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Data Science and Big Data Analytics programs from top Universities
Top RatedData Science and Big Data Analytics From DY Patil University Online
4.7/5
UGC-DEB, AICTE, AIU, NIRF, WES, NAAC A++, ISO
₹ 1,25,000
Top RatedData Science and Big Data Analytics From Shoolini University Online
4.7/5
UGC, NIRF, NAAC, ISO
₹ 1,20,000
Online BCA in Data Science and Big Data Analytics Course Subjects/Syllabus
The online BCA data science and analytics curriculum can be different when you see it at different universities. However, the core idea of equipping you with all the latest topics in the field while keeping your basics strong remains the same at every university. Here is a list of subjects that you will study in the 6 semesters of this course.
|
Semester 1 |
Semester 2 |
|
Cultural Education 1 |
Cultural Education 2 |
|
Communicative English |
Language Paper 2 |
|
Language 1 |
Professional Communication |
|
Discrete Mathematics |
Statistics and Probability |
|
Environmental Science and Sustainability |
Database Management System |
|
Computer Essentials for Data Science |
Data Structure and Algorithm |
|
Computational Thinking and Programming in C |
Operating System |
|
Computational Thinking and Programming in C Lab |
Database Management System Lab |
|
- |
Data Structures Lab |
|
Semester-3 |
Semester 4 |
|
Life Skills 1 |
Life Skills 2 |
|
Essentials of Data Collection Ethics |
Introduction to Data Mining |
|
Descriptive Statistics |
Python Programming |
|
Computer Networks |
Open Elective |
|
Object-Oriented Programming using C++ |
Introduction to Java and Web Programming |
|
Software Engineering |
Python Programming Lab |
|
Scripting Technologies Lab |
Elective |
|
Practical Exposure to Data Collection Lab |
Java Programming Lab |
|
Semester 5 |
Semester 6 |
|
Data Modelling and Visualization |
Big Data Analytics |
|
R Programming for Data Sciences |
Information and Data Security |
|
Machine Learning |
Natural Language Processing |
|
Elective |
Elective |
|
Introduction to Parallel Programming and Data Optimization |
Big Data Analytics Lab |
|
Open Elective |
Project |
|
Introduction to Parallel Programming Lab |
- |
|
Fundamentals of Machine Learning Lab |
- |
|
Minor Project |
- |
Note: The above subject list may vary with your choice of university, as it is taken from a particular university.
Skills You Will Gain From an Online BCA in Data Science and Big Data Analytics Course
- Programming Skills: Proficiency and understanding of programming languages like Python, R, Java, etc.
- Statistical Analysis: Understanding of statistical methods and tools to make the tasks more efficient and effective.
- Data Management: Knowledge of database management systems and data warehousing that helps in examining and providing correct insights from the data.
- Big Data Technologies: Familiarity with big data technologies like Hadoop, Spark, etc.
- Data Visualization: Ability to use tools like Tableau and Power BI that help in visualizing data by creating dashboards.
- Problem-Solving Skills: Analytical mindset to solve complex data problems and provide solutions in projects for seamless operations.
- Communication Skills: Ability to present data insights effectively to managers, team members, and stakeholders.
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FAQ's
Let's clear up some doubts
The candidates must have passed 10+2 in any stream from a recognized board to apply for an online BCA in data science and data analytics program. At certain universities, you might need to fulfill the requirement of studying math as a main subject at the 10+2 level.
Yes, the online BCA program specializing in data science and big data analytics is valid, as the program is UGC-DEB-approved.
BCA provides knowledge of almost all the subjects of computer applications, like programming languages, computer networking, etc. However, in BCA Data Science, you will get the benefit of specialization in all the data visualization and analysis subjects.
Yes, this program is worth it if you want to work in the data science field. Since this is a UGC-approved program, the value of this online course is the same as a regular degree course.
The program typically takes three years to complete, divided into six semesters. However, because of the flexibility offered in online programs, students get a maximum of 6 years to complete the undergraduate program.
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