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Data Science
Data Structures and Algorithms
Data Structures and Algorithms
by
sudaksha
in
Build Your Future in Data Science
,
Data Science
Last updated: August 29, 2025
Curriculum
3 Sections
26 Lessons
10 Weeks
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Data structures
10
1.1
Searching and sorting algorithms
1.2
Arrays in Java
1.3
Operations on an Array
1.4
Arrays in the real world
1.5
Collections and generics in Java
1.6
Introduction to ArrayLists
1.7
Operations on ArrayLists
1.8
Understanding linked lists
1.9
Tasks and time – arrays and lists
1.10
Introducing Queues – practical applications
Searching and sorting algorithms
8
2.1
Introduction to HashMap
2.2
LinkedHashMap – basic operations
2.3
TreeMap – performance and use cases
2.4
Introduction to searching algorithms
2.5
Linear search time complexity
2.6
Comparing linear and binary search
2.7
Bubble Sort Overview
2.8
Quick Sort time complexity
Basic Testing
8
3.1
Types of testing
3.2
Manual and automated testing
3.3
Introduction to JUnit
3.4
Red-Green-Refactor Cycle
3.5
Module Summary: TDD
3.6
Activity: Writing a test case
3.7
Knowledge Check: Introduction to software testing
3.8
Knowledge Check: JUnit testing
Instructor
sudaksha
0 Students
34 Courses
Free
Student:
0 Students
Lesson:
26 Lessons
Duration:
10 Weeks
Quiz:
0 Quizzes
Level:
All levels
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