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TORRENT DETAILS

Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	d58fa89390a9e2c2ffc64664aa6219cfd504c6cf
Size:	8.1 GB in 99 files
Release Date(s):	Torrent Release: 13-02-2024 by user
Swarm:	0 Seeds & 0 Peers
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DESCRIPTION

Description

This course is an in-depth look at Python dictionaries.

Dictionaries are ubiquitous in Python. Classes are essentially dictionaries, modules are dictionaries, namespaces are dictionaries, sets are dictionaries and many more.

In this course we’ll take an in-depth look at:

associative arrays and how they can be implemented using hash maps

hash functions and how we can leverage them for our own custom classes

Python dictionaries and sets and the various operations we can perform with them

specialized dictionary structures such as OrderedDict and how it relates to the built-in Python3.6+ dict

Python’s implementation of multi-sets, the Counter class

the ChainMap class

how to create custom dictionaries by inheriting from the UserDict class

how to serialize and deserialize dictionaries to JSON

the use of schemas in custom JSON deserialization

a brief introduction to some useful libraries such as JSONSchema, PyYaml and Serpy

***** Prerequisites *****

Please note that this is a relatively advanced Python course, and a strong knowledge of some topics in Python is required.

Beyond the basics of Python (loops, conditional statements, exception handling, built-in data types, creating classes, etc), you should also have an in-depth understanding of the following topics:

functions and functional programming (recursion, *args, **kwargs, zip, map, sorted, any, all, etc)

lambdas, closures and decorators (including standard decorators such as @singledispatch, @wraps, etc)

iterables, iterators, generators and context managers

named tuples

variable scopes and namespaces (globals, locals, etc)

For this course you will also need to install some 3rd party libraries, so you need to be comfortable with doing this using the tool of your choice (e.g. pip, conda, etc)

Finally, most of the code in this course is illustrated using the freely available Jupyter Notebooks, so you will need that as well.

Who this course is for:

Python developers who want a deeper understanding of Python dictionaries and related topics

Requirements

This is an advanced course, so a solid Python foundation is necessary

Jupyter Notebooks

functional programming (zip, map, sorted, any, all, etc)

lambdas, closures and decorators

built-in decorators such as @lru_cache, @singledispatch and @wraps

iterables, iterators, generators and context managers

variable scopes and namespaces (globals, locals, etc)

ability to install 3rd party libraries (e.g. pip install)

Last Updated 12/2023

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FILE LIST

Filename		Size
	.pad/0	59 B
	.pad/1	477 B
	TutsNode.org.txt	59 B
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/01 - Introduction/001 Course Overview.mp4	246.6 MB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/01 - Introduction/001 Course Overview_en.srt	20.3 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/01 - Introduction/002 Prerequisites_en.srt	11.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/01 - Introduction/003 Course Slides.html	160 B
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/02 - Associative Arrays - Theory!/001 Introduction_en.srt	5.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/02 - Associative Arrays - Theory!/002 Associative Arrays_en.srt	8.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/02 - Associative Arrays - Theory!/003 Hash Maps.mp4	274.3 MB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/02 - Associative Arrays - Theory!/003 Hash Maps_en.srt	37.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/02 - Associative Arrays - Theory!/004 Python Dictionaries_en.srt	14.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/02 - Associative Arrays - Theory!/005 Python's hash() Function_en.srt	12.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/001 Introduction_en.srt	1.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/003 Creating Dictionaries - Coding_en.srt	33.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/004 Common Operations - Lecture_en.srt	12.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/005 Common Operations - Coding_en.srt	46.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/005 Common-Operations.ipynb.zip	5.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/006 Dictionary Views - Lecture_en.srt	16.3 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/007 Dictionary Views - Coding_en.srt	42.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/009 Updating, Merging, and Copying - Coding_en.srt	48.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/010 Custom Classes and Hashing - Lecture.mp4	228 MB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/010 Custom Classes and Hashing - Lecture_en.srt	31.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/011 Custom Classes and Hashing - Coding_en.srt	50.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/03 - Dictionaries/011 Custom-Classes-and-Hashing.ipynb.zip	8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/001 Coding-Exercises.ipynb.zip	3 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/001 Exercises_en.srt	9.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/002 Coding-Exercises-Solution-1.ipynb.zip	1.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/002 Solution 1_en.srt	6.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/003 Coding-Exercises-Solution-2.ipynb.zip	1.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/004 Coding-Exercises-Solution-3.ipynb.zip	2.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/004 Solution 3_en.srt	10.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/005 Coding-Exercises-Solution-4.ipynb.zip	2.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/04 - Coding Exercises/005 Solution 4_en.srt	8.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/001 Introduction_en.srt	2.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/002 Basic Set Theory_en.srt	19.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/003 Python Sets_en.srt	14.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/004 Creating Sets - Lecture_en.srt	6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/005 Creating Sets - Coding_en.srt	21.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/007 Common Operations - Coding_en.srt	23.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/008 Set Operations - Lecture_en.srt	12.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/009 Set Operations - Coding_en.srt	31.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/010 Update Operations - Lecture_en.srt	9.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/011 Update Operations - Coding_en.srt	31.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/013 Copying Sets - Coding_en.srt	12.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/014 Frozen Sets - Lecture_en.srt	10.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/015 Frozen Sets - Coding_en.srt	39 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/016 Dictionary Views - Lecture_en.srt	15.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/05 - Sets/017 Dictionary Views - Coding_en.srt	43.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/06 - Project 1/001 Project 1 - Goals_en.srt	8.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/06 - Project 1/002 Project 1 - Solution_en.srt	75.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/06 - Project 1/002 Project-1-Solution.ipynb.zip	5.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/001 Introduction_en.srt	6.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/002 Pickling - Lecture_en.srt	9.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/003 Pickling - Coding_en.srt	40.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/004 JSON Serialization - Lecture_en.srt	11.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/005 JSON Serialization - Coding_en.srt	31.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/005 JSON-Serialization.ipynb.zip	6.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/007 Custom JSON Encoding - Coding_en.srt	55.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/007 Custom-JSON-Encoding.ipynb.zip	6.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/008 Using JSONEncoder - Lecture_en.srt	17.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/009 Custom-Encoding-using-JSONEncoder.ipynb.zip	7.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/009 Using JSONEncoder - Coding_en.srt	49.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/010 Custom JSON Decoding - Lecture_en.srt	25.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/011 Custom JSON Decoding - Coding_en.srt	74.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/011 Custom-JSON-Decoding.ipynb.zip	6.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/013 Using JSONDecoder - Coding_en.srt	60.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/014 JSON Schema_en.srt	36.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/016 PyYaml_en.srt	26.3 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/07 - Serialization and Deserialization/017 Serpy_en.srt	12 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/08 - Coding Exercises/001 Exercises_en.srt	6.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/08 - Coding Exercises/002 Solution 1_en.srt	21.3 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/08 - Coding Exercises/003 Solution 2_en.srt	30.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/08 - Coding Exercises/004 Exercise-3-Solution.ipynb.zip	5.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/08 - Coding Exercises/004 Solution 3_en.srt	24.9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/002 DefaultDict - Lecture_en.srt	10.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/003 DefaultDict - Coding_en.srt	46.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/004 OrderedDict - Lecture_en.srt	6.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/005 OrderedDict - Coding_en.srt	34.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/006 OrderedDict and Python 3.6 Dicts_en.srt	46.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/007 Counter - Lecture_en.srt	8.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/008 Counter - Coding_en.srt	65.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/008 Counter.ipynb.zip	8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/009 ChainMap - Lecture_en.srt	17.4 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/010 ChainMap - Coding_en.srt	32.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/011 UserDict - Lecture_en.srt	8.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/012 UserDict - Coding_en.srt	37.6 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/09 - Specialized Dictionaries/012 UserDict.ipynb.zip	6.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/10 - Coding Exercises/001 Exercises_en.srt	8.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/10 - Coding Exercises/002 Solution 1_en.srt	9.2 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/10 - Coding Exercises/003 Solution 2_en.srt	6.7 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/10 - Coding Exercises/004 Solution 3_en.srt	21.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/11 - Python Updates/001 Python 3.10_en.srt	38.8 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/11 - Python Updates/002 02-Relevant-Python-3.9-Changes.ipynb.zip	9 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/11 - Python Updates/002 Python 3.9_en.srt	40 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/11 - Python Updates/003 01-Relevant-Python-3.8-Changes.ipynb.zip	6.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/11 - Python Updates/003 Python 3.8 3.7_en.srt	49.1 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/12 - Extras/001 The MappingProxy Type_en.srt	8.5 KB
	[TutsNode.org] - Python 3 Deep Dive (Part 3 - Dictionaries, Sets, JSON)/13 - Archived/001 Marshmallow_en.srt	47.1 KB

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