2015
O'Reilly Media / Infinite Skills
James Powell
4:00
English
In this Python Best Practices training course, expert author James Powell covers the built-in data types in Python. This course is designed for beginning to intermediate Python users.
You will start by learning about data structures, including the dict type, problem statements, terms, and how to create a dict. From there, James will teach you how to interact with the set type, such as type constructing, comprehension, and indexing. Finally, this video tutorial covers list and tuple types, including the list type, how to create a list and tuple, and semantics.
Once you have completed this computer based training course, you will have gained a solid understanding of the built-in data types in Python. Working files are included, allowing you to follow along with the author throughout the lessons.
01. Introduction To Python Best Practices
0101 Introduction And About The Author
0102 How To Access Your Working Files
02. Choosing The Right Data Structures
0201 The Dict Type
0202 Problem Statements
0203 Terms
0204 Dictionary
0205 Map
0206 Creating A Dict
0207 Dict.Update
0208 Dict Methods
0209 Dict.Clear
0210 Dict.Copy
0211 Dict.Get
0212 Dict.Pop And Dict.Popitem
0213 Dict.Keys, Dict.Values And Dict.Items
0214 Dict.Setdefault
0215 Dict.__Missing__
0216 Dict Comprehensions
0217 Lookup Table
0218 Relation And Function
0219 __Getitem__ And __Call__
0220 Dict-Alikes
0221 Rangedict And Passthrudict
0222 Collections.Defaultdict
0223 Hash
0224 Dict Versus Object
0225 Semantics
0226 Attribute Dictionary
0227 Vigenere Cipher
0228 Concordance
03. Interacting With The Set Type
0301 Problem Statement
0302 The Set Type
0303 Type Constructing
0304 Indexing
0305 Iterate And Union
0306 Remove And Discard
0307 Comprehension
0308 Example And Valid Straights
0309 Best_Hand
0310 Helper Functions
0311 Example Hands
0312 Displaying Example Hands
0313 Additional Methods
0314 Prime Number Generator
04. List And Tuple Types
0401 Introduction To List And Tuple Type
0402 Problem Statement
0403 The List Type
0404 The Tuple Type
0405 Creating A List
0406 Creating A Tuple
0407 Comprehension Syntax
0408 Getitem
0409 Setitem
0410 Setitem - Corner Case
0411 Delitem
0412 Iteration
0413 Unpacking
0414 Addition And Multiplication
0415 Argument Unpacking
0416 .Count And .Index
0417 List Methods
0418 Semantics
0419 Collections.Namedtuple
0420 Collections.Deque - Stacks, Queues And Deques
0421 Collections.Deque - More Stacks
0422 Heapq Module
05. Conclusion
0501 Wrap-Up
Download File Size:725.38 MB
|
