Courses

My coursework spans mathematics, statistics, data science, computer science, machine learning, artificial intelligence, economics, programming, and related areas.

B.Sc. Mathematics (Hons.)

University of Delhi

Programme syllabus ↗
01 Introductory Microeconomics
02 Calculus
03 Algebra
04 Environmental Science
05 Introductory Macroeconomics
06 Real Analysis
07 Differential Equations
08 English-A
09 LaTeX and HTML
10 Theory of Real Functions
11 Group Theory-I
12 Multivariate Calculus Including Practicals
13 Investing in Stock Markets
14 Computer Algebra Systems and Related Software
15 Partial Differential Equations Including Practicals
16 Riemann Integration & Series of Functions
17 Ring Theory & Linear Algebra-I
18 Insurance and Risk Management
19 C++ Programming
20 Metric Spaces
21 Group Theory-II
22 Probability Theory & Statistics
23 Bio-Mathematics
24 Complex Analysis Including Practicals
25 Ring Theory and Linear Algebra-II
26 Linear Programming and Applications

B.S. Data Science & Applications

IIT Madras

35 Foundations of AI: Multiagent Systems ↗ Done at IIT Gandhinagar campus
37 Demystifying Networking NPTEL course credited to BS Degree
38 Cloud Computing NPTEL course credited to BS Degree
39 Soft Skill Development NPTEL course credited to BS Degree
40 Business Analytics & Text Mining Modeling using Python NPTEL course credited to BS Degree

M.Sc. Data Science & Applied Statistics

Central University of South Bihar

Programme syllabus ↗
01 Linux and Bioinformatics
02 Statistical Essential for Data Science
03 Distribution Theory and Nonparametric Statistics
04 R Programming for Data Science
05 Data Analysis with R, SPSS and Excel
06 Data Mining NPTEL course credited to MSc Degree
07 Linear Models and Regression Analysis
08 Multivariate Analysis for Data Science
09 Statistical Inference for Data Science
10 Statistical Analytics for Data Science
11 Research Methodology and Project Management of Data Science
12 Python Programming for Data Science
13 Machine Learning
14 Data Analysis using Excel and Python
15 Mini Project DataEaze — industry-oriented web app for end-to-end Data Analysis and Machine Learning workflows
16 Data Visualization with Tableau
17 Contribution to Data Science and Machine Learning by Indian Scholars and Indian Industries
18 Major Project DataEaze 2.0 — AI-powered web app for end-to-end ML and DL workflows; completed at NIELIT Patna campus
19 Deep Learning Done at NIELIT Patna campus

Ph.D. Computer Science & Engineering

IIT Gandhinagar

Additional Coursework

NPTEL