FastAPI + GraphQL + SQLAlchemy Starter Template
A starter template for building Python APIs using FastAPI, GraphQL, and SQLAlchemy. Includes example resources and project structure for rapid development.
Python
Quant Finance: Understanding the Black-Scholes Formula for Option Pricing
A practical guide to the Black-Scholes formula, its significance in finance, and how to calculate option prices using Python.
Python: Useful Heap Methods
A few methods on the heap data structure
Data Structures & Algorithms: How to create a Hash Table?
How to implement a custom Hash Table, analogous to a dict, using simpler data types & a hash function.
Algorithms: Dijkstra's Algorithm
One of the most famous algorithms in the field of graph theory. Useful when finding the shortest paths between nodes in a weighted graph.
Data Structures: A Quick Reference
An overview of data structures used to solve more complex problems in the field of computer science.
Data Structures & Algorithms: Patterns of Graph Problems
Patterns often used to solve Graph problems
Algorithms: Bubble Sort, Selection Sort, Insertion Sort, & Merge Sort
Commonly used sorting algorithms & their corresponding Big Os. Develop a better intuition on DSAs by examining canonical sorting algorithms in Python.
System Design: Build a Server Side Cache
Implement a server-side cache for faster and scalable systems. Caching results to DB queries can speed up server responses & by not overloading our DB with duplicate queries.
System Design: Build a Backend API with Flask
Create a RESTful web api using Flask, a micro web framework written in Python. Serve data to client side apps using REST & minimal setup thanks to the robust & simple Flask framework.
LeetCode: 322. Coin Change
Solving programming problems in multiple languages to master syntax, data structures, and algorithms.
LeetCode: 70. Climbing Stairs
Solving programming problems in multiple languages to master syntax, data structures, and algorithms.
LeetCode: 1. Two Sum
Solving programming problems in multiple languages to master syntax, data structures, and algorithms.
LeetCode: 121. Best Time to Buy and Sell Stock
Solving Leetcode problems to syntax of multiple languages and data structures & algorithms.
LeetCode: 16. 3Sum Closest
Solving programming problems in multiple languages to master syntax, data structures, and algorithms.
LeetCode: 200. Number of Islands
Solving programming problems in multiple languages to master syntax, data structures, and algorithms.
LeetCode: 217. Contains Duplicate
Solving programming problems in multiple languages to master syntax, data structures, and algorithms.
LeetCode: 743. Network Delay Time
Solving programming problems in multiple languages to master syntax, data structures, and algorithms.