A repository to keep track of my roadmap to being a competent programmer.
[https://www.geeksforgeeks.org/100-days-of-code-a-complete-guide-for-beginners-and-experienced/]
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Programming language fundamentals -
Data Structures and Algorithms -
Basic Programming Problems -
Medium Level Programming Problems -
Hard Level Programming Problems -
System Design -
Operating Systems(Linux) & Database Management Systems -
Object Oriented Design
| Status | Topics Covered | Resources |
|---|---|---|
| C++, Java, Python programming languages basics(iterations, loops and control statements switch case, operators, conditionals) | ||
| Strings, Regex and Pattern Matching | ||
| Classes, methods, Functions, Modules - built-in help | ||
| OOP, inheritance, constructors, methods, class and static methods and variables, private, punlic, protected, Garbage Collection, lambda functions | ||
| Data structures: Queues, Deques, Stacks, Arrays, Trees, Linked lists, Dictionaries/Hash maps | ||
| File Handling | ||
| Exception Handling | ||
| Mathematical Thinking in Computer Science (Mathematical Induction, Proof Theory, Discrete Mathematics, Mathematical Logic) | ||
| Combinatorics and Probability (Random Variable, Probability Interpretations, Probability, Combinatorics) | ||
| Introduction to Graph Theory | ||
| Number Theory and Crypography | ||
| Delivery Problem (graph theory implementation) | ||
| Computational Complexity | https://www.topcoder.com/thrive/articles/Computational%20Complexity%20part%20one, https://web.mit.edu/16.070/www/lecture/big_o.pdf | |
| Practice Problems(simple & medium) | https://www.topcoder.com/thrive/articles/How%20To%20Find%20a%20Solution#dp | |
| Debugging c++ code (gdb, valgrind) | https://www.cprogramming.com/gdb.html, https://www.cprogramming.com/debugging/valgrind.html | |
| Greedy Algorithms | ||
| Divide and Conquer Algorithms | ||
| Dynamic Programming | Basics dynamic programming, Dynamic programming patterns, Dynamic programming problems | |
| Data Structures(Trees, Queues, Stack, Linked Lists, Arrays, Disjoint Sets) | ||
| Data Structures(HashTables) pattern matching(rabin karp algorithm) | https://www.youtube.com/watch?v=qQ8vS2btsxI | |
| Algorithm Study Plan I leet code | https://leetcode.com/study-plan/algorithm/?progress=xgzzu91 | |
| Priority Queues and Heap sort | https://www.cs.usfca.edu/~galles/visualization/Heap.html | |
| Data Structure I Study Plan Leet Code | https://leetcode.com/study-plan/data-structure/?progress=oftw69e | |
| Graph algorithms | https://www.cs.usfca.edu/~galles/visualization/DFS.html | |
| http://www.cs.usfca.edu/~galles/visualization/TopoSortDFS.html | ||
| http://www.cs.usfca.edu/~galles/visualization/TopoSortIndegree.html | ||
| http://www.cs.usfca.edu/~galles/visualization/ConnectedComponent.html | ||