APL_Python

Applied Programming Language - Python Programming for Engineers and Scienctists

In Class Exercise

> ICE #01 - Reverse Number + Area & Circumference Calcuation

#1-1 Differences between Python 2 & Python 3 --- ICE #1-1 Document

#1-2-a Reverse Number --- ICE #1-2-a Source

#1-2-b Calcuate Area & Circumference of a circle --- ICE #1-2-b Source

> ICE #02 - String Manipulation

#2 Frequencies, Max word length, Characters/Digits Count --- ICE #2 Source

> ICE #03 - Game Board + Make a New List of selected elements

#3-1 Game Board --- ICE #3-1 Source

#3-2 Make New List --- ICE #3-2 Source

> ICE #04 - Parse + Extract info from a wikipage

#4 BeautifulSoup and Requests Library --- ICE #4 Source

> ICE #05 - Class + Numpy Array

#5-1 Class OOP + Inheritence --- ICE #5-1 Source

#5-2 Numpy Array with Random Values --- ICE #5-2 Source

> ICE #06 - Linear Regression

#6 Linear Regression using numpy + matplotlib--- ICE #6 Source

> ICE #07 - Library NLTK in Python

#7-1 WordNet --- ICE #7-1 Source

#7-2 Tokenization --- ICE #7-2 Source

#7-3 Stemming --- ICE #7-3 Source

#7-4 POS --- ICE #7-4 Source

#7-5 Lemmatization --- ICE #7-5 Source

#7-6 Trigram --- ICE #7-6 Source

#7-7 Named Entity Recognition --- ICE #7-7 Source

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Lab Assignment

> Lab #01

#1-a Odd or Even Number --- Lab #1-a Source

#1-b Rectangle Parimeter --- Lab #1-b Source

#1-c Number Guess Game --- Lab #1-c Source

#1 Lab Report --- Lab #1 Wiki

#1 Results --- Lab #1 Screenshots

> Lab #02

#2-1 Print out first letter of the name in astericks --- Lab #2-1 Source

#2-2 Check if a string contains all alphabets --- Lab #2-2 Source

#2-3 Find numbers between 1500 & 2700 that are divisible by 7 + multiple of 5 --- Lab #2-3 Source

#2 Lab Report --- Lab #2 Wiki

#2 Results --- Lab #2 Screenshots

> Lab #03

#3-1 Convert string to characters in list and tuples --- Lab #3-1 Source

#3-2 Sorted Tuples --- Lab #3-2 Source

#3-3 Tic Tac Toe Game --- Lab #3-3 Source

#3 Lab Report --- Lab #3 Wiki

#3 Results --- Lab #3 Screenshots

> Lab #04

#4-a Ordered Dictionary --- Lab #4-a Source

#4-b Mash Dictionary Key with integer Values --- Lab #4-b Source

#4-c Comma Seperate Sequence --- Lab #4-c Source

#4-d Symmeric Difference--- Lab #4-d Source

#4 Lab Report --- Lab #4 Wiki

#4 Results --- Lab #4 Screenshots

> Lab #05

#5-1 Management System --- Lab #5-1 Source

#5-2 Tic Tac Toe using Encapsulation --- Lab #5-2 Source

#5-3 Game Of Life --- Lab #5-3 Source

#5 Lab Report --- Lab #5 Wiki

#5 Results --- Lab #5 Screenshots

> Lab #06

#6-1-1 Linear Regression Using Tensorflow --- Lab #6-1-1 Source

-- Dataset : Forest File from UCI Machine Learning Repository

#6-1-2 K-Mean Clustering --- Lab #6-1-2 Source

#6 Lab Report --- Lab #6 Wiki

#6 Results --- Lab #6 Screenshots

> Lab #07

#7 Summarize an article using NLTK --- Lab #7 Source

-- File Source : The Man Trap from The Economist 1843

#7 Lab Report ( with Tableau Visualization ) --- Lab #7 Wiki

-- * Tableau : Word Frequency Result Visualization

#7 Results --- Lab #7 Screenshot + Full list of Words & frequencies + Sentences with top 5 words

> Lab #08

#7 Baby Name Generator using Markov Chain --- Lab #8 Source

-- Data Source : Social Security National Popular Baby Name

#8 Lab Report --- Lab #8 Wiki

#8 Results --- Lab #8 Screenshot