Google API Client for Python: Install, Auth, and Requests
Use Google’s Python API client to install dependencies, authenticate safely, build services, make requests, and handle quotas and errors.
Algorithm
Study Python algorithms with sorting, searching, recursion, graph methods, complexity notes, dry runs, and tested code examples.
Genetic Algorithm in Python: Fitness, Selection, and Mutation
Build a genetic algorithm in Python with populations, fitness scoring, selection, crossover, mutation, elitism, and reproducible stopping rules.
AIXI in Python: Agent Models, Approximations, and Practical Limits
Explore AIXI-inspired Python agents through sequential decision models, rewards, history, approximations, computational limits, and reproducible experiments.
Counting Sort in Python: Linear-Time Sorting with Range Checks
Implement counting sort in Python for bounded integers with frequency arrays, negative values, stability choices, memory limits, and complexity tradeoffs.
Min Heap in Python With heapq: Operations and Examples
Learn how Python’s heapq implements a min heap, including heapify, heappush, heappop, priority queues, and common ordering mistakes.
Peek at a Python Queue Without Losing the Next Item
Choose a peek strategy based on thread safety: inspect a simple deque deliberately, or redesign the worker protocol when Queue semantics matter.
Level-Order Traversal in Python: BFS with a Queue
Implement level-order traversal in Python with breadth-first search, deque queues, level boundaries, trees, graphs, cycles, and complexity checks.
Adjacency List in Python: Directed, Weighted, BFS, and DFS Graphs
Represent Python graphs with adjacency lists, add directed or weighted edges, avoid duplicates, and traverse with BFS or DFS safely.
Caesar Cipher in Python: Encrypt, Decrypt, and Wrap Letters
Build a Caesar cipher in Python with modulo shifts, uppercase and lowercase handling, punctuation preservation, and a clear security warning.
Hailstone Sequence in Python: Collatz Iteration and Limits
Generate a hailstone sequence in Python with Collatz rules, termination guards, input validation, cycle checks, and efficient iteration.
