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Data Visualization
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Classroom Contents
Python for Everybody - Full University Python Course
Automatically move to the next video in the Classroom when playback concludes
- 1 Why Program?
- 2 Why Program? - Hardware Architecture
- 3 Python 3 Windows Installation
- 4 Python 3 Mac Installation
- 5 Why Program? - Python as a Language
- 6 Why Program? - What do we say?
- 7 Variables, Expressions, and Statements
- 8 Variables, Expressions, and Statements - Expressions
- 9 Conditional Execution
- 10 Conditional Execution - More Conditional Structures
- 11 Functions
- 12 Functions - Functions of our own
- 13 Loops and Iteration
- 14 Loops and Iteration - Definite Loops
- 15 Loops and Iteration - Loop Idioms
- 16 Loops and Iteration - More Loop Patterns
- 17 Strings
- 18 Strings - More String Operations
- 19 Reading Files
- 20 Reading Files - Reading Files in Python
- 21 Python Lists
- 22 Python Lists - Loop Operations
- 23 Python Lists - Strings vs. Lists
- 24 Python Lists - Strings, Files, Lists & the Guardian Pattern
- 25 Dictionaries
- 26 Dictionaries - Counting
- 27 Dictionaries - Counting Words in Text
- 28 Dictionaries - Counting Word Frequency Using a Dictionary
- 29 Tuples
- 30 Tuples - Sorting
- 31 Tuples - Sorting a Dictionary Using Tuples
- 32 Regular Expressions
- 33 Regular Expressions - From Matching to Extracting
- 34 Regular Expressions - String Parsing
- 35 Networked Programs
- 36 Networked Programs - Application Protocols
- 37 Networked Programs - Write a Web Browser
- 38 Networked Programs - Code Example: socket1.py
- 39 Networked Programs - Characters and Strings
- 40 Networked Programs - urllib
- 41 Networked Programs - Code Example: urllib1.py, urlwords.py
- 42 Networked Programs - Parsing HTML
- 43 Networked Programs - Code Example: urllinks.py
- 44 Using Web Services
- 45 Using Web Services - XML
- 46 Using Web Services - Code Example: xml1.py, xml2.py
- 47 Using Web Services - XML Schema
- 48 Using Web Services - JavaScipt Notation
- 49 Using Web Services - Code Example: json1.py, json2.py
- 50 Using Web Services - Service Oriented Approach
- 51 Using Web Services - Web Services
- 52 Using Web Services - Code Example: geojson.py
- 53 Using Web Services - API Security & Rate Limiting
- 54 Using Web Services - Code Example: twitter1.py, twitter2.py
- 55 Python Objects
- 56 Python Objects - Sample Code
- 57 Python Objects - Object Lifecycle
- 58 Python Objects - Inheritance
- 59 Databases
- 60 Databases - SQLite Browser
- 61 Databases - Code Sample: emaildb.py
- 62 Databases - Code Sample: twspider.py
- 63 Databases - Database Design
- 64 Databases - Representing Relationships
- 65 Databases - Relationship Building
- 66 Databases - Join Operation
- 67 Databases - Code Sample: tracks.py
- 68 Databases - Many-to-Many Relationships
- 69 Databases - Code Sample: roster.py
- 70 Databases - Code Sample: twspider.py
- 71 Data Visualization
- 72 Data Visualization - Code Sample: Geodata
- 73 Data Visualization - Page Rank
- 74 Data Visualization - Code Sample: Pagerank Spidering
- 75 Data Visualization - Code Sample: Pagerank Computation
- 76 Data Visualization - Code Sample: Pagerank Visualization
- 77 Data Visualization - Mailing List Crawl
- 78 Data Visualization - Code Sample: Gmane Data Retrieval
- 79 Data Visualization - Code Sample: Gmane Data Modeling
- 80 Data Visualization - Code Sample: Gmane Data Visualization
