Rameshwari @DataCode2025

Joined April 2024

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Rameshwari @DataCode2025

2 weeks ago

Hello everyone 👋, Sharing my recent project where I explored e-commerce churn data. I used Python (pandas) for EDA and then built an interactive Power BI dashboard. Dataset: Kaggle Tools: Python, Power BI #DataAnalytics #PowerBI #Python #EDA #ChurnAnalysis

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Rameshwari @DataCode2025

4 months ago

160GFG Challenge Completed✅ What started as a challenge became a habit—160 days of problem-solving, debugging, and leveling up my DSA skills! Thank you @geeksforgeeks . #160gfgchallenge #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 160✅Of 160gfg Challenge Problem-Unique Number II Approach-Similar to the Unique Number I problem,in todays problem just store the answer in array, sort the answer array and return it. #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 159✅Of 160gfg Challenge Problem-Unique Number I Approach-Create a HashMap and track the occurence of each element . The element in map whose value ==1 return that element. #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 158✅Of 160gfg Challenge Problem-Missing in Array Approach-Sort the Array, traverse the array and check if arr[i]!=i+1 return i+1, else if(i==n-1) return arr[i]+1. #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 157✅Of 160gfg Challenge Problem-Find Only Repetitive Elements Approach-Use the hashmap to store the Occurences of the element . Then traverse through the map if the occurence of element is greater than 1 return that element #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 156✅Of 160gfg Challenge Problem-Maximum Xor Of two numbers Approach-Finds the maximum XOR of two numbers using bitwise operations and a hash set for prefix storage. It iterates over bits, tracks XOR values, and updates the result #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 155✅Of 160gfg Challenge Problem-Implement Trie Approach-Insert: Store words using character nodes. Search: Check word existence via traversal. Prefix Check: Verify if input exists as a prefix. #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 154✅Of 160gfg Challenge Problem-Minimum Weight Graph Approach-Build adjacency list 🔹 Run Dijkstra’s algorithm 🔹 Check alternative paths 🔹 Return the smallest cycle found #160gfgfchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 153✅Of 160gfg Challenge Problem-Floyd Warshall Approach-Finds shortest paths between all pairs using dynamic programming! 🔹 Iterates over each vertex as an intermediate 🔹 Updates distances efficiently 🔹 O(V³) time complexity #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 152✅Of 160gfg Challenge Problem-Bellman-Ford Approach-Relax edges V times, updating shortest paths. Detect negative cycles in the last iteration. Ideal for graphs with negative weights! #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 151✅Of 160gfg Challenge Problem-Alien Dictionary Approach-Construct a graph from words, then apply Kahn’s algorithm (BFS) to determine letter order. #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 150✅Of 160gfg Challenge Problem-Clone Undirected Graph Approach-Use recursion to copy nodes while tracking originals in a HashMap for efficiency. No cycles, just clean cloning! #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 149✅Of 160gfg Challenge Problem-Flood fill Algorithm Approach-Replace pixels sharing oldColor with newColor, spreading in four directions. #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 148✅Of 160gfg Challenge Problem-Dijkstra Algorithm Approach-Build adjacency list 🔹 Use priority queue (Min-Heap) 🔹 Relax edges for shortest paths 🔹 Complexity: O(V + E log V) #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 147✅Of 160gfg Challenge Problem-Minimum Cost to Connect all house Approach-Build graph using Manhattan distance 🔹 Sort edges & apply Kruskal’s MST 🔹 Use DSU for cycle detection 🔹 Pick lowest-cost edges till all houses connect #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

4 months ago

Day 146✅Of 160gfg Challenge Problem-Articulation Point Approach-Convert edge list to adjacency list Run DFS to track discovery time & low values If root has >1 children, it's an AP If low[v] >= disc[u] & u isn’t root,it's an AP #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

5 months ago

Day 145✅Of 160gfg Challenge Problem-Bridge Edge in a Graph Approach-Checks if an edge ((c, d)) is a bridge by:Removing ((c, d)) from the graph.Running DFS from c to see if d is still reachable.If d is not visited, ((c, d)) is a bridge.#160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

5 months ago

Day 144✅Of 160gfg Challenge Problem-Directed Graph Cycle Approach- Build adjacency list & in-degree array Process nodes with zero in-degree Reduce degrees & track visited nodes If all nodes aren’t visited, Cycle detected! #160gfgchallenge @geeksforgeeks #womenintech

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Rameshwari @DataCode2025

5 months ago

Day 143✅Of 160gfg Challenge Problem-Topological Sort Approach- Construct adjacency lists from edges. Use DFS to traverse unvisited nodes & push them onto a stack. Pop stack to get sorted order. #160gfgchallenge @geeksforgeeks #womenintech