Python for Data Structures, Algorithms, and Interviews!

Course Curriculum

Chapter 1: Course Setup

Lecture 1: Course Introduction

Lecture 2: Full Course Curriculum Overview

Lecture 3: How to get help for the Course!

Lecture 4: Course FAQ

Chapter 2: Company and Job Types

Lecture 1: Company Types Overview

Lecture 2: Job Type Overviews

Chapter 3: Resume Preparation

Lecture 1: Resume Preparation

Lecture 2: Resume Creation Tools

Lecture 3: List of Resume Creation Websites

Lecture 4: Resume Checklist Review

Chapter 4: Online Presence

Lecture 1: LinkedIn

Lecture 2: GitHub

Lecture 3: Personal Website and Portfolio

Chapter 5: Networking

Lecture 1: Building a Network

Lecture 2: Networking Events

Chapter 6: Job Searching

Lecture 1: Organization of Job Search

Lecture 2: Job Search Sites

Lecture 3: List of Job Boards and Sites

Lecture 4: Company Matching Sites

Lecture 5: List of Company Matching Sites

Chapter 7: During the Interview (Non-Technical)

Lecture 1: Overview of Interview Section

Lecture 2: 5 Steps of an Interview

Lecture 3: Tough Interview Questions

Lecture 4: Questions for Students

Lecture 5: Special Case Interview Questions

Chapter 8: Post Interview

Lecture 1: Salary Negotiations

Lecture 2: Salary Questions and Answers

Lecture 3: Preparing References

Chapter 9: Technical Break Section

Lecture 1: Technical Overview

Lecture 2: Getting Help for the Technical Section

Lecture 3: Questions Disclosure

Chapter 10: Introduction to Jupyter Notebooks

Lecture 1: Course Material Installation Guide

Lecture 2: Windows – Course Material Installations

Lecture 3: Mac OSX – Course Material Installations

Lecture 4: Jupyter Notebooks Overview

Lecture 5: Course Notebooks

Lecture 6: Interview Notebooks

Chapter 11: Algorithm Analysis and Big O

Lecture 1: Algorithm Analysis and Big O Section Overview

Lecture 2: Introduction to Algorithm Analysis and Big O

Lecture 3: Big O Notation

Lecture 4: Big O Examples

Lecture 5: Homework Reading Asssignment

Lecture 6: Big O for Python Data Structures

Lecture 7: Big-O Reference Cheat Sheet

Chapter 12: Array Sequences

Lecture 1: Introduction to Array Based Sequences

Lecture 2: Low Level Arrays

Lecture 3: Dynamic Array

Lecture 4: Dynamic Array Excercise

Lecture 5: Amortization

Lecture 6: Interview Problems – Arrays

Lecture 7: Anagram Check – Interview Problem

Lecture 8: Anagram Check – Interview Problem – SOLUTION

Lecture 9: Array Pair Sum – Interview Problem

Lecture 10: Array Pair Sum – Interview Problem – SOLUTION

Lecture 11: Find the Missing Element – Interview Problem

Lecture 12: Find the Missing Element – Interview Problem – SOLUTION

Lecture 13: Largest Continuous Sum – Interview Problem

Lecture 14: Largest Continuous Sum – Interview Problem – SOLUTION

Lecture 15: Sentence Reversal – Interview Problem

Lecture 16: Sentence Reversal – Interview Problem – SOLUTION

Lecture 17: String Compression – Interview Problem

Lecture 18: String Compression – Interview Problem – SOLUTION

Lecture 19: Unique Characters in a String – Interview Problem

Lecture 20: Unique Characters in String – Interview Problem – SOLUTION

Chapter 13: Stacks Queues and Deques

Lecture 1: Stacks, Queues, and Deques Overview

Lecture 2: Stacks Overview

Lecture 3: Implementation of Stack

Lecture 4: Queue Overview

Lecture 5: Implementation of Queue

Lecture 6: Deque Overview

Lecture 7: Implementation of Deque

Lecture 8: Stacks, Queues, and Deques Interview Problems

Lecture 9: Implement a Stack – Interview Problem

Lecture 10: Implement a Queue

Lecture 11: Implement a Deque – Interview Problem

Lecture 12: Balanced Parentheses Check – Interview Problem

Lecture 13: Balanced Parentheses Check – Interview Problem – SOLUTION

Lecture 14: Implement a Queue using 2 Stacks – Interview Problem –

Lecture 15: Implement a Queue using 2 Stacks – Interview Problem – SOLUTION

Chapter 14: Linked Lists

Lecture 1: Linked Lists Overview

Lecture 2: Singly Linked Lists

Lecture 3: Singly Linked List Implementation

Lecture 4: Doubly Linked Lists

Lecture 5: Doubly Linked List Implementation

Lecture 6: Singly Linked List Cycle Check – Interview Problem