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

At Seamedu, we believe that regular interactions with distinguished industry professionals and corporate leaders from the media, management, and technology sectors play a vital role in the holistic development of our students. Our placement department organizes guest lectures, seminars, and workshops, inviting seasoned experts to share their insights and experiences. Additionally, we conduct regular training and placement activities, including soft skills development sessions, to enhance students' personal and professional growth.

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MEET THE TEAM

Ganesh Sirsat

Assistant Professor - Game Development

Ganesh Sirsat is a passionate advocate for Data Science education with specializing in subjects like C, C++, Java, Python, HTML & CSS, JavaScript, and SQL.

Vivek More

Assistant Professor- Data Science

Vivek brings 1.5 years of teaching experience in data science, specializing in Data Analytics and Big Data. His expertise is focused on providing students with the essential skills needed to excel in data-driven technologies. With a strong commitment to staying ahead in the rapidly evolving tech landscape, Vivek ensures that his students are well-prepared to tackle challenges and thrive in the world of data science. His passion for teaching and dedication to student success make him a valuable asset to the academic community.

Anamika shukla

Assistant Professor - Cloud Technology

Anamika is a dedicated and passionate educator with a strong focus on research. In 2022, she published a paper on "Linkatalization Interconnection Network." Anamika is also certified in AWS, LINUX Administration, and CCNA, highlighting her commitment to ongoing professional development. Known for her collaborative approach, she excels as a team player and strives to foster a dynamic and engaging learning environment for her students.

Ravi Khatri

Senior Faculty- Information Security

Ravi Khatri is a dedicated educator with over 18 years of teaching and research experience in Computer Science and Engineering. Currently pursuing his Ph.D., he specializes in software engineering, information security, databases, and blockchain technologies. Ravi is a skilled curriculum developer, mentor, and project guide with expertise in learning management systems and project management. His research focuses on blockchain in supply chain management and data privacy. With numerous international publications, Ravi’s commitment to academic excellence and passion for education continue to inspire students in the dynamic field of information technology.

Vaishnavi Kulkarni

Assistant Professor - AIML and Data Science

Vaishnavi Kulkarni is a skilled professional specializing in Python, Machine Learning, and Data Science. With two years of industry experience and three years in corporate training, she brings expertise in data visualization tools like Power BI and Tableau. A passionate graduate and rank holder from Swami Ramanand Teerth University, Nanded, she further excelled in her postgraduate studies, securing a rank at Vellore Institute of Technology, Chennai. Vaishnavi’s strong technical acumen and commitment to knowledge-sharing make her a valuable asset in the field of data science and analytics.

Harshada Ingale

Assistant Professor - AIML

Harshada Ingale holds a Master’s degree in Computer Applications and has 1.7 years of experience in teaching data science. Her expertise lies in Data Analytics and Big Data, with a strong command of Python and its technologies. She has a keen interest in Power BI and data-driven technologies, continually enhancing her knowledge in these areas. Passionate about teaching and research, Harshada is dedicated to helping students develop analytical skills and gain practical insights into the evolving field of data science.

Prachi Shukla

Assistant Professor - AIML

Prachi Shukla is a seasoned Computer Science faculty member with over a decade of experience in the software industry and academia. Specializing in LLM and pursuing a PhD in Generative AI, she has contributed to key Government of India projects, including work with DRDO and MHRD. She played a vital role in developing the Data Science curriculum for Liverpool John Moores University and has mentored over 20 LJMU students. Passionate about emerging technologies, Prachi is dedicated to fostering innovation and bridging academia with industry advancements.

Mangesh Patil

Assistant Professor - AIML

Mangesh Patil holds a Master’s degree in Computer Applications and has 1.7 years of experience in teaching Artificial Intelligence and Machine Learning. His expertise lies in Data Analytics, where he focuses on equipping students with the skills needed to excel in Python and data-driven technologies. Passionate about education and innovation, Mangesh is committed to bridging the gap between theoretical knowledge and practical application, ensuring students are industry-ready. His dedication to fostering analytical thinking and problem-solving makes him a valuable mentor in the field of AIML.

Ranjana Singh

Senior faculty - Data Science and Analytics

Ranjana Singh is an Assistant Professor with over 12 years of teaching and industrial experience. She holds a B. Tech. in Information Technology and an M. Tech. in Computer Science from SPPU. Throughout her career, she has served in various roles, including Training and Placement Officer, NSS Program Officer, Development Manager, and Event Coordinator. Ranjana has successfully supervised numerous outreach activities and mentored ESG (Environment, Social, Governance) internships, demonstrating her commitment to both academic and extracurricular development. Her diverse experience and leadership contribute to creating a holistic learning environment for students.

Hridya Sandeep

Assistant Faculty - Communication Studies

Hridya is a data science specialist and soft skills trainer with over five years of experience. She combines technical expertise in data science with a passion for communication skills, empowering individuals to use data-driven insights while promoting personal and professional growth. Hridya’s approach blends analytical rigor with a focus on enhancing interpersonal skills, ensuring a comprehensive and well-rounded learning experience.

Shrikrishna Balwante

Assistant Professor - Data Science

Shrikrishna has 17+ years of experience across academia, industry, and research. Certified as a Data Scientist by IBM, Microsoft, Accenture, and Oracle, he excels in the evolving data science field. Shrikrishna has contributed significantly as a Board of Studies member, UGC Teacher Selection Committee Subject Expert, and LIC member for curriculum design. His leadership in AICTE approval extensions and as Head of the Computer Science and Engineering Department highlights his key role in driving academic progress and innovation.

Parmeswari Aland-Ambalagi

Assistant Professor - Data Science

Parmeshwari is a Mathematics expert with 10 years of collegiate teaching experience. Currently pursuing a Ph.D. in Fractional Partial Differential Equations at Lovely Professional University, she plans to submit her pre-thesis by 2025. She has developed and taught various courses at Ajeenkya DY Patil University and supervised several research projects. With 27 published papers in UGC journals, 4 in reputed journals, 1 book chapter, and 2 patents, Parmeshwari is passionate about creating an inclusive learning environment and is excited to contribute to SEAMEDU’s academic community.

Dr. Sandeep Kulkarni

Senior Faculty- Information Security

Sandeep Kulkarni has 9+ years of experience in software development, teaching, and research. His expertise includes machine learning, deep learning (RNN, LSTM, GAN), and frameworks like Spring, JSP, and JDBC. Proficient in Sklearn, Keras, and Pandas, he has delivered solutions for clients such as Oracle, GE Aviation, and BMW. With a PhD and D.Sc. in Machine Learning and Cybersecurity, Sandeep has authored 18 papers and reviews for IEEE. Outside work, he is an avid marathon runner and club-level cricket player.

Nilima Chapke

Assistant Faculty - AIML

Nilima is an Assistant Professor with 6.8 years of experience in both industry and academia, specializing in programming, data science, and big data technologies. She has authored over 10 research papers published in leading journals like IEEE, covering topics such as data science, image denoising, .NET development, and SQL database management.

Vishal Gosavi

Senior Faculty- Communication Studies

Vishal is a dedicated trainer and professor with 18+ years of experience in effective speaking, communication, voice and accent, soft skills, and personality development. He has worked in high-volume education hubs, designing and delivering impactful curricula. Vishal is now seeking a platform where he can further apply his expertise to contribute to student and institutional growth.

Ravindra Patil

Assistant Faculty - Data Science

Ravindra is a seasoned educator committed to fostering a dynamic learning environment. He holds 15 years of experience in academic roles across Engineering, Management, and School sectors. Alongside his educational expertise, Ravindra is a passionate multi-instrumentalist artist, dedicated to integrating the power of music into the learning process, enriching students' academic experiences. His diverse skill set bridges both academic and creative worlds, making him a unique and valuable asset to the institution.

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Career Guide For MCA in Data Science & Analytics

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