Data Structures Algorithm DSA | Python+Javascript LEETCODE
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Ultimate 25 days coding interview bootcamp. DSA, BigO, Coding Interview Patterns Python Javascript Get the job you want!
Data Structures Algorithm DSA Course Overview
Udemy Course: Data Structures Algorithm DSA | Python+Javascript LEETCODE
Welcome to the Coding Interview Bootcamp with a focus on Python and JavaScript!
The primary goal of this course is to prepare you for coding interviews at top tech companies. By tackling one problem at a time and understanding its solution, you’ll accumulate a variety of tools and techniques for conquering any coding interview.
Daily Coding Challenges: The course is structured around daily coding challenges. Consistent practice will equip you with the skills required for coding interviews and allow you to practice on Leetcode.
Topics Covered: We start from the basics with Big O analysis, cover common data structures, and discuss real-life problems asked in interviews at tech giants like Google, Meta, Amazon, Netflix, Apple, and Microsoft.
Course Outline:
- Day 1: Arrays, Big O, Sorted Squared Array, Monotonic Array
- Day 2: Arrays, Rotate Array, Container with Most Water
- Day 3: Hash Tables, Two Sum, Isomorphic Strings
- Day 4: Recursion, Fibonacci, Power Sum
- Day 5: Recursion, Permutations, Power Set
- Day 6: Strings, Non-Repeating Character, Palindrome
- Day 7: Strings, Longest Unique Substring, Group Anagrams
- Day 8: Searching, Binary Search, Search in Rotated Sorted Array
- Day 9: Searching, Find First and Last Position, Search in 2D Array
- Day 10: Sorting, Bubble Sort, Insertion Sort
- Day 11: Sorting, Selection Sort, Merge Sort
- Day 12: Sorting, Quick Sort, Radix Sort
- Day 13: Singly Linked Lists, Construct SLL, Delete Duplicates
- Day 14: Singly Linked Lists, Reverse SLL, Cycle Detection
- Day 15: Singly Linked Lists, Find Duplicate, Add 2 Numbers
- Day 16: Doubly Linked Lists, DLL Remove Insert, DLL Remove All
- Day 17: Stacks, Construct Stack, Reverse Polish Notation
- Day 18: Queues, Construct Queue, Implement Queue with Stack
- Day 19: Binary Trees, Construct BST, Traversal Techniques
- Day 20: Binary Trees, Level Order Traversal, Left/Right View
- Day 21: Binary Trees, Invert Tree, Diameter of Tree
- Day 22: Binary Trees, Convert Sorted Array to BST, Validate BST
- Day 23: Heaps, Max Heap, Min Priority Queue
- Day 24: Graphs, BFS, DFS
- Day 25: Graphs, Number of Connected Components, Topological Sort
What you’ll learn
- Common Data Structures such as Arrays, Hash Table,Linked List,Binary trees,Graphs etc.
- Real Coding Interview Questions from Google, Meta,Amazon,Netflix ,Microsoft etc.
- Time and Space Complexity of Algorithms, Detailed Discussion of Logic to solve questions
- Code Implementation in Javascript, Python
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Course Information
- Instructor: Jackson Kailath
- Duration: 39 hours
- Language: English
- Source: Udemy
