nitincs/.CodeBits

:books: List of resources for Algorithms and Data Structures in Python & other CS topics @2017

List of resources@2017

+  List of resources for Algorithms and Data Structures in Python & other CS topics @2017

I was inspired by @googleasheck - Coding Interview University to create my own list of resources

Note: These are the books and resources I used in my learning journey. The ratings below are based on my opinion.

Must Do Interview Questions (Algorithms & Data Structures):

Note: Every topic links to a list of questions range from easy to medium taken from LeetCode, HackerRank and Cracking the Coding Interview

Algorithms and Data Structures by topic:

• Big O Notation
• Arrays
• Linked List
• Stacks and Queues
• Hash Tables
• Recusrion
• Trees
• Graphs
• Sorting
• Backtracking:
• Dynamic Programming

Rules to solve problems by John Sonmez Improving Your Coding Problem Solving Skills

Rule #1 Understand the problem

Rule #2 Solve the problem Manually

Rule #3 Write the steps in Pseudo-code

Rule #4 Trasnlate the Pseudo-code into actual

Rule #5 Test the program with small input __ Rule #6 Test the program with large input

Rule #7 Break the program by inserting invalid inputs to get edge cases

Books & Videos in Algorithms & General Computer Science Topics

• Grokking Algorithm Python

• Problem Solving with Algorithms and Data Structures using Python

• Free Code Camp : JavaScript

• Cracking the Code Interview

• Programming Interviews Exposed

• Python for Data Structure, Algorithms and Interviews

• Google Interview University

• Think Like a Programmer: An Introduction to Creative Problem Solving

• Automate the Boring Stuff with Python: Practical Programming for Total Beginners

• The Linux Command Line: A Complete Introduction

• Algorithms and Data Structure by btechsmart class

• The Technical Interview Cheat Sheet by TSiege

• LeetCode Solutions in Python, Java and C++

• HackerRank -- Algorithms and Date Structures by Gayle Laakmann McDowell

• Sorting Algorithms by Techilageek

• Harvard University's CSC50 Videos

• Technical Interview Preparation & Questions by q Liu

• Algorithms and Data Structures in Python by Holczer Balazs

• Ace Your Coding Interview & Land Your Dream Programming Job by Brian Jordan

• A list of 370 Free Online Programming & Computer Science Courses by freeCodeCamp -- > Five stars for compiling a huge list of FREE courses

• Mastering the Software Engineering Interview

• The Self-Taught Programmer: The Definitive Guide to Programming Professionally

General Alrogrithm Interview Questions:

• Top 15 Algorithms Questions

Computer Networking :

• 100 Top Networking Questions and Answers

• Volient Python

• Black Hat Python

• 100 Resources for Computer Networks

• NMap 101 byHAK5 --> Basic Level

• Netcat by HAK5 -->Basic Level

• Wireshark by HAK5 -->Basic Level

• Python Network Programming - Part 1: Build 7 Python Apps

• Python Network Programming - Part 2: Multivendor Environment

• Python Network Programming - Part 3: Scapy & Security Tools

Operating Systems:

• 100 Top Operating Systems Questions

• Operating System Concepts 8th Edition by Abraham Silberschatz

• Summary Notes of Operating systems Concepts

• Introduction on Operating Systems by Udacity Georgia Tech -- >Basic Level

• Notes on Introduction of Operating Systems by Udacity

• Operating Systems by Gate Lectures by Ravindrababu Ravula

• Operating System Videos by Tutorial Points

Computer Security:

• 100 Top Computer Security Questions and Answers

• Volume I : The Complete Cyber Security Course by Nathan House

• Volume II: The Complete Cyber Security Course by Nathan House --> Intermediate Level

• Volume III: The Complete Cyber Security Course by Nathan House --> Intermediate Level

• Volume IV: The Complete Cyber Security Course by Nathan House

• System Security: Basic to advance level course by infySEC UK (5 starts for the delivery of the concepts) --> Basic Level

• Malware and Security course by infySEC UK (5 starts for the delivery of the concepts) --> Intermediate Level

• Cybersecurity Fundamentals by University of Marlyand (Coursera)

• Penetration Tester Career Plan

• Frozenrelic great resources

Databases

• 100 Top Databases Questions

Programming Languages Design [Compilers and Interpreters]

• Let’s Build A Simple Interpreter by Ruslan Blog Simple Python Interpreter

Linux OS:

• 100 Common Linux Commands

Interview prep courses:

• InterviewBit

• Interview Cake

• LeetCode

• HackerRank

• Geek For Geek

• Hacker Earth

• Code Wars

Great Online Advice:

This section for articles and videos that provided me with a great advice in how to prepare well for interviews.

• How to Break Into the Tech Industry—a Guide to Job Hunting and Tech Interviews by Hasseeb Qureshi

• How to land a top-notch tech internship — and a tech job — while you’re still in school

• Ace the coding interview, every time

• END TO END GUIDE ON LANDING A JOB IN TECH INDUSTRY

• How to Crack The Coding Interview With Practicing Only 30 Questions

• The Technical Interview Cheat Sheet

• I've been struggling with Cracking the Coding problems. How do I get better at these problems?

• How to Work at Google: Example Coding/Engineering Interview

• Applying to Google: How to Ace the Engineering and Technical Interview

• Cracking the Coding Interview - Fullstack Speaker Series

• Ask Me Anything: Gayle Laakmann McDowell (author of Cracking the Coding Interview)

• 7 Steps to Solve Algorithm Problems

• How can I prepare for a tough coding interview in one week? - Quora

• How I landed a top-tier tech internship by doing something I love

• Here's How to Prepare for Tech Interviews - Reddit

• Interview by Andreis - GitHub

• Going from Beginner to Pro as a Developer

• Importance of Sorting Algorithms

• Improving Your Coding Problem Solving Skills Basic Rules to approach Coding Problems

• Learn How to Code: Guide to Memorization

• 100+ FREE Resources to Learn Full Stack Web Development

• My Process for Coding Interview (Book) Exercises

Online Courses:

Python :

• Import Python - A collection of Python books from novice to expert

• Python for Beginners by Alex Bowers

• Complete Python BootCamp by Jose Portilla :

• Ultimate Python Programming Tutorial by Infinite Skills

• Introduction to Python for beginners

• Python Tutorials by Code Academy

• Treehouse Django Tutorials

• Django Tutorials for Beginners by NewBoston

• Django Tutorial: Build your first Fast & Free by BlueApple

• Python for Security

• Python Developer Career Path

JavaScript :

• Free Code Camp

• Web Development BootCamp by Colt Steele (Udemy online Course)

• Ultimate Web Designer and Developer Course by Brad Hussey

• The Compelete Web Developer Course- Build 14 website v1.0 by Rob Percival

• JavaScript from Beginner to Expert by Arkadiusz Włodarczyk

• Projects in JavaScript & jQuery by Edonix

• The Complete BootStrap: Master Class Course Build 4 projects by Joe Parys

C Programming:

• C programming Tutorials by NewBoston

• Computer Systems programming in C by q Liu

• C Programming in Linux Tutorial by ShellWaveX

• C Programming Tutorials by the Bad Tutorials

• C Programming DIY : Do it yourself by Gayatri TR projects 2

• C Programming For Beginners 1

• From 0 to 1: C Programming - Drill Deep concepts

• C Programming - Complete Tutorial For Beginners 3

• List of C Practice Programs by Crazy Programmer

Git Commands

• Basic Git Commands

Networking & Security Resources:

• Cybrary

• Pentester Academy

• WireShark- Packet Capturing and Alayasis by Hak5

• Learning Shell Scripting

IoT

• Internet of Things Engineer Career Plan

Youtube Channels:

• New Boston

• Eli the Computer Guy

• Hak5

• Simple Programmer

• Slidenerd

• Dave Xian

• Security Weekly

Extra Resources

• TalkPython

• Lynda

• Udemy

• PacktPub.com ---- offers a great collection of e-books in IT, Computer Science and Secruity

• Computer Science Videos by Tutorial Points __Algorithm, DS, OS __

• Linux Academy

• Plural Sight

• Real Python

• Udacity

• Tree House

• Best-websites-a-programmer-should-visit

• IT PRO TV --> Technical Skills

• O'RELLY Safari

• PentesterLab Bootcamp

Podcasts:

• Pual's Security Weekly

• Hack Naked News

• Timothy de Block Infosec Podcast

• The Ultimate List Of Developer Podcasts

• The Tech Guy

• Too Embarrassed to Ask

• This Week in Computer Hardware

• The Internet of things

• Security Now

• Click

• TechStuff

Best Tech Websites & Blogs :

• The Geek Stuff

• Binary Tides

• How to Geek

Hardware DIY Projects:

• Instructable.com

• Make Use of

• Makezine

E-Books A collection of free e-books

• E-Books

• E-Books By Bowwowxx

Best GitHub Repos:

• Awesome OSINT

• Best Websites a Programmer Should Visit

• Awesome Cheatsheet

• Awesome Hacking

• Pen-Test

• Awesome Courses

• awesome-infosec