Innovative and ever-evolving data sets and critical data structures have compelled businesses and corporate organizations especially those dealing with digitalized systems and operational structures to master data science methodologies and techniques to deal with large volumes of data and conduct their effective processing and management. In today’s technological scenario, data science has garnered a resounding significance and recognition to aid organizations and industries in overcoming data-oriented challenges. It enables such industries to enhance market competition by improving their key metrics. In this article, we have listed such top data science courses in China highlighting their significant features and core structure and exploring their placement assistance and project learning.
Needless to mention, data science has aided in better product management aligning it to customer requirements with better accessibility and functionality. It has also empowered structures to communicate effectively with the audience to form deeper connections along with increasing the digital versatility of industries.
Many companies are also in need of expert and skilled data scientists and experts assisting in conducting data management. Such learners can look forward to the top data science institutes in China offering data science programs with specializations.
Definition of Data Science and the Principle Components of the Domain
Data science is a broader and more advanced domain of data analytical learning and processes where it combines the concepts and practical methodologies of other academic domains like computer science and software technology, statistical analysis, advanced mathematical learning and computation, information sciences, and communication technology.
It is defined as a multi-disciplinary academic and professional practice field applying all the key data analytical components and fundamentals for conducting systematic data research and solving critical problems.
Data science is a domain that has its lifecycle process with step-by-step practices from data collection, data manipulation, evaluation, sampling, visualization, and communication through exploratory techniques.
Data science components form significant features of data science learning and practices enabling scientific and systematic data evaluation.
Such key components include machine learning practices, statistics and probability learning, programming languages like R and Python, Scala, SQL data querying, tableau, and more.
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Data Scientist Vs Data Analyst: Similarities in Their Roles and Job Responsibilities
Data scientists and data analysts are very closely related to each other as both of them deal with critical and large data sets and structures and evaluate them to transform them as per industrial and business requirements.
Data scientists are the ones who are experienced data analysts with years of experience in data analysis and data manipulation and have in-depth knowledge and comprehension of collecting and pre-processing data structures which are subjected to scientific analysis and research with hypothetical testing and solutions.
They mainly focus on the application of advanced algorithms in data modeling and also conducting prediction analysis to sort and derive information from data sets with the aid of advanced tools and software like SQL, machine learning, deep learning, natural language processing, and more.
Data scientists, apart from having the technical skills also are expected to have non-technical skills like relevant business knowledge and acumen, critical and analytical thinking, problem-solving, and more.
Data analysts on the other hand mostly work with historical and existing data sets conducting in-depth analysis and generating reports based on the analysis solving business-oriented questions and problems.
Data analysts use statistical techniques and software technology whereas data scientists use programming languages like Python for data manipulation and modeling along with other relevant fundamental elements like ML, SQL, and more.
Both data scientists and data analysts have educational backgrounds in mathematics, statistics, and information technology with knowledge of tools and analytical software. Thus, both data scientists’ and data analysts’ job roles and responsibilities overlap each other in many aspects.
Essential Educational Qualifications and Skill Sets Required in Data Science
The Data Science domain is a research-oriented and academic learning field with the amalgamation of other domain knowledge, therefore to be a data scientist, the candidate must have a bachelor’s or master’s degree in Statistics, advanced mathematical learning, computer science and software learning, information science and other relevant technical knowledge like that of programming languages like Python, R programming, Scala and SAS with other skill sets.
A candidate can also consider enrolling in advanced diploma courses and post-graduate programs in data science and analytics offered by various institutes and online platforms to get acquainted with the components of this domain and its principles involving SQL querying and deep learning, supervised and unsupervised machine learning practices, linear algebra and algorithms, tableau, Python, Power BI, NLP and more.
They must also learn and acquire essential data science skills and practices involving techniques of data manipulation, data modeling, and predictive analysis, data visualization using graphs, charts, and dashboards, data cleaning, data evaluation, and more. Thus, any candidate can foray into this domain with such skills and knowledge.
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Here’s a List of the Top 10 Data Science Courses in China
1. IIM SKILLS:
IIM SKILLS is an emerging and globally renowned educational brand with quality and extensive tool-based learning of various technical courses and programs in domains of finance, marketing, analytics, and many more having a global presence in Asia and the Middle East and is known to train more than 45k learners globally.
- Course Name – Data Science Course
- Course Fee – 6469 CNY
- Duration – 11 Months Of Training + 2 Months Of Guaranteed Internship
Course Highlights
| Course Benefits | |
|---|---|
| Industry Affiliation | |
| International Accreditation | |
| Latest Tools Covered | |
| Case Studies & Projects | |
| Placement Assurance | |
| 1-on-1 Mentoring | |
| Module Specific Professors | |
| Online Live Classes | |
| Mandatory Internship |
The institute established in 2015 has evolved over the years to have a curriculum that is aligned with par latest trends and technologies making it one of the top data science institutes in China.
It is offering an MBA degree program in data science specialization covering all the major components of the domain starting from statistics, ML, and SQL to deep learning and NLP with practical assignments, live mentorship, and various other new age features.
The course has internship opportunities for learners and is approved by MSME making it one of the best data science courses in China.
- Statistics modules with theory on probability, SND, random variables, and more
- ML and AL involve deep learning, regression, classifiers, and more
- SQL techniques having commands, statements, and RDBMS, etc
- Tableau modules for data calculated fields, data manipulation, etc
- Power BI with a query editor, DAX, data modeling, visualization
- Python language with arrays, loops, tuples, etc
- Alteryx tool for designing
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Contact: +919580740740, info@
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2. The Chinese University of Hong Kong:
The Chinese University of Hong Kong is a top-rated university known as one of the oldest and most reputed institutes in Hong Kong with global affiliations and industry accreditation offering a rich curriculum in diverse domains and course structures with undergraduate, and postgraduate degrees.
Established in 1963, the university has garnered relevant feedback from top platforms and offers great educational infrastructure making it one of the top data science institutes in China.
It offers a master’s program in data science and business statistics exploring all the analytical skills and principle areas of theoretical and practical business statistics and data science learning covering areas of R programming and Python, SAS, and more making it one of the top data science courses in China.
Course Features:
- Dedicated interactive training sessions
- Acclaimed faculty and mentorship
- Real-world learning curriculum
- Job assistance
- Certificate
- Capstone and relevant project work
Course Syllabus:
- Statistical learning with mathematics and probability modules
- Operations management modules involving DBMS
- Decision Science and Data Research Curriculum
- Big data technology and decision making curriculum
- Machine learning with variables, classification clustering, etc
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3. New York University Shanghai:
New York University Shanghai is a reputed Sino-US and top research-oriented university with global networking and affiliation offering innovative teaching and educational learning programs and course structures with best-in-class research opportunities and certification modules.
The university has top programs with inter-cultural learning and quality content with top faculty support making it one of the best data science institutes in China.
It offers a data science program with an undergraduate curriculum involving modules and computerized learning with data variables structuring and management involving top modules in statistics, algorithms, machine learning, information visualization, mathematical statistics, and more making it one of the sought-after data science courses in China.
Course Features:
- Interactive learning and quality training
- Globally acclaimed mentors and guidance
- Real-life projects with companies
- Placement assistance
- Certificate
- Project
Course Syllabus:
- Introductory modules in computer and data science learning
- Statistical learning and probability for businesses
- Machine learning with data structures and algorithms
- Econometrics and information visualization
- Multi-variable calculus and linear algebra in data science
- Data science project and capstone work
4. The Hong Kong Polytechnic University:
The Hong Kong Polytechnic University is an accredited public university with a research-based curriculum in various top specializations with government funding having various course structures offering UG, PG, and doctoral course programs for candidates.
The university has holistic learning with global perspective modules and inert-disciplinary research methodologies making it one of the best data science institutes in China.
It offers a master’s in data science learning curriculum in data science and analytics specializations with the usages of statistical, mathematical, and computing mechanisms with optimization methodologies.
The course apart from imparting extensive learning in data science components also offers training in soft skills making it one of the top data science courses in China.
Course Features:
- 5 years full-time duration of learning
- Flexible and self-paced curriculum
- Total 30 credit points in the programme
- Quality faculty support and mentorship
- Certificate
- Real project work and exposure
Course Syllabus:
- Optimization methods in data science practices
- Statistical data mining and data science principles
- Deep learning with database systems
- Big data computation and learning curriculum
- Forecasting with time series techniques
- Statistical inferences and probability in data modeling
- Advanced analytics with NLP curriculum
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5. Monash University, Malaysia:
Monash University Malaysia is a top-rated learning institute with 37th global rank in QS world university rankings with excellence in educational courses and programs offering higher learning and certification modules with diverse specializations equipping candidates for new age learning.
The university has reputed research and infrastructure making it one of the top data science institutes in China. It offers a master’s program in data science enabling learners to explore the potential of various data variables and use them to solve real-life problems and apply them in technology modules, business solutions, and more.
The course has components of pre-processing and data visualization learning along with data handling and course work making it one of the top data science courses in China.
Course Features:
- 2 years of full-time learning duration
- Total 96 credit points in the program
- Dedicated modules with practical work
- Industry-based experts and mentors support
- Placement assistance
- Certificate
- Project and capstone modules
Course Syllabus:
- Database introduction and applications
- Python and algorithm structures in programming
- Data architecture with computer science and networking
- Applied mathematical modules in data science learning
- Exploration, data wrangling, and visualization curriculum
- Machine learning with data processing methods
- Project management and AI programming
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6. Digi Perform:
Digi Perform is a top-notch industry-aligned and technological academic courses provider with quality content modules in various courses and learning program structures especially designed by professionals in this domain enabling learners to get wholesome support and knowledge.
The platform has leading industry and corporate collaboration for career guidance and practical curriculum in various specializations making it one of the top data science institutes in China.
It offers a master’s program structure in data science learning with advanced analytics modules and a curriculum structure having live sessions and theoretical learning of ML, AI programming, and other relevant modules making it one of the best data science courses in China.
Course Features:
- Total 11 months of training program
- 75+ live curriculum assignments
- Database management learning with top tools like Git Hub, Mongo DB, and more.
- Industry expert instructors and guidance
- Certificate
- Job assistance
Course Syllabus:
- Applications of data science concepts and their essential elements
- Advanced Excel curriculum involving sorting, securing data structures, file handling, statements, etc
- Statistics analysis with data variables, sampling techniques, etc
- Descriptive Stats in data science with variance, plotting, etc
- Machine learning techniques with AI curriculum
7. 360 Digi TMG:
360 Digi TMG is a software-based educational platform offering government-aided courses and program structures having affiliation with bodies like NASSCOM helping learners gain in-depth learning and training in multiple domain concepts and practices of their choice.
The platform has unique modules in analytics, full stack, and data science making it one of the best data science institutes in China.
It is offering a certificate module in data science specialization including core modules in business intelligence practices, NLP along with programming languages like Python and R language.
The institute offers significant placement guidance with access to its resources portal making it one of the best data science courses in China.
Course Features:
- Total 184 hours of interactive sessions
- Hybrid with a flexible curriculum
- Capstone practical projects
- Job assistance
- Certificate
- Top tools with 150 hours of extensive sessions
Course Syllabus:
- Python programming lessons and application
- SQL learning with command joins, and more
- Business data comprehension and techniques
- Data mining and segmentation techniques
- Association rules and Power BI tools learning
- Data pre-processing and ML rules
8. Imarticus learning:
Imarticus Learning is a premier academic and top educational institute having in-class and also practical curriculum in various specialized learning and certification modules having world-class learning infrastructure and faculty structure enabling learners to have extensive learning experience.
The institute incorporates modules from top global universities and institutes making it one of the sought-after data science learning institutes in China.
It offers a post-graduate curriculum in data science learning with certification modules having Excel modules, programming with basics and advanced learning, and machine learning along with relevant project work and case studies making it one of the top data science courses in China.
Course Features:
- Total 6 months of extensive learning and training duration
- More than 300 hours of extensive lecture sessions
- 10 + top data analytical tools application
- Data projects and webinars
- Certificate
- Job support
Course Syllabus:
- Programming with basic and advanced modules with expressions, data variables, lists, etc
- Advanced Excel with charts, functions, etc
- SQL query with joins, commands, manipulation techniques, etc
- Machine learning methodology having clustering, classification, etc
- Python library application
- Capstone project
9. Techno Master:
Techno Master is another top and industry-accreditated technical and software learning platform offering relevant learning infrastructure and top modules in the domains of marketing, full stack development, finance, analytics, and data science.
The institute developed in 2001 has emerged to be a well-known certification medium making it one of the sought-after data science learning institutes and centres.
It offers a data science certificate course structure that is affiliated with industry standards having around 13 extensive modules in data science concepts and practices.
The program has projects and industry assignments with real-time sessions and application of tools making it one of the top data science courses in China.
Course Features:
- 13 modules with live sessions
- Dedicated mentor assistance
- Real-world data projects
- Certificate
- Job and resume support
- Internship
Course Syllabus:
- Data wrangling, data science basics
- Machine learning for predictive data analytics, regression, and more
- Advanced statistics learning with linear algebra. Probability etc
- Python programming packages and library
- Recommendation systems and AI curriculum
10. IOTA Academy:
IOTA Academy is a pioneering institute with an online curriculum and training sessions enabling learners to opt for flexible learning in a variety of courses and program structures in domains of data engineering, business intelligence, marketing, analytics, and data science practices.
The institute is known for its relevant practical projects and exposure learning making it one of the top academic institutes for technical certification.
It offers a data science certificate and diploma course structure having extensive application learning of core concepts and practices of data analytics with statistics and mathematics curriculum and other problem-solving skills development making it one of the top data science courses in China.
Course Features:
- Total 8 months length of module
- Live projects and interaction curriculum
- Nontechnical skills training
- Placement modules and cell
- Certificate
- Free classes on soft skills
Course Syllabus:
- Advanced mathematics and statistical analysis with optimization techniques, sampling, etc
- Excel modules having data formatting, functions, etc
- Python language with operators, strings, arrays, etc
- Machine learning practices with supervised learning, regression, etc
- Looker studio module has big data query and analysis, data blending
FAQs
1. Can data science programs in China be availed by freshers and beginners?
Ans: Yes, data science programs in China are very much suitable for beginners in this domain of data science and practices.
2. Do the data science courses in China have industry-based real-world projects?
Ans: Yes, most of the data science programs in China have curricula for real-world projects based on companies and industrial models along with case studies also.
3. What are the career opportunities after pursuing data science courses from the top data science institutes in China?
Ans: The data science career paths after graduating from the top data science learning institutes in China include that of data scientist, big data engineer, data architect, machine learning specialist, AI programmer, business analyst, and many more.
4. What are the top skills required to become a professional data architect?
Ans: The top skills required to be a data architect include expert knowledge and practice of data science tools with data modeling, data evaluation, visualization and exploration techniques, and other related skills.
Conclusion:
Therefore, data science has become a demanding domain and professional field with distinct practices and conceptual applications for managing and evaluating large data sets produced through various sources. For data enthusiasts, the above-mentioned data science courses in China will be an excellent learning and certification platform with real-world data science practices and conducting data research by learning its various components.
