Lecture Notes by Tanujit Chakraborty

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Lecture notes (prepared by me) on various topics are freely available here for downloading. Please feel free to use them for any non-commercial use.

Table of Contents

• Books

1. Challenging Mathematical Problems for BS Entrances
2. Olympiad Mathematics
3. Solving Mathematical Problems for MS Entrances

• Mathematics Course Material

1. Differential Calculus
2. Linear Algebra Part 1, Part 2
3. Matrix Algebra
4. Mathematical Analysis
5. Numerical Analysis
6. Operations Research
7. Real Analysis
8. Sequence and Series of Real Numbers

• Statistics Course Material

1. Introduction to Probability
2. Probability Theory Part 1, Part 2, Part 3, Part 4
3. Descriptive Statistics Part 1, Part 2
4. Population Statistics
5. Time Series Analysis
6. Economic Statistics Part 1, Part 2
7. Statistical Quality Control Part 1, Part 2
8. Official Statistics
9. Transformations of Random Variables
10. Large Sample Theory
11. Sampling Distribution
12. Statistical Inference Part 1, Part 2, Part 3,
13. Nonparametric Inference
14. Bayesian Inference
15. ANOVA and Design of Experiment
16. Sample Survey
17. Multivariate Statistics
18. Practical on Statistics
19. Statistics for Decision Making
20. Reliability Theory
21. Stochastic Process
22. Regression Techniques
23. Industrial Experimentation

• Machine Learning Course Material

1. Business Analytics
2. Management Information System
3. Pattern Recognition
4. Mathematics for Machine Learning by Stanford University
5. Machine Learning by Stanford University

• Previous Year Solved Papers for ISI and TIFR Entrance Exams

1. 240 TRUE FALSE Solutions
2. 100 Objective Solutions
3. ISI MMATH Solution
4. ISI Problems with Solutions
5. TIFR Solved Papers
6. TOMATO Subjective Solutions

Copyright: Absolutely Free for non-commercial use.