# From NPTEL

3,035 courses and talks.

- [Essentials of Data Science With R Software-1: Probability and Statistical Inference](https://invisiblenetwork.ai/learn/nptel/111104146): Prof. Shalabh · IIT Kanpur (72 lectures)
- [Essentials of Data Science With R Software-2: Sampling Theory and Linear Regression Analysis](https://invisiblenetwork.ai/learn/nptel/111104147): Prof. Shalabh · IIT Kanpur (56 lectures)
- [Foundations of R Software (In Hindi Language)](https://invisiblenetwork.ai/learn/nptel/111104161): Prof. Shalabh · IIT Kanpur (56 lectures)
- [An Introduction to Hyperbolic Geometry](https://invisiblenetwork.ai/learn/nptel/111104164): Prof. Abhijit Pal · IIT Kanpur (41 lectures)
- [Measure Theoretic Probability 2](https://invisiblenetwork.ai/learn/nptel/111104168): Prof. Suprio Bhar · IIT Kanpur (48 lectures)
- [Set Theory and Mathematical Logic](https://invisiblenetwork.ai/learn/nptel/111104416): Prof. Amit Kuber · IIT Kanpur (51 lectures)
- [Optimization Algorithms: Theory and Software Implementation](https://invisiblenetwork.ai/learn/nptel/111104644): Prof. Thirumulanathan D · IIT Kanpur (60 lectures)
- [An Introduction to Number Theory](https://invisiblenetwork.ai/learn/nptel/111104900): Prof. Somnath Jha · IIT Kanpur (48 lectures)
- [Advanced Engineering Mathematics](https://invisiblenetwork.ai/learn/nptel/111105035): Prof. J. Kumar and others · IIT Kharagpur (42 lectures)
- [Functional Analysis](https://invisiblenetwork.ai/learn/nptel/111105037): Prof. P.D. Srivastava · IIT Kharagpur (40 lectures)
- [Numerical methods of Ordinary and Partial Differential Equations](https://invisiblenetwork.ai/learn/nptel/111105038): Dr. G.P. Raja Sekhar · IIT Kharagpur (40 lectures)
- [Optimization](https://invisiblenetwork.ai/learn/nptel/111105039): Prof. A. Goswami and Dr. Debjani Chakraborty · IIT Kharagpur (40 lectures)
- [Probability and Statistics](https://invisiblenetwork.ai/learn/nptel/111105041): Prof. Somesh Kumar · IIT Kharagpur (40 lectures)
- [Statistical Inference](https://invisiblenetwork.ai/learn/nptel/111105043): Prof. Somesh Kumar · IIT Kharagpur (40 lectures)
- [A Basic Course in Real Analysis](https://invisiblenetwork.ai/learn/nptel/111105069): Prof. P.D. Srivastava · IIT Kharagpur (46 lectures)
- [Statistical Methods for Scientists and Engineers](https://invisiblenetwork.ai/learn/nptel/111105077): Prof. Somesh Kumar · IIT Kharagpur (40 lectures)
- [Probability and Statistics](https://invisiblenetwork.ai/learn/nptel/111105090): Prof. Somesh Kumar · IIT Kharagpur (79 lectures)
- [Applied Multivariate Statistical Modeling](https://invisiblenetwork.ai/learn/nptel/111105091): Prof. Jhareswar Maiti · IIT Kharagpur (69 lectures)
- [Modeling Transport Phenomena of Microparticles](https://invisiblenetwork.ai/learn/nptel/111105099): Prof. S Bhattacharyya and G. P. Raja Sekhar · IIT Kharagpur (40 lectures)
- [Constrained And Unconstrained Optimization](https://invisiblenetwork.ai/learn/nptel/111105100): Prof. A. Goswami Prof. Debjani Chakraborty · IIT Kharagpur (63 lectures)
- [Integral and Vector Calculus](https://invisiblenetwork.ai/learn/nptel/111105122): Prof. Hari Shankar Mahato · IIT Kharagpur (67 lectures)
- [Transform Calculus and its applications in Differential Equations](https://invisiblenetwork.ai/learn/nptel/111105123): Prof. Adrijit Goswami · IIT Kharagpur (68 lectures)
- [Statistical Inference - IITKGP](https://invisiblenetwork.ai/learn/nptel/111105124): Prof. Somesh Kumar · IIT Kharagpur (64 lectures)
- [Engineering Mathematics II](https://invisiblenetwork.ai/learn/nptel/111105134): Prof. Jitendra Kumar · IIT Kharagpur (74 lectures)
- [Applied Linear Algebra in AI and ML](https://invisiblenetwork.ai/learn/nptel/111105165): Prof. Swanand Khare · IIT Kharagpur (60 lectures)
- [Advanced Engineering Mathematics](https://invisiblenetwork.ai/learn/nptel/111105167): Prof. H S Mahato · IIT Kharagpur (63 lectures)
- [Numerical Linear Algebra and Application](https://invisiblenetwork.ai/learn/nptel/111105417): Prof. Srinivasa Rao Pentyala · IIT-ISM Dhanbad (63 lectures)
- [Functional Analysis and its Applications](https://invisiblenetwork.ai/learn/nptel/111105610): Prof. Akhilesh Prasad · IIT-ISM Dhanbad (63 lectures)
- [Soft Computing Techniques](https://invisiblenetwork.ai/learn/nptel/111105614): Prof. Santimoy Kundu · IIT-ISM Dhanbad (62 lectures)
- [Applied Stochastic Processes](https://invisiblenetwork.ai/learn/nptel/111105901): Prof. Swanand Ravindra Khare Prof. Amitalok Jayant Budkuley · IIT Kharagpur (60 lectures)
- [Software Reliability](https://invisiblenetwork.ai/learn/nptel/111105902): Prof. Subhashis Chatterjee · IIT-ISM Dhanbad (60 lectures)
- [An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves](https://invisiblenetwork.ai/learn/nptel/111106044): Dr. T.E. Venkata Balaji · IIT Madras (48 lectures)
- [Linear Algebra](https://invisiblenetwork.ai/learn/nptel/111106051): Dr. K.C. Sivakumar · IIT Madras (52 lectures)
- [Mathematical Logic](https://invisiblenetwork.ai/learn/nptel/111106052): Prof. Arindama Singh · IIT Madras (42 lectures)
- [Real Analysis](https://invisiblenetwork.ai/learn/nptel/111106053): Prof. S.H. Kulkarni · IIT Madras (52 lectures)
- [Dynamic Data Assimilation: an introduction](https://invisiblenetwork.ai/learn/nptel/111106082): Prof. S. Lakshmivarahan · IIT Madras (40 lectures)
- [An Invitation to Mathematics](https://invisiblenetwork.ai/learn/nptel/111106083): Prof. Sankaran Vishwanath · IMSc (36 lectures)
- [Advanced Complex Analysis - Part 1:Zeros of Analytic Functions,Analytic continuation, Monodromy, Hyperbolic Geometry and the Reimann Mapping Theorem](https://invisiblenetwork.ai/learn/nptel/111106084): Dr. T.E. Venkata Balaji · IIT Madras (43 lectures)
- [Discrete Mathematics](https://invisiblenetwork.ai/learn/nptel/111106086): Prof. SouravChakraborty · Chennai Mathematical Institute (51 lectures)
- [Advanced Complex Analysis - Part 2: Compactness of Meromorphic Functions in the Spherical Metric, Spherical Derivative, Normality, Theorems of Marty-Zalcman-Montel-Picard-Royden-Schottky](https://invisiblenetwork.ai/learn/nptel/111106094): Dr. T.E. Venkata Balaji · IIT Madras (43 lectures)
- [Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity](https://invisiblenetwork.ai/learn/nptel/111106097): Dr. T.E. Venkata Balaji · IIT Madras (40 lectures)
- [Introduction to Commutative Algebra](https://invisiblenetwork.ai/learn/nptel/111106098): Prof. A. V. Jayanthan · IIT Madras (39 lectures)
- [Numerical Analysis](https://invisiblenetwork.ai/learn/nptel/111106101): Prof. R. Usha · IIT Madras (54 lectures)
- [Graph Theory](https://invisiblenetwork.ai/learn/nptel/111106102): Prof. Soumen Maity · IISER Pune (39 lectures)
- [Transform Techniques for Engineers](https://invisiblenetwork.ai/learn/nptel/111106111): Prof. Srinivasa Rao Manam · IIT Madras (47 lectures)
- [Introduction To Rings And Fields](https://invisiblenetwork.ai/learn/nptel/111106131): Prof. Krishna Hanumanthu · Chennai Mathematical Institute (44 lectures)
- [Probabilistic Methods in PDE](https://invisiblenetwork.ai/learn/nptel/111106134): Prof. Anindya Goswami · IISER Pune (67 lectures)
- [Linear Algebra](https://invisiblenetwork.ai/learn/nptel/111106135): Prof. Pranav Haridas · Kerala School of Mathematics (49 lectures)

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