Specialization in Data Science free videos and free material uploaded by iNuture staff .
SEMESTER 1
SEMESTER 8
Mathematics – I
Physics
Basic Electronics Engineering
Engineering Graphics & Design
English – I
Mentoring and Counselling
SEMESTER 2
Mathematics – II
Chemistry
Programming for Problem Solving
English – II
Workshop Practice Lab
Mentoring and Counselling
SEMESTER 3
Discrete Mathematics
Computer Organization and Architecture
Database Management Systems
Data Structures and Algorithm
Object Oriented Programming using Java
Introduction to Data Science
MOOC
SEMESTER 4
Operating System
Software Engineering
Python Programming
Computer Networks
Probability and Statistics
Data Visualization
Soft skills and Aptitude-I
SEMESTER 5
Design and Analysis of Algorithms
Machine Learning
Artificial Neural Networks
Digital Image Processing
Open Elective-I
Introduction to Information Security
Introduction to Cloud Computing
Communication Lab
Viva Industrial Training / In-house Workshop
Project
SEMESTER 6
Deep Learning
Predictive Analytics using Python
Big Data Analytics
Natural language Processing
Open Elective-II
Database Security
Principles of Virtualization
Soft Skills and Aptitude II
Placement Training
Project
SEMESTER 7
Time Series Analysis
Environmental Science
Open Elective-III
Ethical Hacking
Windows Administration
Open Elective-IV
Digital Forensic and Investigations
Cloud Web Services
Advanced Big Data Analytics
Summer Training / Industrial Workshop/ Certification
SEMESTER 8
Industrial Training/Major Project ( PT)
We are heading towards a data-driven revolution. Every second new data gets created. An example would be—40,000 search queries are made every second, which brings the annual number to 1.2 trillion searches (Source: Forbes). That is not all. As reported in the World Economic Forum, the daily generation of data will be 463 exabytes by 2025. The demand of adept data scientists who can derive appropriate insights from these untapped data is pretty huge today, and is only going to hit the roof in coming years. Data science is emerging at the intersection of fields of probability and statistics, machine learning, computer science, and mathematics. This specialized field demands multiple
skills not easy to obtain through conventional curricula.
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