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NOC:Introductory Mathematical Methods for Biologists
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NOC:Introductory Mathematical Methods for Biologists
by Dr Ranjith Padinhateeri

It is an introductory mathematics course for biology students with the aim of training them to do quantitative analysis of biological systems. Students will be trained on how to use the language of mathematics to describe biological processes, how to write down simple mathematical equations for various phenomena occurring in biology....

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Program Fee
FREE
About This Course

It is an introductory mathematics course for biology students with the aim of training them to do quantitative analysis of biological systems. Students will be trained on how to use the language of mathematics to describe biological processes, how to write down simple mathematical equations for various phenomena occurring in biology....

Course Curriculum
8 Sections | 40 Lecture | 19h 10min total length
Expand all sections
NOC:Introductory Mathematical Methods for Biologists

WEEK 1

| 02h 25min total length
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    Lecture 1 : Introduction

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    Lecture 2 : Graphs and Functions

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    Lecture 3 : Equations as Graphs

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    Lecture 4 : Graphs : Exponential and Periodic Functions

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    Lecture 5 : Graphs : Logarithmic and Other Functions?

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NOC:Introductory Mathematical Methods for Biologists

WEEK 2

| 02h 24min total length
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    Lecture 6 : Images as 2D/3D Functions

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    Lecture 7 : Functions and its Derivatives

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    Lecture 8 : Computing Derivatives of Curves

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    Lecture 9 : Rules for Calculating Derivatives?

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    Lecture 10 : Understanding Derivatives?

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NOC:Introductory Mathematical Methods for Biologists

WEEK 3

| 02h 24min total length
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    Lecture 11 : Curvature and Second Derivative?

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    Lecture 12 : Plotting Curves

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    Lecture 13 : Numerical Calculation of Derivatives?

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    Lecture 14 : Function, Derivatives and Series Expansion

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

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NOC:Introductory Mathematical Methods for Biologists

WEEK 4

| 02h 23min total length
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    Lecture 16 : Integration

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    Lecture 17 : Integration : Rules

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    Lecture 18 : Integration : Graphical Understanding

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    Lecture 19 : Integration : More Examples??

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    Lecture 20 : Integration : Product of Two Functions??

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NOC:Introductory Mathematical Methods for Biologists

WEEK 5

| 02h 24min total length
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    Lecture 21 : Exponential Growth and Decay

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    Lecture 22 : Scalars and Vectors

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    Lecture 23 : Vectors : Position and Movement in 2D

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    Lecture 24 : Cell Symmetry : Use of Polar Coordinates?

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    Lecture 25 : Gradient, Forces and Flows : Part I

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NOC:Introductory Mathematical Methods for Biologists

WEEK 6

| 02h 20min total length
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    Lecture 26 : Gradient, Forces and Flows : Part II

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    Lecture 27 : Understanding Diffusion?

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    Lecture 28 : Diffusion Constant and Einstein Relation 1905

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    Lecture 29 : Diffusion Equation?

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    Lecture 30 : Diffusion vs. Active Transport

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NOC:Introductory Mathematical Methods for Biologists

WEEK? 7

| 02h 24min total length
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    Lecture 31 : Nernst Equation

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    Lecture 32 : Fourier Series : Part I

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    Lecture 33 : Fourier Series : Part II

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    Lecture 34 : Fourier Transform

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    Lecture 35 : Introduction to Statistics

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NOC:Introductory Mathematical Methods for Biologists

WEEK 8

| 02h 23min total length
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    Lecture 36 : Mean, Standard deviation and Distribution

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    Lecture 37 : Frequency Distribution and Probability Distribution

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    Lecture 38 : Binomial Distribution

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    Lecture 39 : Normal Distribution

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    Lecture 40 : Hypothesis Testing and Mathematical Modeling

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