Sorting and Searching Algorithms in Python | CodeSignal Learn

Mastering Algorithms and Data Structures in PythonSorting and Searching Algorithms in Python

Sorting and Searching Algorithms in Python

This is an in-depth course designed to instill foundational and advanced knowledge of sorting and searching algorithms. The course navigates through various types and functionality of these algorithms, their complexity analysis, and practical application in solving complex coding problems.

Lessons and practices

Lesson 1: Unraveling Recursion Through Classic Problems

Constructing an Alternate Fibonacci Sequence Function in Python

Recursive Sum of Even-Indexed Elements in a Python List

Factorial Calculation of List Elements Using Recursion

Lesson 2: Mastering Binary Search: Implementation and Complexity Analysis in Python

Implementing Binary Search in E-commerce Pricing Search

Debugging Age Search Algorithm

Implementing Binary Search in a Spelling Bee Competition

Implementing Binary Search to Find a Student's Grade in a Class

Lesson 3: Mastering Continuous Functions with Binary Search in Python

Calculating the Fall Time of a Ball with Binary Search

Modifying Binary Search to Find Specific Function Value

Decoding the Misplaced Root of a Polynomial Function

Determining the Optimal Coffee Temperature with Binary Search

Implementing Binary Search on Continuous Function from Scratch

Lesson 4: Cracking Advanced Interview Problems with Binary Search

Rotated Array Search Challenge

Finding the Range of a Target Float in a Sorted Array

Leftmost Target Index Finder in Sorted Array

Lesson 5: Mastering Quick Sort: Implementation and Complexity Analysis in Python

Applying Quick Sort on a List of Random Numbers

Sorting in Descending Order with Quick Sort

Debugging Quick Sort Implementation

Implementing Quick Sort on a List of Random Numbers

Implementing Quick Sort for Descending Order from Scratch

Lesson 6: Mastering Merge Sort: Implementation and Complexity Analysis in Python

Sorting Randomly Generated Strings with Merge Sort

Sorting Strings by Substrings with Merge Sort

Deciphering Alien Messages using Merge Sort: A Debugging Story

Sorting Alphanumeric Strings using Merge Sort

Sorting Alphanumeric Characters using Merge Sort from Scratch

Lesson 7: Mastering Sorting in Python: Practical Problem-Solving with Built-in Functions

Cosmic Number Sorter

Interstellar Sales Sorting Challenge

Sorting Course Enrollment Tuples by ID in Descending Order

Sorting a Dictionary by High Scores in Descending Order

Lesson 8: Unveiling Advanced Sorting Algorithm Applications: K-th Ordinal Statistics and Inversion Counting

Finding the Kth Largest Integer in a List

Counting Specific Inversion Pairs in a Number List

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Practice is how you turn knowledge into actual skills.