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Pass the Technical Interview with Python

via Codecademy Path

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Details

Provider

Codecademy Path
Pricing

Free Trial Available
Languages

English
Certificate

Paid Certificate Available
Duration & workload

25 hours
Level

Intermediate

Found in

Datacamp

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Boot.dev

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Overview

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Learn about the computer science concepts of data structures and algorithms and build implementations of each from scratch in modern Python. Includes **Python**, **Interview Questions**, **Data Structures**, **Big O**, **Recursion**, **Sort and Search Algorithms**, and more.

Syllabus

Welcome to Interview Prep in Python

Get started with an overview of data structures, algorithms, and dig into building your first data structure!

Linear Data Structures

Learn to build various linear abstract data types in Python, such as linked lists, queues, and stacks.

Hash Maps

Learn about hash maps, a key-value data storage structure with very efficient lookup performance.

Algorithmic Concepts

Learn algorithm fundamentals, including recursive vs. iterative patterns and Big O asymptotic notation.

Nonlinear Data Structures

A conceptual and Python-specific introduction to Trees, Binary Search Trees, and Heaps.

Sorting Algorithms

Learn about sorting algorithms in Python.

Graphs and Graph Traversals

Learn to build a Graph in Python, and then traverse it using depth-first search, breadth-first search, and Dijkstra's and A* algorithms.

Interview Prep and Practice Problems

Learn some common interviewing tricks and tips. Then practice some real interview questions in Python.

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