Welcome to the Data Structures and Algorithms in Python Course!
Are you a Python programmer who wants to write efficient code and improve your programming and problem solving skills ?
Do you have an upcoming coding interview and you want to ace it with confidence ?
If the answer is yes, then this course is the right choice for you!
In this course you will learn everything about Data Structures and Algorithms and how to implement and use them in Python.
The concepts are explained with animations which makes it much more easier to understand and memorize.
You will also apply your knowledge throughout the course via coding exercises and Leetcode coding challenges with video solutions.
The course covers the following topics:
General
- Why Should You Learn Data Structures and Algorithms ?
- What are Data Structures ?
- What are Algorithms ?
Big O Notation
- Linear Complexity – O(n)
- Constant Complexity – O(1)
- Quadratic Complexity – O(n^2)
- Logarithmic Complexity – O(logn)
- Constants in Big O
- Dominant and Non-Dominant Factors in Big O
- Complexities Comparison
Data Structures
- Linked Lists
- Python Built-In Lists
- Stacks
- Queues
- Sets
- Trees
- Heaps
- Hash Tables
- Graphs
Algorithms
- Linear Search
- Binary Search
- Bubble Sort
- Insertion Sort
- Selection Sort
- Merge Sort
- Recursion
- Tree Traversal
- Graph Traversal
I’m confident that you will enjoy this course, but if you for some reason are not happy with the course it’s backed by Udemy’s 30 day money back guarantee, so nothing to lose 🙂
