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1.1 Why Program
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1.2 Hardware Architecture
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1.3 Python as a Language
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1.4 What do we Say to Python?
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Installing Python 3 on a Macintosh
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Code Walkthrough: Hello World
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2.1 Building Blocks of Python
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2.2 Expressions
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Code Walkthrough: Exercise 2.2
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Code Walkthrough: Exercise 2.3
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3.1 If-Then-Else
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3.2 More Conditional Statements
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Code Walkthrough: Exercise 3.1
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Code Walkthrough: Exercise 3.2
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4.1 Using Pre-Defined Functions
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4.2 Building our Own Functions
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Code Walkthrough: Exercise 4.6
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5.1 The Basics of Loops
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5.2 Definite Loops
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5.3 Patterns for Making Loops
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5.4 Loop Techniques
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Worked Exercise: Exercise 5.1
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6.1 Storing Text Data in Strings
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6.2 String Operations
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Worked Example: Exercise 6.5
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7.1 Reading Files
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7.2 Processing Data in Files
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Worked Example: Exercise 7.1
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8.1 Creating and Using Lists
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8.2 Manipulating Lists
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8.3 Strings and Lists
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Worked Exercise: Chapter 8
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9.1 Python Dictionaries
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9.2 Building Histograms
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9.3 Counting Words in Text
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Worked Exercise: Dictionaries
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10.1 Understanding Tuples
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10.2 Sorting Data
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Worked Example: Sorting Dictionaries
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11.1 Introduction to Regular Expressions
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11.2 Matching and Extracting Data
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11.3 String Parsing with Regular Expressions
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12.1 Network Technology (TCP/IP)
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12.2 Hypertext Transport Protocol (HTTP)
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12.3 Building a Web Browser in Python
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Worked Example: Sockets
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12.4 Unicode Characters and Strings
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12.5 Retrieving Web Pages
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Worked Example: Using urllib
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12.6 Parsing Web Pages
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Worked Example: Parsing HTML
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13.1 Data on the Web
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13.2 eXtensible Markup Language (XML)
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Worked Example: XML
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13.3 XML Schema
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13.4 JavaScript Object Notation
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Worked Example: JSON
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13.5 Service Oriented Approach (SOA)
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13.6 Using Application Programming Interfaces
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Worked Example: GeoJSON
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13.7 Securing API Requests
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Worked Example: Twitter and OAuth
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14.1 Object Oriented Definitions and Terminology
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14.2 Our First Class and Object
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14.3 Object Life Cycle
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14.4 Object Inheritance
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15.1 Relational Databases
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15.2 Single Table SQL
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Worked Example: Storing Twitter Data
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15.3 Building a Relational Model
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15.4 Database Key Types
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15.5 Representing Relationships in Database Tables
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15.6 Multi-Table Retrieval using JOIN
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Worked Example: Multiple Tracks
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15.7 Many-to-Many Relationships
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Worked Example: Many-to-Many
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16.1 Visualizing Map Data
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Worked Example: Retrieving Geocoded Data
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16.2 Building a Web Search Engine
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Worked Example: A Web Crawler
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Worked Example: Running PageRank
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Worked Example: Visualizing PageRank
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16.3 Processing Mail Data
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Worked Example: Retrieving Email Data
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Worked Example: Cleaning and Modelling Mail Data
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Worked Example: Visualizing Mail Data
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