning platform and institute.
It offers a data analytics course with Power BI, SQL learning, and an advanced Excel curriculum for data structuring data modeling, and evaluation along with visualization processes with top tools.
The course has an affordable fee structure with a quality curriculum and expert training sessions making it one of the best data analytics courses in Russia.
Course Features:
- 8 weeks of full-time learning
- Assignment modules in data analytics
- Mentorship from industry experts
- Placement assistance
- Certification
- Project work
Course Syllabus:
- Data analytics techniques with introductory lessons
- Data visualization curriculum with tools
- Excel learning with functions, sorting, and filtering techniques
- Conditions for data filtering with Excel
- Statistical learning with advanced Excel
- Power BI techniques and manipulation modules
- MS SQL and Access Mechanism
FAQs:
1. How to Grab Job Opportunities in the Data Analytics Field?
Ans: To get a job in data analytics, one must have a degree in statistics, mathematics, or information science along with data programming knowledge through courses.
2. Is Data Analytics a Part of Big Data Technology?
Ans: Yes, data analytics is very much a part and methodology of the big data technological process.
3. Is Prior Analytical Knowledge of Statistics Required in the Data Analytics Domain?
Ans: Yes, prior knowledge of statistical methodology and practices is required in data analytics since it is based on statistical knowledge.
4. What Are the Top Career Options After Finishing a Data Analytics Course From the Top Data Analytics Institutes in Russia?
Ans: The top career options after completing data analytics courses in Russia from the top data analytics institutes include that of a business analyst, database manager, statistician, big data architect, database administrator, ML developer, and much more.
Conclusion:
Therefore, in Russia, significant data learning platforms are catering to the huge industrial demand for data experts and analysts having top skills in the domain along with practical knowledge and data practices expertise. The huge data production across the country has led many professionals to consider data analytics as a top career option significantly involving certification learning and skill development. The above-mentioned data analytics courses in Russia are highly credible and hence a great option for data learning.
Vanthana Baburao
Currently serving as Vice President of the Data Analytics Department at IIM SKILLS......
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