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{| Border=1 | {| Border=1 | ||
− | | | + | |'''Time''' |
− | + | |'''Narration''' | |
− | + | ||
|- | |- | ||
− | | 00 | + | | 00:01 |
− | |Dear Friends, | + | |Dear Friends, Welcome to the Spoken Tutorial on '''Composite Numerical Integration'''. |
− | + | ||
− | + | ||
− | + | ||
− | + | ||
− | + | ||
|- | |- | ||
− | |00 | + | |00:07 |
|At the end of this tutorial, you will learn how to: | |At the end of this tutorial, you will learn how to: | ||
|- | |- | ||
− | |00 | + | |00:11 |
|Develop '''Scilab''' code for different '''Composite Numerical Integration algorithms''' | |Develop '''Scilab''' code for different '''Composite Numerical Integration algorithms''' | ||
|- | |- | ||
− | | 00 | + | | 00:17 |
|Divide the '''integral''' into equal '''intervals''' | |Divide the '''integral''' into equal '''intervals''' | ||
|- | |- | ||
− | |00 | + | |00:21 |
|Apply the algorithm to each '''interval''' and | |Apply the algorithm to each '''interval''' and | ||
|- | |- | ||
− | |00 | + | |00:24 |
− | |Calculate the '''composite value of the integral''' | + | |Calculate the '''composite value of the integral'''. |
|- | |- | ||
− | | 00 | + | | 00:28 |
|To record this tutorial, I am using | |To record this tutorial, I am using | ||
|- | |- | ||
− | | 00 | + | | 00:30 |
| '''Ubuntu 12.04''' as the operating system | | '''Ubuntu 12.04''' as the operating system | ||
|- | |- | ||
− | |00 | + | |00:34 |
− | | with '''Scilab 5.3.3''' version | + | | with '''Scilab 5.3.3''' version. |
|- | |- | ||
− | |00 | + | |00:38 |
− | ||Before | + | ||Before practicing this tutorial, a learner should have basic knowledge of |
|- | |- | ||
− | | 00 | + | | 00:42 |
|'''Scilab''' and | |'''Scilab''' and | ||
− | |||
|- | |- | ||
− | |00 | + | |00:44 |
− | | '''Integration using Numerical Methods''' | + | | '''Integration using Numerical Methods'''. |
|- | |- | ||
− | | 00 | + | | 00:47 |
| For '''Scilab''', please refer to the relevant tutorials available on the '''Spoken Tutorial''' website. | | For '''Scilab''', please refer to the relevant tutorials available on the '''Spoken Tutorial''' website. | ||
|- | |- | ||
− | | 00 | + | | 00:55 |
− | | '''Numerical Integration''' is the | + | | '''Numerical Integration''' is the |
|- | |- | ||
− | | 00 | + | | 00:58 |
− | | | + | | study of how the numerical value of an '''integral''' can be found. |
|- | |- | ||
− | |01 | + | |01:03 |
− | | It is used when exact mathematical integration is not available | + | | It is used when exact mathematical integration is not available. |
|- | |- | ||
− | |01 | + | |01:08 |
− | |It approximates a | + | |It approximates a '''definite integral''' from values of the '''integrand'''. |
− | + | ||
|- | |- | ||
− | |01 | + | |01:15 |
|Let us study '''Composite Trapezoidal Rule.''' | |Let us study '''Composite Trapezoidal Rule.''' | ||
Line 90: | Line 82: | ||
|- | |- | ||
− | |01 | + | |01:18 |
− | |This rule is the extension of '''trapezoidal rule''' | + | |This rule is the extension of '''trapezoidal rule'''. |
|- | |- | ||
− | | 01 | + | | 01:22 |
− | || We divide the interval '''a comma b '''into '''n''' equal intervals | + | || We divide the interval '''a comma b ''' into '''n''' equal intervals. |
|- | |- | ||
− | | 01 | + | | 01:29 |
− | | Then '''h | + | | Then '''h equals to b minus a divided by n''' is the common length of the intervals. |
|- | |- | ||
− | |01 | + | |01:36 |
− | | Then '''composite trapezoidal rule''' is given by | + | | Then '''composite trapezoidal rule''' is given by: |
|- | |- | ||
− | |01 | + | |01:41 |
|''' The integral of the function F of x in the interval a to b is approximately equal to h multiplied by the sum of the values of the function at x zero to x n''' | |''' The integral of the function F of x in the interval a to b is approximately equal to h multiplied by the sum of the values of the function at x zero to x n''' | ||
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|- | |- | ||
− | |01 | + | |01:57 |
|| Let us solve an example using '''composite trapezoidal rule.''' | || Let us solve an example using '''composite trapezoidal rule.''' | ||
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|- | |- | ||
− | |02 | + | |02:02 |
− | + | ||
− | + | ||
+ | | Assume the number of intervals n is equal to ten (n=10). | ||
|- | |- | ||
− | |02 | + | |02:09 |
− | |Let us look at the code for '''Composite Trapezoidal Rule''' on '''Scilab | + | |Let us look at the code for '''Composite Trapezoidal Rule''' on '''Scilab editor''' |
|- | |- | ||
− | | 02 | + | | 02:16 |
||We first define the function with parameters '''f , a , b , n.''' | ||We first define the function with parameters '''f , a , b , n.''' | ||
− | |||
|- | |- | ||
− | | 02 | + | | 02:22 |
|'''f '''refers to the function we have to solve, | |'''f '''refers to the function we have to solve, | ||
+ | |||
|- | |- | ||
− | | 02 | + | | 02:25 |
− | || '''a ''' is the lower limit of the integral, | + | || '''a''' is the lower limit of the integral, |
+ | |||
|- | |- | ||
− | |02 | + | |02:28 |
||''' b''' is the upper limit of the integral and | ||''' b''' is the upper limit of the integral and | ||
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|- | |- | ||
− | |02 | + | |02:31 |
| '''n''' is the number of intervals. | | '''n''' is the number of intervals. | ||
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|- | |- | ||
− | |02 | + | |02:34 |
− | | '''linspace''' function is used to create ten equal intervals between zero and one | + | | '''linspace''' function is used to create ten equal intervals between zero and one. |
|- | |- | ||
− | | 02 | + | | 02:42 |
− | || We find the value of the integral and store it in ''' I one''' | + | || We find the value of the integral and store it in ''' I one'''. |
|- | |- | ||
− | | 02 | + | | 02:49 |
− | | Click on '''Execute''' on '''Scilab editor''' and choose '''Save and | + | | Click on '''Execute''' on '''Scilab editor''' and choose '''Save and execute ''' the code. |
|- | |- | ||
− | |03 | + | |03:02 |
| Define the example function by typing: | | Define the example function by typing: | ||
|- | |- | ||
− | | 03 | + | | 03:05 |
− | | '''d e f f open | + | | '''d e f f open parenthesis open single quote open square bracket y close square bracket is equal to f of x close quote comma open quote y is equal to one by open parenthesis two asterisk x plus one close parenthesis close quote close parenthesis''' |
|- | |- | ||
− | | 03 | + | | 03:30 |
− | | Press '''Enter ''' | + | | Press '''Enter '''. Type '''Trap underscore composite open parenthesis f comma zero comma one comma ten close parenthesis''' |
|- | |- | ||
− | | 03 | + | |03:41 |
− | + | | Press '''Enter '''. | |
− | + | ||
− | + | ||
− | + | ||
− | | Press '''Enter ''' | + | |
− | + | ||
|- | |- | ||
− | |03 | + | |03:43 |
− | | The answer is displayed on the '''console ''' | + | | The answer is displayed on the '''console '''. |
|- | |- | ||
− | | 03 | + | | 03:47 |
− | | Next we shall study '''Composite | + | | Next we shall study '''Composite Simpson's rule.''' |
|- | |- | ||
− | | 03 | + | | 03:51 |
− | + | ||
− | + | ||
+ | | In this rule, we decompose the interval ''' a comma b''' into '''n is greater than 1''' sub-intervals of equal length. | ||
|- | |- | ||
− | | 04 | + | | 04:03 |
− | || Apply '''Simpson's rule''' to each interval | + | || Apply '''Simpson's rule''' to each interval. |
|- | |- | ||
− | | 04 | + | | 04:06 |
− | + | ||
− | + | ||
+ | | We get the value of the integral to be: | ||
|- | |- | ||
− | |04 | + | |04:10 |
− | + | ||
− | + | ||
+ | | '''h by three multiplied by the sum of f zero, four into f one , two into f two to f n'''. | ||
|- | |- | ||
− | |04 | + | |04:19 |
||Let us solve an example using '''Composite Simpson's rule. ''' | ||Let us solve an example using '''Composite Simpson's rule. ''' | ||
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|- | |- | ||
− | | 04 | + | | 04:24 |
− | + | ||
− | + | ||
+ | |We are given a '''function one by one plus x cube d x in the interval one to two'''. | ||
|- | |- | ||
− | | 04 | + | | 04:32 |
− | + | ||
− | + | ||
+ | | Let the number of intervals be '''twenty '''. | ||
|- | |- | ||
− | |04 | + | |04:37 |
− | + | ||
− | + | ||
− | + | ||
+ | | Let us look at the code for '''Composite Simpson's rule'''. | ||
|- | |- | ||
− | |04 | + | |04:42 |
| We first define the function with parameters '''f , a , b , n. ''' | | We first define the function with parameters '''f , a , b , n. ''' | ||
|- | |- | ||
− | | 04 | + | | 04:49 |
| '''f''' refers to the function we have to solve, | | '''f''' refers to the function we have to solve, | ||
− | |||
− | |||
|- | |- | ||
− | |04 | + | |04:52 |
||'''a''' is the lower limit of the integral, | ||'''a''' is the lower limit of the integral, | ||
− | |||
|- | |- | ||
− | |04 | + | |04:56 |
| '''b''' is the upper limit of the integral and | | '''b''' is the upper limit of the integral and | ||
− | |||
|- | |- | ||
− | | 04 | + | | 04:58 |
| '''n''' is the number of intervals. | | '''n''' is the number of intervals. | ||
− | |||
− | |||
|- | |- | ||
− | | 05 | + | | 05:02 |
|We find two sets of points. | |We find two sets of points. | ||
− | |||
|- | |- | ||
− | | 05 | + | | 05:04 |
− | + | ||
− | + | ||
− | + | ||
+ | | We find the value of the function with one set and multiply it with two. | ||
|- | |- | ||
− | | 05 | + | | 05:10 |
− | + | ||
− | + | ||
− | + | ||
+ | | With the other set, we find the value and multiply it with four. | ||
|- | |- | ||
− | | 05 | + | | 05:16 |
− | ||We sum these values and multiply it with '''h by three and store the final value in I ''' | + | ||We sum these values and multiply it with '''h by three and store the final value in I '''. |
|- | |- | ||
− | | 05 | + | | 05:24 |
− | ||Let us execute the code | + | ||Let us execute the code. |
|- | |- | ||
− | | 05 | + | | 05:28 |
− | || Save and execute the file '''Simp underscore composite dot s c i''' | + | || Save and execute the file '''Simp underscore composite dot s c i'''. |
|- | |- | ||
− | | 05 | + | | 05:39 |
|Let me clear the screen first. | |Let me clear the screen first. | ||
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|- | |- | ||
− | | 05 | + | | 05:42 |
− | | Define the function given in the example by typing | + | | Define the function given in the example by typing: |
|- | |- | ||
− | |05 | + | |05:45 |
− | + | ||
− | + | ||
+ | |'''d e f f open parenthesis open single quote open square bracket y close square bracket is equal to f of x close quote comma open quote y is equal to one divided by open parenthesis one plus x cube close parenthesis close quote close parenthesis''' | ||
|- | |- | ||
− | |06 | + | |06:12 |
− | + | ||
− | + | ||
+ | | Press '''Enter '''. | ||
|- | |- | ||
− | | 06 | + | | 06:14 |
− | + | ||
− | + | ||
+ | | Type '''Simp underscore composite open parenthesis f comma one comma two comma twenty close parenthesis''' | ||
|- | |- | ||
− | |06 | + | |06:24 |
− | + | ||
− | + | ||
− | + | ||
+ | ||Press '''Enter '''. | ||
|- | |- | ||
− | | 06 | + | | 06:26 |
| The answer is displayed on the console. | | The answer is displayed on the console. | ||
− | |||
|- | |- | ||
− | | 06 | + | | 06:31 |
| Let us now look at '''Composite Midpoint Rule.''' | | Let us now look at '''Composite Midpoint Rule.''' | ||
− | |||
− | |||
|- | |- | ||
− | | 06 | + | | 06:35 |
− | | It integrates polynomials of degree one or less | + | | It integrates polynomials of degree one or less, |
|- | |- | ||
− | |06 | + | |06:40 |
− | | | + | | divides the interval '''a comma b''' into a ''' sub-intervals'''of equal width. |
|- | |- | ||
− | |06 | + | |06:49 |
− | | Finds the midpoint of each interval indicated by '''x i ''' | + | | Finds the midpoint of each interval indicated by '''x i '''. |
|- | |- | ||
− | |06 | + | |06:54 |
− | | We find the sum of the values of the integral at each midpoint | + | | We find the sum of the values of the integral at each midpoint. |
|- | |- | ||
− | |07 | + | |07:00 |
− | | Let us solve this problem using '''Composite Midpoint Rule''' | + | | Let us solve this problem using '''Composite Midpoint Rule'''. |
|- | |- | ||
− | |07 | + | |07:05 |
− | | '''We are given a function one minus x square d x in the interval zero to one point five''' | + | | '''We are given a function one minus x square d x in the interval zero to one point five'''. |
|- | |- | ||
− | |07 | + | |07:15 |
− | | We assume '''n''' is equal to '''twenty ''' | + | | We assume '''n''' is equal to '''twenty '''. |
|- | |- | ||
− | |07 | + | |07:18 |
− | | Let us look at the code for '''Composite Midpoint rule''' | + | | Let us look at the code for '''Composite Midpoint rule'''. |
|- | |- | ||
− | |07 | + | |07:24 |
| We first define the function with parameters '''f , a , b , n. ''' | | We first define the function with parameters '''f , a , b , n. ''' | ||
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|- | |- | ||
− | |07 | + | |07:30 |
| '''f ''' refers to the function we have to solve, | | '''f ''' refers to the function we have to solve, | ||
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|- | |- | ||
− | |07 | + | |07:33 |
| '''a''' is the lower limit of the integral, | | '''a''' is the lower limit of the integral, | ||
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|- | |- | ||
− | |07 | + | |07:36 |
| '''b ''' is the upper limit of the integral and | | '''b ''' is the upper limit of the integral and | ||
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|- | |- | ||
− | |07 | + | |07:39 |
| '''n ''' is the number of intervals. | | '''n ''' is the number of intervals. | ||
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|- | |- | ||
− | |07 | + | |07:41 |
− | + | ||
− | + | ||
+ | | We find the midpoint of each interval. | ||
|- | |- | ||
− | |07 | + | |07:45 |
| Find the value of integral at each midpoint and then find the sum and store it in '''I.''' | | Find the value of integral at each midpoint and then find the sum and store it in '''I.''' | ||
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|- | |- | ||
− | |07 | + | |07:53 |
− | | Let us now solve the example | + | | Let us now solve the example. |
|- | |- | ||
− | |07 | + | |07:55 |
− | | Save and execute the file '''mid underscore composite dot s c i''' | + | | Save and execute the file '''mid underscore composite dot s c i'''. |
|- | |- | ||
− | |08 | + | |08:04 |
− | | Let me clear the screen | + | | Let me clear the screen. |
|- | |- | ||
− | |08 | + | |08:08 |
− | | We define the function given in the example by typing | + | | We define the function given in the example by typing: |
|- | |- | ||
− | |08 | + | |08:13 |
− | | '''d e f f open | + | | '''d e f f open parenthesis open single quote open square bracket y close square bracket is equal to f of x close quote comma open quote y is equal to one minus x square close quote close parenthesis''' |
|- | |- | ||
− | |08 | + | |08:37 |
− | | Press '''Enter''' | + | | Press '''Enter'''. |
|- | |- | ||
− | |08 | + | |08:39 |
− | | Then type '''mid underscore composite open | + | | Then type '''mid underscore composite open parenthesis f comma zero comma one point five comma twenty close parenthesis''' |
|- | |- | ||
− | |08 | + | |08:53 |
− | |Press '''Enter ''' | + | |Press '''Enter '''. The answer is displayed on the '''console'''. |
− | + | ||
− | + | ||
− | + | ||
− | + | ||
− | + | ||
− | + | ||
|- | |- | ||
− | |08 | + | |08:59 |
| Let us summarize this tutorial. | | Let us summarize this tutorial. | ||
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|- | |- | ||
− | |09 | + | |09:02 |
| In this tutorial we have learnt to: | | In this tutorial we have learnt to: | ||
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|- | |- | ||
− | |09 | + | |09:04 |
| Develop '''Scilab''' code for '''numerical integration''' | | Develop '''Scilab''' code for '''numerical integration''' | ||
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|- | |- | ||
− | |09 | + | |09:08 |
− | + | ||
− | + | ||
+ | | Find the value of an '''integral'''. | ||
|- | |- | ||
− | |09 | + | |09:11 |
− | | Watch the video available at the link shown below | + | | Watch the video available at the link shown below. |
|- | |- | ||
− | | 09 | + | | 09:15 |
− | + | ||
− | + | ||
− | + | ||
+ | | It summarizes the Spoken Tutorial project. | ||
|- | |- | ||
− | |09 | + | |09:18 |
− | ||If you do not have good bandwidth, you can download and watch it | + | ||If you do not have good bandwidth, you can download and watch it. |
|- | |- | ||
− | |09 | + | |09:23 |
− | ||The spoken tutorial Team | + | ||The spoken tutorial Team: |
|- | |- | ||
− | |09 | + | |09:25 |
||Conducts workshops using spoken tutorials | ||Conducts workshops using spoken tutorials | ||
− | |||
|- | |- | ||
− | | | + | |09:29 |
− | + | ||
− | + | ||
+ | ||Gives certificates to those who pass an online test. | ||
|- | |- | ||
− | |09 | + | |09:32 |
− | + | ||
− | + | ||
+ | ||For more details, please write to contact@spoken-tutorial.org. | ||
|- | |- | ||
− | |09 | + | |09:40 |
− | |Spoken Tutorial Project is a part of the Talk to a Teacher project | + | |Spoken Tutorial Project is a part of the Talk to a Teacher project. |
|- | |- | ||
− | | 09 | + | | 09:45 |
| It is supported by the National Mission on Eduction through ICT, MHRD, Government of India. | | It is supported by the National Mission on Eduction through ICT, MHRD, Government of India. | ||
|- | |- | ||
− | | 09 | + | | 09:52 |
− | |More information on this mission is available at http://spoken-tutorial.org/NMEICT-Intro | + | |More information on this mission is available at http://spoken-tutorial.org/NMEICT-Intro. |
|- | |- | ||
− | | 10 | + | | 10:03 |
− | |This is Ashwini Patil signing off. Thank you for joining. | + | |This is Ashwini Patil, signing off. Thank you for joining. |
Latest revision as of 11:37, 10 March 2017
Time | Narration |
00:01 | Dear Friends, Welcome to the Spoken Tutorial on Composite Numerical Integration. |
00:07 | At the end of this tutorial, you will learn how to: |
00:11 | Develop Scilab code for different Composite Numerical Integration algorithms |
00:17 | Divide the integral into equal intervals |
00:21 | Apply the algorithm to each interval and |
00:24 | Calculate the composite value of the integral. |
00:28 | To record this tutorial, I am using |
00:30 | Ubuntu 12.04 as the operating system |
00:34 | with Scilab 5.3.3 version. |
00:38 | Before practicing this tutorial, a learner should have basic knowledge of |
00:42 | Scilab and |
00:44 | Integration using Numerical Methods. |
00:47 | For Scilab, please refer to the relevant tutorials available on the Spoken Tutorial website. |
00:55 | Numerical Integration is the |
00:58 | study of how the numerical value of an integral can be found. |
01:03 | It is used when exact mathematical integration is not available. |
01:08 | It approximates a definite integral from values of the integrand. |
01:15 | Let us study Composite Trapezoidal Rule. |
01:18 | This rule is the extension of trapezoidal rule. |
01:22 | We divide the interval a comma b into n equal intervals. |
01:29 | Then h equals to b minus a divided by n is the common length of the intervals. |
01:36 | Then composite trapezoidal rule is given by: |
01:41 | The integral of the function F of x in the interval a to b is approximately equal to h multiplied by the sum of the values of the function at x zero to x n |
01:57 | Let us solve an example using composite trapezoidal rule. |
02:02 | Assume the number of intervals n is equal to ten (n=10). |
02:09 | Let us look at the code for Composite Trapezoidal Rule on Scilab editor |
02:16 | We first define the function with parameters f , a , b , n. |
02:22 | f refers to the function we have to solve, |
02:25 | a is the lower limit of the integral, |
02:28 | b is the upper limit of the integral and |
02:31 | n is the number of intervals. |
02:34 | linspace function is used to create ten equal intervals between zero and one. |
02:42 | We find the value of the integral and store it in I one. |
02:49 | Click on Execute on Scilab editor and choose Save and execute the code. |
03:02 | Define the example function by typing: |
03:05 | d e f f open parenthesis open single quote open square bracket y close square bracket is equal to f of x close quote comma open quote y is equal to one by open parenthesis two asterisk x plus one close parenthesis close quote close parenthesis |
03:30 | Press Enter . Type Trap underscore composite open parenthesis f comma zero comma one comma ten close parenthesis |
03:41 | Press Enter . |
03:43 | The answer is displayed on the console . |
03:47 | Next we shall study Composite Simpson's rule. |
03:51 | In this rule, we decompose the interval a comma b into n is greater than 1 sub-intervals of equal length. |
04:03 | Apply Simpson's rule to each interval. |
04:06 | We get the value of the integral to be: |
04:10 | h by three multiplied by the sum of f zero, four into f one , two into f two to f n. |
04:19 | Let us solve an example using Composite Simpson's rule. |
04:24 | We are given a function one by one plus x cube d x in the interval one to two. |
04:32 | Let the number of intervals be twenty . |
04:37 | Let us look at the code for Composite Simpson's rule. |
04:42 | We first define the function with parameters f , a , b , n. |
04:49 | f refers to the function we have to solve, |
04:52 | a is the lower limit of the integral, |
04:56 | b is the upper limit of the integral and |
04:58 | n is the number of intervals. |
05:02 | We find two sets of points. |
05:04 | We find the value of the function with one set and multiply it with two. |
05:10 | With the other set, we find the value and multiply it with four. |
05:16 | We sum these values and multiply it with h by three and store the final value in I . |
05:24 | Let us execute the code. |
05:28 | Save and execute the file Simp underscore composite dot s c i. |
05:39 | Let me clear the screen first. |
05:42 | Define the function given in the example by typing: |
05:45 | d e f f open parenthesis open single quote open square bracket y close square bracket is equal to f of x close quote comma open quote y is equal to one divided by open parenthesis one plus x cube close parenthesis close quote close parenthesis |
06:12 | Press Enter . |
06:14 | Type Simp underscore composite open parenthesis f comma one comma two comma twenty close parenthesis |
06:24 | Press Enter . |
06:26 | The answer is displayed on the console. |
06:31 | Let us now look at Composite Midpoint Rule. |
06:35 | It integrates polynomials of degree one or less, |
06:40 | divides the interval a comma b into a sub-intervalsof equal width. |
06:49 | Finds the midpoint of each interval indicated by x i . |
06:54 | We find the sum of the values of the integral at each midpoint. |
07:00 | Let us solve this problem using Composite Midpoint Rule. |
07:05 | We are given a function one minus x square d x in the interval zero to one point five. |
07:15 | We assume n is equal to twenty . |
07:18 | Let us look at the code for Composite Midpoint rule. |
07:24 | We first define the function with parameters f , a , b , n. |
07:30 | f refers to the function we have to solve, |
07:33 | a is the lower limit of the integral, |
07:36 | b is the upper limit of the integral and |
07:39 | n is the number of intervals. |
07:41 | We find the midpoint of each interval. |
07:45 | Find the value of integral at each midpoint and then find the sum and store it in I. |
07:53 | Let us now solve the example. |
07:55 | Save and execute the file mid underscore composite dot s c i. |
08:04 | Let me clear the screen. |
08:08 | We define the function given in the example by typing: |
08:13 | d e f f open parenthesis open single quote open square bracket y close square bracket is equal to f of x close quote comma open quote y is equal to one minus x square close quote close parenthesis |
08:37 | Press Enter. |
08:39 | Then type mid underscore composite open parenthesis f comma zero comma one point five comma twenty close parenthesis |
08:53 | Press Enter . The answer is displayed on the console. |
08:59 | Let us summarize this tutorial. |
09:02 | In this tutorial we have learnt to: |
09:04 | Develop Scilab code for numerical integration |
09:08 | Find the value of an integral. |
09:11 | Watch the video available at the link shown below. |
09:15 | It summarizes the Spoken Tutorial project. |
09:18 | If you do not have good bandwidth, you can download and watch it. |
09:23 | The spoken tutorial Team: |
09:25 | Conducts workshops using spoken tutorials |
09:29 | Gives certificates to those who pass an online test. |
09:32 | For more details, please write to contact@spoken-tutorial.org. |
09:40 | Spoken Tutorial Project is a part of the Talk to a Teacher project. |
09:45 | It is supported by the National Mission on Eduction through ICT, MHRD, Government of India. |
09:52 | More information on this mission is available at http://spoken-tutorial.org/NMEICT-Intro. |
10:03 | This is Ashwini Patil, signing off. Thank you for joining. |