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Python - Beyond the Basics
Python - Beyond the Basics by Robert Smallshire and Austin Bingham
“Python – Beyond the Basics deepens and broadens your knowledge of Python, a dynamic language popular for web development, big data, science, and scripting.”
“Python – Beyond the Basics builds directly on the foundations laid in our introductory Python course, Python Fundamentals. Python is a great dynamic language for web development, big data, science, and scripting. In this course we add breadth and depth to your Python skills, exploring the topics you'll need to create robust and readable applications of any size. On completing this course, you'll be familiar with the majority of Python techniques and constructs used in Python programs. Crucially, we'll also advise you on when – and when not – to use the different tools available in Python to best effect, to maximize the quality of your code, your productivity, and the joy inherent in coding in Python.”
Fair Use Source: https://app.pluralsight.com/library/courses/python-beyond-basics/description
- Course authors: Author: Robert Smallshire and Austin Bingham
- Course Level: Intermediate
- Course Duration: 7h 22m
- Course Released: July 18, 2014
Course Table of contents
This course is part of: Python Path
Prerequisites
5m 42s
Organizing Larger Programs
Organizing Larger Python Programs - 30m 7s
- Python Packages - 2m 28s
- Python Imports from sys.path - 3m 35s
- Python Implementing Packages - 3m 38s
- Python Subpackages - 1m 26s
- Example: A Full Program - 1m 49s
- Python Relative Imports - 2m 47s
- Python Namespace Packages - 3m 20s
- Python Executable Directories - 3m 15s
- Python Recommended Layout - 1m 16s
- Summary - 3m 40s
Beyond Basic Functions
Beyond Basic Python Functions - 32m 28s
- Python Function Review - 2m 30s
- Python Callable Instances - 4m 42s
- Python Classes Are Callable - 2m 21s
- Python Conditional Expressions - 1m 1s
- Python Lambdas - 4m 54s
- Python Extended Call Syntax - 2m 26s
- Python Duck Tail: Python Transposing Tables - 2m 31s
- Summary - 3m 5s
Closures and Decorators
- Python Closures and Decorators - 36m 57s
- Python Local Functions - 5m 4s
- Python Closures and Nested Scopes - 1m 51s
- Python Function Factories - 1m 30s
- Python Nonlocal Keyword - 5m 50s
- Python Function Decorators - 2m 6s
- Python Decorator Example - 2m 54s
- Python What Can Be a Decorator? - 2m 15s
- Python Instances as Decorators - 2m 8s
- Python Multiple Decorators - 2m 0s
- Python functools.wraps() - 4m 24s
- Python Duck Tails: Python Validating Arguments - 2m 17s
- Summary - 2m 38s
Properties and Class Methods
Python Properties and Class Methods - 40m 47s
- Python Class Attributes - 6m 2s
- Python Static Methods - 1m 49s
- Python Class Methods - 5m 27s
- Python Properties - 7m 26s
- Python Properties and Inheritance - 7m 26s
- Summary - 1m 48s
Strings and Representations
Python Strings and Representations - 18m 45s
- Python Two String Representations - 1m 30s
- Python repr() - 2m 52s
- Python str() - 59s
- Python When Are the Representations Used? - 1m 51s
- Python Interaction with format() - 2m 26s
- Python reprlib - 2m 30s
- Summary - 2m 41s
Numeric and Scalar Types
Python Numeric and Scalar Types - 1h 2m 15s
- Python Reviewing int and float - 5m 42s
- Python Decimal Module and the Python Decimal Type - 10m 31s
- Python Rational Numbers with the Python Fraction Type - 3m 6s
- Python Complex Type and the Python cmath Module - 5m 46s
- Python Number Base Conversions - 1m 43s
- Python datetime Module and Python date Type - 5m 21s
The time Type Clip Watched
2m 0s The datetime Type Clip Watched
3m 35s Durations with the timedelta Type Clip Watched
1m 14s Arithmetic with datetime Clip Watched
54s Time Zones Clip Watched
2m 54s Duck Tail: Floating Point vs. Rational Numbers Clip Watched
12m 46s Summary Clip Watched
3m 41s
Iterables and Iteration
29m 45s
Multi-Input Comprehensions Clip Watched
4m 18s Nested Comprehensions Clip Watched
1m 39s The map() Function Clip Watched
3m 27s Multiple Input Sequences Clip Watched
1m 46s map() Versus Comprehensions Clip Watched
41s The filter() Function Clip Watched
1m 58s The functools.reduce() Function Clip Watched
2m 43s Combining map() and reduce() Clip Watched
1m 37s The Iteration Protocols Clip Watched
2m 24s Putting the Protocols Together Clip Watched
58s Alternative Iterable Protocol Clip Watched
58s Extended iter() Format Clip Watched
1m 47s Duck Tail: Iterator for Streamed Sensor Data Clip Watched
1m 46s Summary Clip Watched
3m 36s
Inheritance and Subtype Polymorphism
36m 50s
Inheritance Overview Clip Watched
3m 50s A Realistic Example: SortedList Clip Watched
1m 44s The Built-In isinstance() Function Clip Watched
2m 34s The Built-In issubclass() Function Clip Watched
1m 7s Multiple Inheritance Clip Watched
2m 44s Details of Multiple Inheritance Clip Watched
1m 17s Method Resolution Order Clip Watched
3m 45s How Is Method Resolution Order Calculated? Clip Watched
1m 44s The Built-In super() Function Clip Watched
1m 57s Class-Bound Super Proxies Clip Watched
2m 32s Instance-Bound Super Proxies Clip Watched
1m 50s Calling super() Without Arguments Clip Watched
1m 16s SortedIntList Explained Clip Watched
1m 39s The Object Class Clip Watched
2m 10s Duck Tail: Inheritance for Implementation Sharing Clip Watched
1m 28s Summary Clip Watched
5m 6s
Implementing Collections
52m 48s
Collection Protocol Overview Clip Watched
1m 19s Collection Construction Clip Watched
5m 18s The Container Protocol Clip Watched
2m 18s The Sized Protocol Clip Watched
2m 26s The Iterable Protocol Clip Watched
2m 40s The Sequence Protocol: Indexing Clip Watched
2m 36s The Sequence Protocol: Slicing Clip Watched
3m 21s Comprehensible Test Results With __repr__() Clip Watched
1m 37s Implementing Equality and Inequality Clip Watched
4m 30s The Sequence Protocol: Reversing Clip Watched
1m 10s The Sequence Protocol: index() Clip Watched
2m 2s The Sequence Protocol: count() Clip Watched
43s Improving Performance from O(N) to O(log n) Clip Watched
4m 22s Refactoring to Avoid Don't Repeat Yourself (DRY) Clip Watched
2m 0s Checking Protocol Implementations Clip Watched
3m 3s The Sequence Protocol: Concatenation and Repetition Clip Watched
3m 55s The Set Protocol Clip Watched
5m 30s Duck Tail: Making a Mutable Set Clip Watched
1m 4s Summary Clip Watched
2m 48s
Exceptions and Errors
37m 48s
Always Specify an Exception Type Clip Watched
4m 1s The Standard Exception Hierarchy Clip Watched
4m 34s Exception Payloads Clip Watched
3m 56s Defining New Exceptions Clip Watched
3m 20s Chaining Exceptions Clip Watched
4m 27s Traceback Objects Clip Watched
2m 37s Assertions: Internal Invariants Clip Watched
3m 43s Assertions: Class Invariants Clip Watched
1m 21s Assertions: Performance Clip Watched
1m 38s Duck Tail: Preconditions and Postconditions Clip Watched
6m 4s Summary Clip Watched
2m 4s
Defining Context Managers
29m 15s
What Is a Context Manager? Clip Watched
2m 45s The Context Manager Protocol Clip Watched
2m 10s A First Context Manager Example Clip Watched
2m 47s __enter__() Clip Watched
1m 11s __exit__() Clip Watched
1m 43s __exit__() and Exception Propagation Clip Watched
2m 16s The with-statement Expansion Clip Watched
58s contextlib.contextmanager Clip Watched
4m 41s Multiple Context Managers Clip Watched
2m 46s Don't Pass a List! Clip Watched
1m 16s Duck Tail: Context Managers for Transactions Clip Watched
2m 56s Summary Clip Watched
3m 41s Introspection Module Watched
29m 8s
Object Types in Depth Clip Watched
3m 5s Introspecting Objects Clip Watched
5m 7s Introspecting Scopes Clip Watched
2m 59s The Python Standard Library Inspect Module Clip Watched
4m 25s Duck Tail: An Object Introspection Tool Clip Watched
11m 35s Summary Clip Watched
1m 55s
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