Online MCA In Data Science - LPU University

All over the digital world, there is data to be found. Social media posts reflect the buying behaviour of people online and continue to generate data that never ends. But without analysis, interpretation, and decision-making, raw data is useless. Data Science comes into play. Data Science is a discipline that integrates statistics, computer science, and domain expertise to analyse and interpret complex data for the making of business decisions.

If you are interested in pursuing a career in data science, then the MCA online program in Data Science offered by Lovely Professional University (LPU) would be just the thing for you. In this article, let’s understand what data science is, why it is an important field, and how LPU’s online MCA degree can help you grasp the exciting and fast-growing industry.

What is Data Science?

Data science is an art that involves the creation of insightful meaning from large volumes of data in a systematic way, which involves the use of computational processes, statistics, and machine learning methodologies to depict patterns or predict future trends or solve complex problems.

A data scientist is, in effect, a detective investigating through data. Thus, the data scientist might see how customers are buying more in some cases than in others and deduce why this is happening, or they might research sales patterns to predict the next big market trend.

Some of the areas in data science include :-

Data Collection and Cleaning: The gathering of data from sources ensuring that data is clean and ready for analysis.
Data Analysis: Applying statistics and mathematical models to analyze data
Machine Learning: Algorithms allowing computers to learn from data and make predictions
Data Visualization: The representation of data in charts, graphs, and other visuals in a form that makes it easier for decision-makers to understand.

Why Data Science?

Data science is one of the fastest-growing fields in tech, and it keeps on growing. As businesses collect an unprecedented amount of data these days, they need skilled professionals to turn that data into meaningful insights. According to the latest reports, the demand for data scientists will continue to rise as companies in each and every industry-from healthcare to finance to retail-are increasingly going by data to make strategic decisions.

Some of the major reasons to venture in this sector are as follows :-

1.Higher Demand: Experts are in high demand since every organisation wishes to have an expert in order to make decisions based on data.

2.Attractive Salaries: Due to their expert skills, data scientists in some instances, receive higher salaries with further better job benefits.

3.Jobs Growth: Industry is continuously growing at a rapid rate with emerging different roles and opportunities with increasingly data-dependent businesses.

4.Diverse Applications: Data science applies in almost every area, such as technology, healthcare, finance, marketing, and government.

What is the MCA Online in Data Science at LPU?

The MCA Online in Data Science by LPU will cover a two-year postgraduate program created to equip students with different know-how and skills required to be successful in the field of data science. Subject areas range from data analysis to machine learning, statistics, and data visualisation. What is great is that it is offered online, and so students can do it everywhere at their own time. This course is designed to provide the students with theoretical as well as practical knowledge so that they are indeed prepared to solve real-life problems concerning data. The online MCA program in Data Science at LPU helps the working professional achieve flexibility with quality education and an opportunity to learn from experienced faculty members.

1.Flexible learning: With the online format, students can access and study from anywhere and at any time. With the flexibility in place, one can easily work for or pursue other commitments while remaining in their line of work without any interference in usual commitments. The MCA in Data Science at LPU covers all topics from data analysis to machine learning, big data, and data visualisation and is designed both to give good grounding in the theory of the discipline and in its practical application.

2.LPU faculty members have experience in the same field. Hence, they bring real-world knowledge into the classroom. The professors teach the students about complex concepts and help them build the skills needed to excel in this field.

3.Practical learning: The curricula include hands-on training on tools and technologies used by data scientists in the industry. It works on practical projects, case studies, and simulations that are designed to create experience for students in the context of their future careers.

4.Global Acceptance: LPU is one of the biggest and most reputed universities in India, and online MCA of Data Science offered by the university is acceptable anywhere in the globe. LPU graduates are accepted all over the globe for job placements in India and also across the world.

5.Affordable Fees: LPU offers such an online MCA program at relatively affordable charges. It also reaches students who hail from different economic backgrounds as the charges are comparative with another similar program offered by other universities.

Program Syllabus

Semester 1

Software Engineering Practices
Object Oriented Programming using C++
Data Warehousing and Data Mining
Linux and Shell Scripting
Data Communication and Networking
Skill Enhancement Course I
Programming in C S/U
Database Management System S/U

Note : ECAP010 And ECAP011 are Bridge Courses. These Courses are Applicable for the Students who have completed their Graduation in Non-Computer Background.

Semester 2

Programming in Java
Advanced Data Structures
Introduction to Big Data
Cloud Computing
Mathematical Foundation for Computer Science
Web Technologies
Skill Enhancement Course II

Semester 3

Programming in Python
Skill Enhancement Course III
Probability and Statistics
Data Science Tool Box
Generic Elective I
Generic Elective II
Seminar On Summer Training Or Course from the GE basket 1 which is not chosen as Generic Elective (GE).

Semester 4

Skill Enhancement Course IV
Advance Data Visualization
Machine Learning
Generic Elective III
Generic Elective IV
Project Work

MCA Online Data Science Covering Subjects at LPU

This covers a very wide range of topics from the MCA in Data Science program in LPU. Among these, a few major subjects that have to be followed in relation to pursuing data science careers are: Introduction to Data Science: This course provides a foundation in the overview of data science and its applications, tools, and techniques. This is in which students learn how data science helps solve business problems.

1.Statistics for Data Science : Since data science involves data analysis, it follows that, in this field, one needs to have a strong foundation in statistics. One will learn about probability, statistical inference, hypothesis testing, and regression analysis, among many others.

2.Data Structures and Algorithms : This course teaches how data can be organised and operated using several kinds of data structures such as arrays, lists, trees, and more. The concepts presented in the lecture will help you process big data efficiently.

3.Machine learning is at the core of data science : This course or part focuses on understanding supervised and unsupervised learning, classification, regression, clustering, and neural networks.

4.Big Data and Hadoop : Big data refers to the very large size of data that is highly complex and diverse. Conventional data processing methods fail to store or manage it. This course deals with big data technologies like Hadoop and Spark.

5. Data Visualization: It will provide the idea of understanding how data can be portrayed intuitively. It involves teaching students how to create visualisations using tools like Tableau and Power BI, which will be helpful in bringing in data-driven decisions for stakeholders.

6. Deep Learning : This is a subfield in machine learning, dealing specifically with neural networks. Deep learning teaches students how deep learning can be applied to big problems like image recognition and, even sometimes, natural language processing.

7. Capstone Project : It is the final stage of the program that involves working on a real-world data science project. In this way, it would give them the opportunity of applying everything they have learned to solve a real business problem.

Careers After The Completion of Online MCA in Data Science

Data science professionals’ field is in high demand, and graduates can expect some of the job opportunities in various sectors after acquiring the online MCA from LPU in Data Science. Most common and prevalent ones include:

Data Scientist : Data scientists look at complex data to derive meaning for businesses to make decisions.
Data Analyst : A data analyst is concerned with making inferences about the data and presenting it to the concerned stakeholders.
Machine Learning Engineer : These professionals design algorithms or models that enable machines to learn from the data.
Big Data Engineer : Big data engineers deal with large data sets and tools like Hadoop, which is utilised for processing and storage of data in the best possible way.
Business Intelligence Analyst : A BI analyst focuses on the use of data for advisory business strategy and decision-making.

These positions are available in almost all sectors, including technology, health care, finance, e-commerce, and retail.

Why LPU for Online MCA in Data Science?

LPU is one of the leading universities in India and known for quality education. The MCA online course is of high repute globally that graduates from this program are offered opportunities to gain employment worldwide.

The faculty in LPU is drawn from the industry itself, bringing in first-hand experience into the classes. This ensures that the students are well-prepared for their careers.

This is a global access program, as it comes under the online format, so the students can log in and study from anywhere.

Also, it is offered at an affordable price with flexibility, which makes it apt for busy professionals.

Conclusion

An MCA Online Data Science program at LPU is ideal for one looking to make a career in the most exciting and fast-growing field of technology today. It offers a broad curriculum, accompanied with flexible learning online, along with strong career support, a program that imparts knowledge and skills necessary to succeed in data science. Whether you are a fresh graduate or a working professional, this program can help take your career to the next level.