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Data Operations and Search-Sort Algorithms

Code smarter, sort faster - Master algorithms that power tech giants!

4.5
Intermediate

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Data Operations and Search-Sort Algorithms
4 Modules
March 2026
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Course Curriculum

4 Modules · 7 Chapters · 17 Topics · 100 Sub-topics

01
Foundation
2 Chapters · 4 Topics · 22 Sub-topics
Foundation of Logic
2 Topics
Introduction to Logical Thinking
5 Sub-topics
What is Logic and Why It Matters
How Computers Think vs How Humans Think
Understanding Input, Process, and Output
Real-World Examples of Logical Thinking
The Problem-Solving Mindset
Understanding Problems and Requirements
6 Sub-topics
What Makes a Problem Solvable
Identifying Problem Constraints
Understanding Problem Inputs
Defining Expected Outputs
Asking the Right Questions
Translating Real-World Problems to Logic
Visual Logic Representation
2 Topics
Flowchart Fundamentals
6 Sub-topics
What are Flowcharts and Why Use Them
Understanding Flowchart Symbols
Start and End Points
Process Boxes and Flow Lines
Drawing Your First Simple Flowchart
Reading and Interpreting Flowcharts
Sequential Logic
5 Sub-topics
Understanding Step-by-Step Execution
Order of Operations Matters
Sequential Flow in Flowcharts
Real-World Sequential Processes
Common Sequential Logic Mistakes
02
Data Concepts
1 Chapters · 3 Topics · 18 Sub-topics
Data and Operations
3 Topics
Data Organization Concepts
6 Sub-topics
Understanding Data in Problems
Single vs Multiple Data Items
Collections of Data
Organizing Data Logically
Data Relationships
Choosing Data Organization Strategies
Searching Logic
6 Sub-topics
What is Searching
Linear Search Logic
Optimizing Search Strategies
Finding Specific vs Finding All
Search in Organized vs Unorganized Data
Search Logic Patterns
Sorting Logic
6 Sub-topics
What is Sorting and Why It Matters
Understanding Comparison Logic
Bubble Sort Approach
Selection Sort Approach
Sorting in Ascending vs Descending Order
Practical Sorting Scenarios
03
Search and Sort Logic
2 Chapters · 5 Topics · 30 Sub-topics
Algorithm Design
2 Topics
Algorithm Design Fundamentals
6 Sub-topics
What is an Algorithm
Algorithm Properties
Designing Clear Algorithms
Algorithm Steps and Clarity
From Problem to Algorithm
Common Algorithm Patterns
Tracing and Dry Running
6 Sub-topics
What is Dry Running
Why Trace Your Logic
Step-by-Step Execution
Tracking Variable States
Identifying Logic Errors Through Tracing
Dry Run Best Practices
Advanced Strategies
3 Topics
Advanced Problem-Solving Strategies
6 Sub-topics
Divide and Conquer Approach
Greedy Thinking
Backtracking Logic
Two-Pointer Technique
Sliding Window Concept
Common Strategy Patterns
Logic for Data Structures
6 Sub-topics
Array/List Logic Operations
Stack Logic (LIFO)
Queue Logic (FIFO)
Tree Traversal Logic
Graph Relationship Logic
Hash Table Concept Logic
State Management Logic
6 Sub-topics
Understanding State in Systems
State Transitions
Maintaining System State
State-Based Decision Making
State Machines
Practical State Management
04
Professional Skills
2 Chapters · 5 Topics · 30 Sub-topics
Error Handling and Optimization
2 Topics
Debugging Logical Errors
6 Sub-topics
Common Logical Mistakes
Off-by-One Errors
Infinite Loop Errors
Wrong Condition Errors
Sequence Errors
Systematic Debugging Approach
Optimization Thinking
6 Sub-topics
What is Optimization
Time vs Resource Trade-offs
Reducing Unnecessary Steps
Efficient vs Inefficient Logic
When to Optimize
Simple Optimization Strategies
Professional Practices
3 Topics
Error Handling Logic
6 Sub-topics
Anticipating Errors
Validation Logic
Error Detection Strategies
Graceful Error Handling
Edge Cases and Boundary Conditions
Defensive Logic Design
Logic Documentation
6 Sub-topics
Why Document Your Logic
Commenting Logic Decisions
Creating Logic Diagrams
Writing Logic Descriptions
Documentation Best Practices
Explaining Logic to Others
Logical Thinking in Team Settings
6 Sub-topics
Collaborative Problem Solving
Reviewing Others' Logic
Giving and Receiving Feedback
Logic Consistency in Teams
Communicating Logic Decisions
Best Practices for Team Logic

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