VTU Online Class - Course Details

Introductory Mathematical Methods for Biologists

@VTU COE

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What you will learn

Biotechnology and Bioengineering

It is an introductory mathematics course for biology students with the aim of training them to do quantitative analysis of biological systems.

Lecture 1 : Introduction

Lecture 2 : Graphs and Functions

Lecture 3 : Equations as Graphs

Lecture 4 : Graphs : Exponential and Periodic Functions

Lecture 5 : Graphs : Logarithmic and Other Functions

Lecture 6 : Images as 2D/3D Functions

Lecture 7 : Functions and its Derivatives

Lecture 8 : Computing Derivatives of Curves

Lecture 9 : Rules for Calculating Derivatives

Lecture 10 : Understanding Derivatives

Lecture 11 : Curvature and Second Derivative

Lecture 12: Plotting Curves

Lecture 13: Numerical Calculation of Derivatives

Lecture 14: Function, Derivatives and Series Expansion

Lecture 15: L'Hopital's Rule and Partial Derivatives

Lecture 16 : Integration

Lecture 17 : Integration : Rules

Lecture 18 : Integration : Graphical Understanding

Lecture 19 : Integration : More Examples

Lecture 20 : Integration : Product of Two Functions

Lecture 21 : Exponential Growth and Decay

Lecture 22 : Scalars and Vectors

Lecture 23 : Vectors : Position and Movement in 2D

Lecture 24 : Cell Symmetry : Use of Polar Coordinates

Lecture 25 : Gradient, Forces and Flows : Part I

Lecture 26 : Gradient, Forces and Flows : Part II

Lecture 27 : Understanding Diffusion

Lecture 28 : Diffusion Constant and Einstein Relation 1905

Lecture 29 : Diffusion Equation

Lecture 30 : Diffusion vs. Active Transport

Lecture 31 : Nernst Equation

Lecture 32 : Fourier Series : Part I

Lecture 33 : Fourier Series : Part II

Lecture 34 : Fourier Transform

Lecture 35 : Introduction to Statistics

Lecture 36 : Mean, Standard deviation and Distribution

Lecture 37 : Frequency Distribution and Probability Distribution

Lecture 38 : Binomial Distribution

Lecture 39 : Normal Distribution

Lecture 40 : Hypothesis Testing and Mathematical Modeling

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@VTU COE

Instructor

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8558 Students

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About Instructor

VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.

video

Free

Course Duration

19 h 14 m 7 s
Course Level

Intermediate
Student Enrolled

2
Language

English

This Course Includes

19 h 14 m 7 s Video Lectures
2 Quizzes
0 Assignments
0 Downloadable Resources
Full Lifetime Access
Certificate of Completion