Python for Everybody (Video/PY4E)
These are the video lectures to supplement the textbook 'Python for Everybody: Exploring Information' and its associated web site www.py4e.com
filed in Technology
86 episodes available
last episode published 4 years ago
first episode published 4 years ago
Episodes
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1.1 Why Program -
1.2 Hardware Architecture -
1.3 Python as a Language -
1.4 What do we Say to Python? -
Installing Python 3 on a Macintosh -
Code Walkthrough: Hello World -
2.1 Building Blocks of Python -
2.2 Expressions -
Code Walkthrough: Exercise 2.2 -
Code Walkthrough: Exercise 2.3 -
3.1 If-Then-Else -
3.2 More Conditional Statements -
Code Walkthrough: Exercise 3.1 -
Code Walkthrough: Exercise 3.2 -
4.1 Using Pre-Defined Functions -
4.2 Building our Own Functions -
Code Walkthrough: Exercise 4.6 -
5.1 The Basics of Loops -
5.2 Definite Loops -
5.3 Patterns for Making Loops -
5.4 Loop Techniques -
Worked Exercise: Exercise 5.1 -
6.1 Storing Text Data in Strings -
6.2 String Operations -
Worked Example: Exercise 6.5 -
7.1 Reading Files -
7.2 Processing Data in Files -
Worked Example: Exercise 7.1 -
8.1 Creating and Using Lists -
8.2 Manipulating Lists -
8.3 Strings and Lists -
Worked Exercise: Chapter 8 -
9.1 Python Dictionaries -
9.2 Building Histograms -
9.3 Counting Words in Text -
Worked Exercise: Dictionaries -
10.1 Understanding Tuples -
10.2 Sorting Data -
Worked Example: Sorting Dictionaries -
11.1 Introduction to Regular Expressions -
11.2 Matching and Extracting Data -
11.3 String Parsing with Regular Expressions -
12.1 Network Technology (TCP/IP) -
12.2 Hypertext Transport Protocol (HTTP) -
12.3 Building a Web Browser in Python -
Worked Example: Sockets -
12.4 Unicode Characters and Strings -
12.5 Retrieving Web Pages -
Worked Example: Using urllib -
12.6 Parsing Web Pages -
Worked Example: Parsing HTML -
13.1 Data on the Web -
13.2 eXtensible Markup Language (XML) -
Worked Example: XML -
13.3 XML Schema -
13.4 JavaScript Object Notation -
Worked Example: JSON -
13.5 Service Oriented Approach (SOA) -
13.6 Using Application Programming Interfaces -
Worked Example: GeoJSON -
13.7 Securing API Requests -
Worked Example: Twitter and OAuth -
14.1 Object Oriented Definitions and Terminology -
14.2 Our First Class and Object -
14.3 Object Life Cycle -
14.4 Object Inheritance -
15.1 Relational Databases -
15.2 Single Table SQL -
Worked Example: Storing Twitter Data -
15.3 Building a Relational Model -
15.4 Database Key Types -
15.5 Representing Relationships in Database Tables -
15.6 Multi-Table Retrieval using JOIN -
Worked Example: Multiple Tracks -
15.7 Many-to-Many Relationships -
Worked Example: Many-to-Many -
16.1 Visualizing Map Data -
Worked Example: Retrieving Geocoded Data -
16.2 Building a Web Search Engine -
Worked Example: A Web Crawler -
Worked Example: Running PageRank -
Worked Example: Visualizing PageRank -
16.3 Processing Mail Data -
Worked Example: Retrieving Email Data -
Worked Example: Cleaning and Modelling Mail Data -
Worked Example: Visualizing Mail Data
