--- a/project/templates/about/tutorial.html	Fri Dec 10 14:20:18 2010 +0530
+++ b/project/templates/about/tutorial.html	Fri Dec 10 16:05:09 2010 +0530
@@ -145,7 +145,7 @@
 </ul>
 </li>
 <li>
-Plotting Experimental Data (1 hr) (<b>punch</b>)
+Plotting Experimental Data (1 hr) (<b>Puneeth</b>)
 <ul>
 <li>
 plotting points with lists
@@ -154,7 +154,7 @@
 basic lists
 <ul>
 <li>
-accessing first and last element and negative indexing (no striding)
+indexing
 </li>
 <li>
 appending
@@ -167,7 +167,7 @@
 loading data from files using loadtxt
 </li>
 <li>
-for loop with lists
+using for loop with lists
 <ul>
 <li>
 pendulum example
@@ -192,12 +192,10 @@
 Arrays (1 hr) (<b>Perry</b>)
 <ul>
 <li>
-make a reference to earlier example of squaring as motivation
-and say that there are loads of other goodies
+Why use arrays
 <ul>
 <li>
-give examples like find sin of a list of million elements
-using for and then use sin(an_array)
+finding sine of a list of million numbers
 </li>
 </ul>
 </li>
@@ -231,7 +229,7 @@
 matrices
 <ul>
 <li>
-one slide ( det, inv, norm )
+operations on matrices like det, inv, norm.
 </li>
 </ul>
 </li>
@@ -247,7 +245,7 @@
 Roots
 <ul>
 <li>
-introduce basic functions
+introduction to functions
 </li>
 </ul>
 </li>
@@ -258,7 +256,7 @@
 ODE
 <ul>
 <li>
-reinforce function
+revisiting functions
 </li>
 </ul>
 </li>
@@ -291,10 +289,10 @@
 loops
 <ul>
 <li>
-while (Fibonacci)
+while
 </li>
 <li>
-range, for (exercises)
+for loop and its usage with range
 </li>
 </ul>
 </li>
@@ -319,7 +317,7 @@
 sets
 </li>
 <li>
-spend time on examples
+examples
 </li>
 </ul>
 </li>
@@ -357,11 +355,6 @@
 </li>
 <li>
 PEP-8?
-<ul>
-<li>
-download PEP 8 and keep it handy
-</li>
-</ul>
 </li>
 </ul>
 </li>