Overview of NMIMS of Data Science
Data science is a rapidly growing field offering students dynamic career opportunities and educational advancements. The Bsc program which is being offered by the college in Data Science provides a foundational understanding of Computer applications, computer Science, Statistics, and in Maths. This different fields employs qualitative quantitative and majorly in analytical methods to derive insights from Large data making it essential in this data driven world. Here candidates will get opportunity to gain skills in computer programming, data analysis and data base system, also get a chance to develop critical thinking skills for handling, managing and understanding big data.
Msc in Data Science at NMIMS University main motive is to equip students with interdisciplinary skills for applying data-intensive solutions across diverse contexts. This program will cover computational methods, machine learnings and statistical principles, enabling large-scale data analysis and ethical consideration. Graduated will be adept at initiating and managing data science projects, ensuring effective stakeholders engagements. Key area of focus include Database Concepts, Data Warehousing , Clod Computing, Machine Leaning and Deep Leaning
Data science in Bsc
The Bsc program in Data Science at our institute is a meticulously designed course aimed at equipping students with a robust foundation in computer science, statistics, and maths. This interdisciplinary approach is crucial for analyzing and interpreting complex data in today’s data driven era. The curriculum integrates theoretical knowledge with practical application, ensuring student gain critical skills in data analysis, computer applications, data system. Starting from basic to core subjects and advanced topics like Machine Learning and Deep Learning in later semester. Emphasis is placed on continuous evaluation through seminar, workshops, quizzes and other practical assignments supported by projects from the third sem, promoting a comprehensive understanding of Data Science. Designed with insights from industry leaders and eminent academicians, this courses ensure students are well prepared for exciting career path in growing field of Data Science, providing a blend of rigorous academic training and practical, hand on experience
Data Science in Msc
The Msc program specifically aims to equip students with the ability to apply data intensive solution across various contexts, providing a comprehensive understanding of computational, machine learning, and statistical principles. It provide ethical consideration, project management, and stakeholder engagement, ensuring students can independently lead data science projects. The curriculum spans essential area such as a Database Concepts, Data warehousing, Cloud Computing, Machine Learning, and deep learning techniques, preparing graduated for diverse career paths in healthcare, security, sustainability, education, business, and economics.
Bsc Data Science syllabus and subject
Semester 1
- Introduction to Computational Thinking & Data Science
- Data Structures & Algorithms
- Functional Programming
- Data Analysis Using Python
- Exploratory Data Analysis
- Statistical Methods
- Calculus & Differential Equations
- Mathematics of Discrete Structures
- Computational Thinking & Functional Programming Lab
- Data Structures & Data Analysis using Python Lab
- Exploratory Data Analysis Lab
- Statistical Methods Lab
- Calculus & Differential Equations Lab
- Mathematics of Discrete Structures Lab
- Introduction to R
- Indian Culture & Civilization
- Indian Culture & Civilization
- Effective Communication
- Professional Skills
- Ecology & Environment
- Global Envrionmental Management
Semester 2
- Statistical Techniques
- Linear Algebra
- Data Analysis Using Python
- Exploratory Data Analysis
- Statistical Methods
- Calculus & Differential Equations
- Mathematics of Discrete Structures
- Mathematics of Discrete Structures
- Computational Thinking & Functional Programming Lab
- Data Structures & Data Analysis using Python Lab
- Exploratory Data Analysis Lab
- Statistical Methods Lab
- Calculus & Differential Equations Lab
- Mathematics of Discrete Structures Lab
- Introduction to R
- Indian Culture & Civilization
- Effective Communication
- Professional Skills
- Ecology & Environment
- Global Envrionmental Management
Msc Data Science syllabus and subjects
Semester 1
- Mathematics for Data Science
- Database Management System
- Supervised Machine Learning
- Story Telling with Data
- Research Methodology
- Mathematics for Data Science & Database Managements Systems Lab
- Supervised Machine Learning & Story Telling with Data Lab
- BDA and Analysis & Forecasting of Time Series Lab
Semester 2
- Cloud Computing
- Unsupervised Machine Learning
- Big Data Technologies
- Analysis and Forecasting of Time Series
- Research Discourse-I
- Cloud Computing & Unsupervised Learning Lab
- NLP & Block Chain/MLOP’s Lab
Semester 3
- Data Privacy and Security
- Deep Learning & Generative AI
- Natural Language Processing
- Elective-I (Any one)
- Modern Application Development
- Data Security & Deep Learning Lab
- NLP & Block Chain/MLOP’s Lab
Semester 4
- Internship (Industry)
- Trends in Data Science
Admission Criteria for Bsc
Selection will be based on the candidates performance in the NMIMS-MST. Scores from the NMIMS-MST will be used to create the merit list. The institute decision regarding admissions is final and will not be open to inquiries or correspondence
Admission Criteria for Msc
- Step 1 : Candidates must have a Bachelor’s degree in Maths, computer science, IT, Data Science, or AI. Alternatively candidates with BCA degree are eligible to apply for this courses
- Step 2 : All the eligible students need to appear for the online entrance test.
- Step 3 : Based on their performance in the entrance test they will be shortlisted for the interview round at NMIMS Mumbai campus.
- Step 4 : Composite merit list will be prepared, combining the result for both stages.
Placements of Data Science placements
Hiring partners are
- Amazon
- HDFC Bank
- Crisil
- Aditya Birla
- Yes Bank
- Deloitte
- Tata Insurance
- Kotak Mahindra
- IDFC first Bank
Carrer Opportunities after Completing Data Science course with NMIMS
Candidates will get opportunities to work with different companies like Amazon Hdfc Bank Tata and many more. Not only this will be leaning different skill set which will help them be get different roles like Big Data Engineer, Consultant, Business Analyst, BI Analyst, Market research, Risk analyst, Deputy Manager, Manager trainee in the companies.
