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% Created 2011-05-26 Thu 12:31
\documentclass[presentation]{beamer}
\usepackage[latin1]{inputenc}
\usepackage[T1]{fontenc}
\usepackage{fixltx2e}
\usepackage{graphicx}
\usepackage{longtable}
\usepackage{float}
\usepackage{wrapfig}
\usepackage{soul}
\usepackage{textcomp}
\usepackage{marvosym}
\usepackage{wasysym}
\usepackage{latexsym}
\usepackage{amssymb}
\usepackage{hyperref}
\tolerance=1000
\usepackage[english]{babel} \usepackage{ae,aecompl}
\usepackage{mathpazo,courier,euler} \usepackage[scaled=.95]{helvet}
\usepackage{listings}
\lstset{language=Python, basicstyle=\ttfamily\bfseries,
commentstyle=\color{red}\itshape, stringstyle=\color{darkgreen},
showstringspaces=false, keywordstyle=\color{blue}\bfseries}
\providecommand{\alert}[1]{\textbf{#1}}
\title{}
\author{FOSSEE}
\date{26 May 2011}
\usetheme{Warsaw}\usecolortheme{default}\useoutertheme{infolines}\setbeamercovered{transparent}
\begin{document}
\begin{frame}
\begin{center}
\vspace{12pt}
\textcolor{blue}{\huge Statistics}
\end{center}
\vspace{18pt}
\begin{center}
\vspace{10pt}
\includegraphics[scale=0.95]{../images/fossee-logo.png}\\
\vspace{5pt}
\scriptsize Developed by FOSSEE Team, IIT-Bombay. \\
\scriptsize Funded by National Mission on Education through ICT\\
\scriptsize MHRD,Govt. of India\\
\includegraphics[scale=0.30]{../images/iitb-logo.png}\\
\end{center}
\end{frame}
\begin{frame}
\frametitle{Objectives}
\label{sec-2}
At the end of this tutorial,you will be able to,
\begin{itemize}
\item Do statistical operations in Python.
\item Sum a set of numbers.
\item Find their mean,median and standard deviation.
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Pre-requisite}
\label{sec-3}
Spoken tutorial on -
\begin{itemize}
\item Loading Data from files.
\item Getting started with Lists.
\item Accessing Pieces of Arrays.
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Data set}
\label{sec-4}
\begin{itemize}
\item A;015163;JOSEPH RAJ S;083;042;47;00;72;244;;;
\end{itemize}
The following are the fields in any given line.
\begin{itemize}
\item Region Code which is `A'
\item Roll Number 015163
\item Name JOSEPH RAJ S
\item Marks of 5 subjects: -- English 083 --
Hindi 042 -- Maths 47 --
Science 35 -- Social 72
\item Total marks 244
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Exercise 1}
\label{sec-5}
\begin{itemize}
\item In the given file football.txt at path /home/fossee/football.txt ,
one column is player name,second is goals at home
and third goals away.
\vspace{8pt}
\begin{enumerate}
\item Find the total goals for each player
\item Mean home and away goals
\item Standard deviation of home and away goals
\end{enumerate}
\end{itemize}
\end{frame}
\begin{frame}[fragile]
\frametitle{Solution 1}
\label{sec-6}
\lstset{language=Python}
\begin{lstlisting}
L=loadtxt('/home/fossee/football.txt',usecols=(1,2),
delimiter=',')
sum(L,1)
mean(L,0)
std(L,0)
\end{lstlisting}
\end{frame}
\begin{frame}
\frametitle{Summary}
\label{sec-7}
In this tutorial,we have learnt to -
\begin{itemize}
\item Do the standard statistical operations sum , mean
median and standard deviation in Python.
\item Combine text loading and the statistical operation to solve
real world problems.
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Evaluation}
\label{sec-8}
\begin{enumerate}
\item Given a two dimensional list,\\
two\_dimensional\_list=[[3,5,8,2,1],[4,3,6,2,1]]\\
how do we calculate the mean of each row?
\vspace{8pt}
\item Calcutate the median of the given list?\\
student\_marks=[74,78,56,87,91,82]
\vspace{8pt}
\item Suppose there is a file with 6 columns but we wish to load text
only in columns 2,3,4,5. How do we specify that?
\end{enumerate}
\end{frame}
\begin{frame}
\frametitle{Solutions}
\label{sec-9}
\begin{enumerate}
\item mean(two\_dimensional\_list,1)
\vspace{12pt}
\item median(student\_marks)
\vspace{12pt}
\item We use the parameter usecols=(2,3,4,5)
\end{enumerate}
\end{frame}
\begin{frame}
\begin{block}{}
\begin{center}
\textcolor{blue}{\Large THANK YOU!}
\end{center}
\end{block}
\begin{block}{}
\begin{center}
For more Information, visit our website\\
\url{http://fossee.in/}
\end{center}
\end{block}
\end{frame}
\end{document}
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