Geogebra for Interactive Teaching and Learning

5:00 PM

Outline

1.Importance of Visualization

2. Geogebra and its capability

4. Applets for Visualizing 1D and 2D functions

5. Applets for Activity based Learning

6. Conclusion

3. Funny and Motivating Example

Imagination is more important than knowledge. Knowledge is limited. Imagination encircles the world.

-Einstein

The game I play is a very interesting one. It’s imagination, in a tight strait-jacket.

Richard Feynman

I like to play about with equations, just looking for beautiful mathematical relations which maybe don’t have any physical meaning at all. Sometimes they do.

Paul Dirac

The universe is

full of

objects

Physical

Mathematical

and

their Interactions

So is Geogebra !

Funny and Motivating Example

Car is an Object in the universe

(Point in the coordinate system)

Moving is an (inter)action

(Change in Coordinate of the point)

Collision is an (Inter)action

(Overlapping Coordinate Points)

Click on the Buttons to Start/Stop driving

With this Object Oriented view, I Hope, we can (Ideally) visualize anything in Geogebra!

You can Interact with the applets in the upcoming slides and get a feel for it.

To illustrate the capability of geogebra, I have cherry-picked  examples that we may already be familiar with.

Know the objects involved and their Interactions (Relations)

Taylor Series

Please do not run away !

What is Taylor Series?

Taylor series is a way of approximating any continuously differentiable function \(\mathscr{f(x)}\) using polynomials of degree \(n\). The higher the degree the better the approximation!.

 \(\mathscr{f}(x)=\mathscr{f}(p)+\frac{\mathscr{f'}(p)}{1!}(x-p)+\frac{\mathscr{f''}(p)}{2!}(x-p)^2+\frac{\mathscr{f'''}(p)}{3!}(x-p)^3+ \cdots\)

\(\eta \in (0,1) \) is a parameter to adjust the gradient value to obtain a better approximation around point \(p\)

x
\mathscr{f}(x)
p

Linear Approximation (\( n=1 \))

\( \mathscr{f}(x)=\mathscr{f}(p)+\eta \frac{\mathscr{f'}(p)}{1!}(x-p) \)

Quadratic Approximation (\(n=2\))

 \(\mathscr{f}(x)=\mathscr{f}(p)+\eta \frac{\mathscr{f'}(p)}{1!}(x-p)+\eta^2 \frac{\mathscr{f''}(p)}{2!}(x-p)^2 \)

Try with different \( f(x) \) such as \(x^2,exp(x),sin(x),x^3 \cdots  \) and see how closely taylor series approximate the function at the point \(x = X\) and around its neighbour \(\epsilon \)

You can drag the point on the sliders

You can increase/decrease Polynomial

Degree by clicking +/- symbol

Let us extend the Taylor series to  2D functions and Observe how it approximates the surface in and around the point \(\mathbf{x}\) 

Approximation in 2D

Adjust the slider \(p\) to see the Linear approximation of \(f(x)\)at the point \(p\)

Notice the gradient (\(dp\)) value.  

Change the value of  \(p\) according to the gradient value. That is, take a step \(p\pm dp\) (Enter the new value for \(p\) in the input box only)

After few adjustments, did you reach the local minimum?

If no, Repeat the game and make necessary 

changes to land in local minima.

Activity: Land on Local minima with gradient as guidance

Sampling from a Gaussian Distribution

We need not to create everything from scratch!

We can Look for existing applets created by thousands of authors

If not satisfied, modify it or

Create Our Own!

Following Slides Contain

a few examples

As you have witnessed, Geogebra can be the great visualization tool for both teachers and learners

It  enhances the teaching learning process

Literally, we can build any interactive applet.

However, there are some other applets tailored for particular subjects such  as

https://visualgo.net/en

for Data Structures (Linked Lists, B-Trees, Graphs)

Thank you

Geogebra for Interactive Teaching

By Arun Prakash

Geogebra for Interactive Teaching

Sensitization on Geogebra

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