Interview Questions For Computer Scientists With Python

[mitsumi]

Published 9/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 285.34 MB | Duration: 1h 4m

Solve Coding Interview Questions From Big Tech Companies Using Efficient Data Structures And Algorithm.

What you'll learn
Breakdown big tech company algorithm interview questions.
Reduce time complexity as much as possible.
Solve interview questions with efficient algorithms.
Understand both the theory and code.
Requirements
Intermediate Knowledge of Python, Data structures and Algorithms.
Description
This course will give you a theoretical and practical approach to solving medium level coding problems which are used as common interview questions from big tech companies. We will be using Python to solve the selected coding problems. The questions that have been selected for this course include: Contains Duplicate, Valid Anagram, Two Sum, Group Anagram and Top K Frequent value. Each problem includes a theory part and a practical coding part. The theory part will help you visualize how we will try to solve the problem not only in Python but any other language. The practical session will show you how to turn the theory to Python syntax. Our major concerns while solving this coding problems include: Time complexity, neatness, scalability and space. The course contains two sections (Easy and Medium level interview questions). Both the sections will use intermediate programming concepts like hash maps. Each solution given in the course try to give the most adequate answer in accordance to the major concerns. These questions are known to be frequently asked in big tech companies like: Amazon, Facebook, Netflix and Google. So to conclude, this course will help you ace the interview at the company you are trying to get a job at and also elevate your critical problem solving ability.
Overview
Section 1: Easy Level Questions
Lecture 1 Contains Duplicates Theory
Lecture 2 Contains Duplicates Algorithm
Lecture 3 Valid Anagram Theory
Lecture 4 Valid Anagram Algorithm
Lecture 5 Two Sum Theory
Lecture 6 Two Sum Algorithm
Section 2: Medium Level Questions
Lecture 7 Group Anagram Theory
Lecture 8 Group Anagram Algorithm
Lecture 9 Top K Frequent Value Theory
Lecture 10 Top K Frequent Value Algorithm
Python developers looking to get a job in big tech companies

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