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MCA in Data Science & Analytics

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Data science fundamentals – Understand concepts, methodologies, and the data analysis lifecycle.

Statistical analysis & data modeling – Learn statistical techniques and data modeling methods to analyze complex data sets effectively.

Machine learning & predictive analytics – Master machine learning algorithms for predictions, classifications, and optimization in various domains.

Big data technologies – Explore big data frameworks such as Hadoop and Spark to manage and analyze large-scale data efficiently.

Data visualization & communication – Learn to create impactful visualizations and reports to communicate insights to stakeholders effectively.

Natural language processing (NLP) – Explore NLP techniques for text analysis, sentiment analysis, and language processing.

Data mining & pattern recognition – Discover data mining techniques to identify patterns and make informed predictions.

Database management & SQL – Develop proficiency in managing databases and writing SQL queries to extract, transform, and load data.

Business intelligence & analytics tools – Gain hands-on experience with tools like Tableau, Power BI, and R/Python for data analysis and visualization.

Capstone project – Apply your knowledge to a real-world data project, such as building a predictive model, analyzing business trends, or implementing a recommendation system.

Semester 1

  • Advanced Mathematics (Linear Algebra, Calculus, and Probability)
  • Introduction to Data Science
  • Programming for Data Science (Python/R)
  • Database Management Systems
  • Data Structures and Algorithms
  • Research Methodology

Semester 2

  • Data Mining and Data Warehousing
  • Statistical Analysis for Data Science
  • Machine Learning Fundamentals
  • Data Visualization Techniques
  • Big Data Analytics
  • Elective I (e.g., Time Series Analysis, Text Mining)

Semester 3

  • Advanced Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Predictive Analytics and Modeling
  • Elective II (e.g., AI for Data Science, Cloud-Based Data Analytics)
  • Minor Project

Semester 4

  • Data Science in Business and Industry
  • Data Governance and Ethics
  • Data Science Tools and Techniques (e.g., Hadoop, Spark)
  • Major Project
  • Internship (6-8 weeks)

Want to build a successful data science and analytics career in India? Let’s learn about your career opportunities: 

  • Data Scientist
  • Data Analyst
  • Machine Learning Engineer
  • Business Intelligence Analyst
  • Data Engineer
  • Quantitative Analyst

The MCA in data science and analytics program prepares students for diverse roles in industries including finance, healthcare, retail, and technology, where data-driven strategies are key to success. This program empowers graduates with the skills to tackle real-world data challenges and excel in the rapidly growing field of data science and analytics.

The MCA in data science and analytics is a specialized postgraduate program designed to provide students with in-depth knowledge and practical skills in data analysis, machine learning, big data technologies, and business intelligence. The course equips students to analyze large datasets, develop predictive models, and extract actionable insights to drive business decisions across various industries.


Data science is an interdisciplinary field that uses algorithms, statistics, and machine learning to extract insights and knowledge from structured and unstructured data. Data analytics focuses on analyzing raw data to identify patterns, trends, and actionable insights that drive decision-making in businesses.


Data Science: Encompasses data analysis, predictive modeling, and the development of algorithms to address complex problems. It involves advanced technologies like AI and machine learning.

Data Analytics: Concentrates on interpreting existing data using statistical tools to uncover trends and insights, primarily for immediate decision-making.


  • Improved Decision-Making: Enables data-driven strategies in organizations.
  • Enhanced Productivity: Optimizes operations through predictive analytics.
  • Personalized Services: Drives customization in sectors like e-commerce and healthcare.
  • Competitive Advantage: Helps businesses stay ahead by leveraging data insights.

Data science and analytics are crucial because they:

  • Provide actionable insights for business growth.
  • Improve operational efficiency across industries.
  • Drive innovation through AI and machine learning.
  • Help organizations adapt to market changes and consumer behavior.

  • Data Manipulation and Cleaning: Using tools like Python, R, and SQL.
  • Statistical Analysis: Applying statistical methods to solve business problems.
  • Machine Learning: Building predictive models and algorithms.
  • Big Data Tools: Proficiency in Hadoop, Spark, and cloud platforms.
  • Data Visualization: Creating dashboards using Tableau and Power BI.
  • Communication Skills: Translating data insights into actionable recommendations.

Graduates can pursue roles such as:

  • Data Scientist
  • Data Analyst
  • Machine Learning Engineer
  • Business Intelligence Analyst
  • Big Data Engineer
  • Data Architect
  • AI Specialist

The average salary for MCA data science and analytics students will range from 12 Lakhs to 20 Lakhs per annum.

  • High Demand: Industries are increasingly relying on data for decision-making.
  • Diverse Applications: Opportunities in IT, finance, healthcare, retail, and more.
  • Global Opportunities: A universally in-demand field with lucrative prospects.
  • Technological Advancements: Growing adoption of AI, IoT, and big data analytics ensures steady demand for skilled professionals.

The MCA in a data science course is a 2-year postgraduate course. 

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My experience at Seamedu has been very wonderful till now. It has been 3 years since I have joined the college and I have learnt a lot, not just academically but in all other aspects of career development. Most importantly the placement of Seamedu college is very good. I received the opportunity to get selected in one of the leading companies . Faculty members have been supportive throughout. The all-time support and motivation of the faculty members has enlightened me throughout this wonderful journey.

I am extremely grateful and honoured to have been a part of SEAM. They have consistently provided me with a plethora of opportunities that not only enhanced my skills but also enriched my core knowledge. The co-curricular activities which were actively held in SEAM created a vibrant environment that were fun, intuitive and engaging. I am grateful for the placement team in SEAM for their relentless support and encouragement which empowered us to push our boundaries and helped me to utilise my skills in the future at such a reputed organisation.

The best thing about seamedu apart from its industry standard equipment and studio is that they focus more on interactive and practical learning. Their curriculum is so well designed that it gives us a variety of career options to choose from. The institute has an amazing and highly qualified faculty, their experiences in the industry helps the students gain a lot of real world knowledge.

I am pursuing a Vfx and Animation degree here in Seamedu School of Pro-Expressionism and I am very glad that I did. All the staff members and faculty members have been so helpful throughout my journey and provided with all the help and support I can get and it goes far to say that I learned so many new things from the teachers. The placement department has been really supportive and helpful through which I was able to land an internship cum job opportunity. Overall it has been a really great journey here in Seamedu.

I studied BCA Game development here. There are experienced faculties to teach the game programming and design with a great placement support team, and companies do come for placements, like really nice companies. I really recommend this institute to pursue game development as a career.

I am pursuing BSc Sound Engineering in Seamedu & I must say that this is one of the best institution for media and entertainment industry like photography, cinematography, sound engineering, video game, development, etc. The faculties are well qualified, highly skilled and very much supportive to build a career. The Institute has industry standards equipments, laboratories, studios. The placement department of the Institute is also well supportive as they guide each and every student to pursue their passion and they provide internships to every student and placements to most of the students.

Hi I am Sarwaswa and I am pursuing my BA in Animation and VfX in Seamedu college in Pune. I am happy to say that this is one the best Institution for Animation and VfX. It was a wonderful experience with the faculties of the college. They also have a separate placement faculty for the final year Student. I would recommend those who are interested in chasing their dreams should choose Seamedu.

The teachers here are experienced and will guide you in every way possible. There are many workshops and activities that take place which are both fun and productive. The placement Team is one of the most supportive and engaging parts of the institution. They help every student in any shape or form to secure good jobs and packages.

With a reasonable fee structure, Seamedu is one of the best institutions for media and entertainment industries such as photography, cinematography, sound engineering, video game creation, journalism, and so on. The professors are highly talented, well-qualified, and supportive of professional development. The Institute features laboratories, studios, dedicated classrooms, and technology that is up to industry standards. They also connect students with industry experts through a variety of programmes where they may discuss real-world business scenarios. The institute's placement section is also incredibly helpful, encouraging every student to follow their passion and offering internships and positions to everyone who applies because seamedu has so many partners for placement.

Seamedu is one of the best institutions for the media and entertainment industry like photography, cinematography,sound engineering,video game development, journalism, etc with a decent fee structure. The faculties are well qualified, highly skilled and very much supportive to build a career. The Institute has industry standards equipments, laboratories, studios, dedicated classrooms and they also connect industry experts with students through various workshops discussing about actual parameters of industry situations. The placement department of the Institute is also well supportive as they guide each and every student to pursue their passion and they provide internships to every student and placements to most of the students as seamedu has so many placement partners.

I would recommend this college to people who are pursuing film making since they give you in depth knowledge about film making, and make you learn a lot of things and insights!

I'm a graduate of Seamedu Pune 2020 batch. I must say this college has been an integral part of my audio engineering career! This institution has industry standard infrastructure, facilities and faculties. One can expect to learn and enhance skills in any specific stream in the media and entertainment industry, be it film making, audio technology and music, photography or game development. Another plus is a great network of professionals.

Seamedu - School of Pro-Expressionism is a leading media school offering diploma & degree courses on various streams in Pune including film making, photography, visual effects, animation, game art, game design & development. I've had good experiences and learning in college.

PLACEMENTS

We, at Seamedu School of Pro-Expressionism believe that regular interactions with eminent Industry professionals and Corporate leaders from Media and Entertainment Industry, can contribute to the all-round development of the students. The placement department conducts regular guest lectures, seminars and workshops, by inviting the experience Industry professionals to share their experiences with our students.Training & Placement activities relevance to Soft skills learning sessions are conducted regularly so as to enhance their overall development for personal & professional grooming.

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CAREER GUIDE FOR MCA in Data Science & Analytics

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