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Introduction to Sorting Algorithms

Bubble Sort

1. Introduction to Bubble Sort 2. Visualizing Bubble Sort Algorithm 3. Implementing Bubble Sort in Python 4. Understanding Time and Space Complexity 5. Optimizing Bubble Sort Algorithm

Selection Sort

1. Overview of Selection Sort 2. Step-by-Step Selection Sort Algorithm 3. Coding Selection Sort in Different Languages 4. Analyzing Time and Space Complexity 5. Variants and Applications of Selection Sort

Insertion Sort

1. Introduction to Insertion Sort 2. Exploring the Insertion Sort Algorithm 3. Python Implementation of Insertion Sort 4. Performance Analysis and Benchmarks 5. Real-world Applications of Insertion Sort

Merge Sort

1. Basics of Merge Sort 2. Step-by-Step Guide to Merge Sort Algorithm 3. Implementing Merge Sort in Python 4. Analyzing Time and Space Complexity 5. Practical Applications of Merge Sort

Quick Sort

1. Introduction to Quick Sort 2. Understanding Partitioning in Quick Sort 3. Coding Quick Sort in Different Languages 4. Analyzing Time and Space Complexity 5. Variants and Optimizations of Quick Sort

Heap Sort

1. Overview of Heap Sort 2. Detailed Heap Sort Algorithm Explanation 3. Python Implementation of Heap Sort 4. Performance Comparison and Benchmarks 5. Real-world Applications of Heap Sort

Radix Sort

1. Basics of Radix Sort 2. Step-by-Step Guide to Radix Sort Algorithm 3. Coding Radix Sort in Python 4. Analyzing Time and Space Complexity 5. Practical Applications of Radix Sort

Counting Sort

1. Introduction to Counting Sort 2. Detailed Algorithm of Counting Sort 3. Python Implementation and Examples 4. Analyzing Time and Space Complexity 5. Use Cases and Advantages of Counting Sort

External Sort

1. Understanding External Sorting 2. Algorithmic Approach to External Sort 3. Implementing External Sort in Practice 4. Complexity Analysis and Performance 5. Applications and Real-world Scenarios

Comparison

1. Overview of Sorting Algorithm Comparison 2. Tools and Libraries for Sorting Benchmarking 3. Results and Insights from Sorting Benchmarks 4. Conclusion and Choosing the Right Algorithm