Data Structures & Algorithms Roadmap for Beginners in 2022.
π§΅β. π€―β.
π§΅β. π€―β.
Data Structures & Algorithms are One of the very Important Topics to Crack Big Tech Companies.
Here's the best way to learn.
βͺ Choose a language.
- Learn Fundamentals.
- Basic Syntax.
- Data Types.
- Operators, Variables, Functions.
- Conditional Statements, loops.
Best Case: C++ Or Java
- Learn Fundamentals.
- Basic Syntax.
- Data Types.
- Operators, Variables, Functions.
- Conditional Statements, loops.
Best Case: C++ Or Java
β’β’ Time & Space Complexity
β’β’ Linear Data Structures.
- Arrays.
- Strings.
- Linked List.
- Stacks.
- Queues.
- Arrays.
- Strings.
- Linked List.
- Stacks.
- Queues.
β’β’ Non - Linear Data Structures.
- Tree.
- Graph.
- Heaps.
- Tree.
- Graph.
- Heaps.
β’β’ Recursion & Backtracking.
β’β’ Algorithms.
β’ Sorting Algorithms.
- Bubble Sort.
- Selection Sort.
- Insertion Sort.
- Shell Sort.
- Merge Sort.
- Quick Sort.
β’ Sorting Algorithms.
- Bubble Sort.
- Selection Sort.
- Insertion Sort.
- Shell Sort.
- Merge Sort.
- Quick Sort.
β’β’ Algorithms.
β’ Searching Algorithms.
- Linear Search.
- Binary Search.
β’ Searching Algorithms.
- Linear Search.
- Binary Search.
β’β’ Advanced Topics.
- Dynamic Programming.
- Bit Masking.
- Advanced Graph Theory.
- Suffix Tree.
- Dynamic Programming.
- Bit Masking.
- Advanced Graph Theory.
- Suffix Tree.
β’β’ Twitter Threads
- Resources to learn Ds Algo.
https://twitter.com/mdjunaidap/status/1420308240370331648?s=20
- Data Structures and Algorithms Explanation by
@Vinaystwt
@Vinaystwt
https://twitter.com/Vinaystwt/status/1438906792629575687?s=20
- Visual Explaination of Algorithms By
@oliverjumpertz
@oliverjumpertz
https://twitter.com/oliverjumpertz/status/1438430493700149255?s=20
π₯ 700+ Tools & Resource π for Developers, Designers, and Creators.
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I've Curated incredible tools and learning resources for developers, designers & content creators.
mdjunaidap.gumroad.com/l/kEZkq
Learn.
Build.
Sell.
I've Curated incredible tools and learning resources for developers, designers & content creators.
mdjunaidap.gumroad.com/l/kEZkq
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