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Learn MorePython Collections
What about this course?
Learning how to use Python Collections is fundamental for understanding Data Science workflows. The same principles you use with 'builtin' collections will be applied to more advanced structures from Data Analysis libraries (such as pandas DataFrames, numpy arrays, and Spark DataFrames).
Duration
18 hours
Difficulty
novice
INE's world-class IT trainingInstructor for this course
Santiago Basulto
This course is composed by the following modules
INE's world-class IT training
Module 1
Strings5 videos, 11 exercise
Python Strings
String Indexing
String Formatting
Looping over Strings
While vs For Loops
Reverse a string
Is Char in String
Insert dashes every 3 characters
No Uppercase Allowed
Convert Pirate to Dog
Characters in even positions
Max character
Fix the append error
Fix the Date Format
Fix the Missing Characters
Fix the Max Character
Module 2
Lists8 videos, 13 exercise
Intro to Collections
Are there any good students?
Intro to Lists
Indexing and Slicing
Creating Lists
Growing Lists
Other List Operations
Removing Elements
Using Lists as Stacks
Create an Empty List
Create a list with Literals
Create a list with one element
First - Second - Third - Last
Create a list with three elements
Append to list
Is even and contains red
Pop from list
Get Third Elem
Get Second to Last Elem
Remove from list
Get Bookmark Index
Module 3
Tuples1 video, 2 exercise
Intro to Tuples
Create a one element tuple
Transform list to tuple
Module 4
Iterating Lists3 videos, 15 exercise
Iterating Lists
Fix the Append Operation
Fix get the 3rd element
Fix string to list
Range and xrange
Enumerate
Sum of numbers in list
Sum if list only contains integers
Create counting list
Powers of 2
Reverse a List
Get Average
Count Elems with s
Get Positions of Char
String Positions
List Challenge
Get Search Match Indexes
Subtract Reversed
Module 5
Dictionaries4 videos, 7 exercise
Intro to Dictionaries
Dict operations
Dict properties
Iterating Dictionaries
Add Python to Dict
Count Occurrences
Dictionary Keys and Values
Dict to Tuple
Largest key
Banana Dictionary
Updating a Dictionary
Module 6
Sets2 videos, 17 exercise
Intro to Sets
Remove Duplicates
Common values
Search keys for value
Hash Tables
Count in even-odd positions
First Half
How many times
All in String
Positions
Format Board
Tuple Count
Analyze String
Censor Your Dictionary
Sum of Dict Values
Saving the Largest Value
Add book to purchase
Calculate purchase price
Multi-search
Module 7
Advanced collections5 videos, 9 exercise
Nested Collections
Nested Loops
Break and continue
Itertools
Application - JSON Files
Create ASCII Box
Advanced Nested Pyramids
Nested Pyramids
Create Empty Box
Eldest customer per state
Identity Matrix
Random Numbers Matrix
Zip two collections
Number of customers per state
Module 8
Capstone P1 lab
Football Dictionaries
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