This project combines the art of problem-solving with the power of Python programming. From foundational coding concepts to advanced ML techniques, it's a one-stop shop for anyone looking to level up their skills!
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Not to do - Blog
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Question - GFG, kaagle collection, More on Kaggle
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Matplotlib
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Seaborn
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bookeh
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Automate the Boring Stuff with Python: Online Book
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Pandas Reference API
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NumPy Reference API, InterviewBit
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If input array is sorted then
- Binary search
- Two pointers
If asked for all permutations/subsets then
- Backtracking
If given a tree then
- DFS
- BFS
If given a graph then
- DFS
- BFS
If given a linked list then
- Two pointers
If recursion is banned then
- Stack
If must solve in-place then
- Swap corresponding values
- Store one or more different values in the same pointer
If asked for maximum/minimum subarray/subset/options then
- Dynamic programming
If asked for top/least K items then
- Heap
- QuickSelect
If asked for common strings then
- Map
- Trie
Else
- Map/Set for O(1) time & O(n) space
- Sort input for O(nlogn) time and O(1) space
Full Guide: Click Here
Full Guide: Click Here
- Numerical Analysis & Statistics: MATLAB, R, NumPy
- Python Pitfall: Mutable Default Arguments
- Interesting topic conver to Optimise python code
- Hyperparameter Optimization in python
- How to write memory efficient classes in Python?
- Python Design Patterns
- Design Patterns in Python
- https://github.com/baliyanvinay/Python-Interview-Preparation