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.CodeBits

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

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## List of resources@2017
```diff
+  List of resources for Algorithms and Data Structures in Python & other CS topics @2017
```
<img src="https://sunsetmediawave.files.wordpress.com/2014/11/2-1.gif" width="300">

### I was inspired by [@googleasheck](https://twitter.com/googleyasheck) - [Coding Interview University](https://github.com/jwasham/google-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](https://github.com/nairuzabulhul/.CodeBits/blob/master/Big-O-Notation/Contents.md)
- [Arrays](https://github.com/nairuzabulhul/.CodeBits/blob/master/Arrays/Contents.md) 
- [Linked List ](https://github.com/nairuzabulhul/Algorithms_in_Python/blob/master/Linked-List/Contents.md)
- [Stacks and Queues](https://github.com/nairuzabulhul/.CodeBits/blob/master/Stacks-and-Queues/Contents.md) 
- [Hash Tables](https://github.com/nairuzabulhul/.CodeBits/blob/master/Hash-Tables/Contents.md)
- [Recusrion](https://github.com/nairuzabulhul/Algorithms_in_Python/blob/master/Recursion/Contents.md)
- [ Trees ](https://github.com/nairuzabulhul/.CodeBits/blob/master/Trees/Contents.md)
- [Graphs](https://github.com/nairuzabulhul/.CodeBits/blob/master/Graphs/Contents.md)
- [Sorting](https://github.com/nairuzabulhul/.CodeBits/blob/master/Sorting/Contents.md)
- Backtracking:
- Dynamic Programming
- [DSA-Complete Guide](https://www.interviewbit.com/courses/programming/)

### Rules to solve problems by John Sonmez [Improving Your Coding Problem Solving Skills](https://www.youtube.com/watch?v=WUIZBnfYxSA&index=6&list=PLjwWT1Xy3c4VrJQgBAEEIXWVcO_9ePsJQ) :star::star::star::star::star:
__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](https://www.amazon.com/Grokking-Algorithms-illustrated-programmers-curious/dp/1617292230) Python
   
   - [Problem Solving with Algorithms and Data Structures using Python]( http://interactivepython.org/courselib/static/pythonds/index.html)
   
   - [Free Code Camp](https://www.freecodecamp.com/) : :star::star::star::star::star:
                    
   - [Cracking the Code Interview](https://www.amazon.com/Cracking-Coding-Interview-Gayle-McDowell/dp/0984782850/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=careercup-ctciwebsite-20&linkId=173f3d8878a1d7f0d131a85fbfc9f67f)
   
   - [Programming Interviews Exposed](https://www.amazon.com/Programming-Interviews-Exposed-Secrets-Landing/dp/1118261364)
   
   - [Python for Data Structure, Algorithms and Interviews](https://www.udemy.com/python-for-data-structures-algorithms-and-interviews/) :star::star::star:
                                                             
   - [Google Interview University](https://github.com/jwasham/google-interview-university) :star::star::star::star::star:
                                                                                                           
   - Think Like a Programmer: An Introduction to Creative Problem Solving
   
   - [Automate the Boring Stuff with Python: Practical Programming for Total Beginners](https://automatetheboringstuff.com/) :star::star::star::star::star:

- The Linux Command Line: A Complete Introduction 
   
   - [The Technical Interview Cheat Sheet by TSiege](https://github.com/TSiege/Tech-Interview-Cheat-Sheet) 
   
   - [HackerRank -- Algorithms and Date Structures by Gayle Laakmann McDowell ](https://www.youtube.com/channel/UCOf7UPMHBjAavgD0Qw5q5ww)   :star::star::star::star::star:
 
- [Harvard University's  CSC50 Videos](https://www.youtube.com/c/cs50/playlists)

- [Algorithms and Data Structures in Python by  Holczer Balazs](https://www.udemy.com/algorithms-and-data-structures-in-python/)

- [A list of 370 Free Online Programming & Computer Science Courses by freeCodeCamp ](https://medium.freecodecamp.com/370-free-online-programming-computer-science-courses-you-can-start-this-month-fc5b9867769e#.gll5kqgx0)

- [Mastering the Software Engineering Interview](https://www.coursera.org/learn/cs-tech-interview)

- [The Self-Taught Programmer: The Definitive Guide to Programming Professionally ](https://www.amazon.com/Self-Taught-Programmer-Definitive-Programming-Professionally-ebook/dp/B01M01YDQA/ref=pd_sim_351_2?_encoding=UTF8&psc=1&refRID=PHF5FR0RNDR6RM6R1QHN)
- [Technical Interview Guide](https://www.interviewbit.com/technical-interview-questions/)

### General Alrogrithm Interview Questions:

- [Top 15 Algorithms Questions](https://github.com/nairuzabulhul/Algorithms_in_Python/blob/master/InterviewQuestions/Algorithm%20Questions.md)
- [Algorithm Interview Questions](https://www.interviewbit.com/algorithm-interview-questions/)

### Computer Networking :

- [100 Top Networking Questions and Answers](https://github.com/nairuzabulhul/Algorithms_in_Python/blob/master/InterviewQuestions/Top%20100%20Networking%20Interview%20Questions%20%26%20Answers.md)  
   
-  [Volient Python ](https://www.amazon.com/Violent-Python-Cookbook-Penetration-Engineers/dp/1597499579/ref=pd_sim_14_1?_encoding=UTF8&pd_rd_i=1597499579&pd_rd_r=5C5E512J452R8PW2PE6H&pd_rd_w=LhlpR&pd_rd_wg=KSEN0&psc=1&refRID=5C5E512J452R8PW2PE6H)
   
-  [Black Hat Python](https://www.amazon.com/Black-Hat-Python-Programming-Pentesters/dp/1593275900/ref=sr_1_1?ie=UTF8&qid=1480898714&sr=8-1&keywords=black+hat+Python)

- [100 Resources for Computer Networks](https://github.com/nairuzabulhul/.CodeBits/blob/master/Networks/Contents.md)

- [NMap 101 byHAK5](https://www.youtube.com/playlist?list=PLW5y1tjAOzI0ZLv7YfQtToQmc0yVDfkKO)

- [Netcat by HAK5](https://www.youtube.com/playlist?list=PLW5y1tjAOzI1v-RQ8rAftvqKawXQR87eL)

- [Wireshark  by HAK5](https://www.youtube.com/playlist?list=PLW5y1tjAOzI30OkWG_rhUstdJTk1FgU2W)

- [Python Network Programming - Part 1: Build 7 Python Apps](https://www.udemy.com/python-programming-for-real-life-networking-use/)

- [Python Network Programming - Part 2: Multivendor Environment](https://www.udemy.com/python-network-programming-multivendor/)

- [Python Network Programming - Part 3: Scapy & Security Tools](https://www.udemy.com/python-scapy/)

### Operating Systems:
- [OS Interview Questions](https://www.interviewbit.com/operating-system-interview-questions/)

- [Operating System Concepts 8th Edition by Abraham Silberschatz](https://www.amazon.com/Operating-System-Concepts-Abraham-Silberschatz/dp/0470128720) :star::star::star:

- [Introduction on Operating Systems by Udacity Georgia Tech](https://www.udacity.com/course/introduction-to-operating-systems--ud923)  :star::star::star::star:

- [Notes on Introduction of Operating Systems by Udacity](https://github.com/nairuzabulhul/.CodeBits/blob/master/Operating%20Systems/Contents.md)

- [Operating Systems by Gate Lectures by Ravindrababu Ravula](https://www.youtube.com/playlist?list=PLEbnTDJUr_If_BnzJkkN_J0Tl3iXTL8vq)
:star::star::star::star:

- [Operating System Videos by Tutorial Points](https://www.tutorialspoint.com/operating_system/os_getting_started.asp) :star::star::star::star::star:

### Computer Security:

- [100 Top Computer Security Questions and Answers](https://github.com/nairuzabulhul/.CodeBits/blob/master/Security/100%20Security%20Questions.md)

- [ Volume I : The Complete Cyber Security Course by Nathan House](https://www.udemy.com/the-complete-internet-security-privacy-course-volume-1/) :star::star::star::star::star:

- [ Volume II: The Complete Cyber Security Course by Nathan House](https://www.udemy.com/network-security-course/) --> __Intermediate Level__  :star::star::star::star::star:

- [Volume III: The Complete Cyber Security Course by Nathan House](https://www.udemy.com/the-complete-cyber-security-course-anonymous-browsing/)  --> __Intermediate Level__   :star::star::star::star::star:

- [Volume  IV: The Complete Cyber Security Course by Nathan House](https://www.udemy.com/network-security-course/) :star::star::star::star::star:                   
                    
- [Cybersecurity Fundamentals by University of Marlyand (Coursera)](https://www.coursera.org/specializations/cyber-security)

### Databases

- [DBMS Technical Interview](https://www.interviewbit.com/dbms-interview-questions/)

### Programming Languages Design [Compilers and Interpreters]
- [Let’s Build A Simple Interpreter by Ruslan Blog](https://ruslanspivak.com/lsbasi-part1/) __Simple Python Interpreter__ :star::star::star::star::star:

### Linux OS:
- [Linux Technical Guide](https://www.interviewbit.com/linux-interview-questions/)

### Interview prep courses:

- [InterviewBit](https://www.interviewbit.com/)

- [Interview Cake](https://www.interviewcake.com/)

- [LeetCode](https://leetcode.com/)  :star::star::star::star::star:
                    
- [HackerRank](https://www.hackerrank.com/)

- [Geek For Geek](http://www.geeksforgeeks.org/)

- [Hacker Earth](https://www.hackerearth.com)

- [Code Wars](https://www.codewars.com/)

- [Scaler](https://www.scaler.com/topics/)

### 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](http://haseebq.com/how-to-break-into-tech-job-hunting-and-interviews/)

- [Ace the coding interview, every time](https://medium.com/@nickciubotariu/ace-the-coding-interview-every-time-d169ce1fd3fc#.i0mtz0uph)

- [The Technical Interview Cheat Sheet](https://github.com/TSiege/Tech-Interview-Cheat-Sheet)

- [How to Work at Google: Example Coding/Engineering Interview](https://www.youtube.com/watch?v=wwIysnVmAUg&feature=youtu.be)

- [Cracking the Coding Interview - Fullstack Speaker Series](https://www.youtube.com/watch?v=Eg5-tdAwclo)

- [How can I prepare for a tough coding interview in one week? - Quora ](https://www.quora.com/How-can-I-prepare-for-a-tough-coding-interview-in-one-week)

- [How I landed a top-tier tech internship by doing something I love](https://medium.freecodecamp.com/how-doing-something-i-love-landed-me-a-top-tier-tech-internship-fe78d8b74e48#.aggszk6if)

- [Here's How to Prepare for Tech Interviews - Reddit ](https://www.reddit.com/r/cscareerquestions/comments/1jov24/heres_how_to_prepare_for_tech_interviews/#bottom-comments)

- [Interview by Andreis - GitHub](https://github.com/andreis/interview)

- [Going from Beginner to Pro as a Developer](https://www.youtube.com/watch?v=HXfa8EY3WeE)

- [Importance of Sorting Algorithms](https://www.youtube.com/watch?v=hOkPg3rXt34)

- [Improving Your Coding Problem Solving Skills](https://www.youtube.com/watch?v=WUIZBnfYxSA)

- [Learn How to Code: Guide to Memorization](https://www.youtube.com/watch?v=M4tfWxXx4ts&index=28&list=PLgYiyoyNPrv_SBqseugANFpZsgw7hMbZN)

- [100+ FREE Resources to Learn Full Stack Web Development](https://hackernoon.com/100-free-resources-to-learn-full-stack-web-development-5b40e0bdf5f2#.i9er39fxl)

- [My Process for Coding Interview (Book) Exercises](https://startupnextdoor.com/my-process-for-coding-interview-book-exercises/)

&nbsp;
## Online Courses:
### Python :
  - [Import Python](http://importpython.com/books/) - A collection of Python books from novice to expert 
  - Python for Beginners by Alex Bowers 
  - [Complete Python BootCamp by Jose Portilla](https://www.udemy.com/course/complete-python-bootcamp/)
             
  - [Python Tutorials by Code Academy](https://www.codecademy.com/learn/python)
          
  - [Treehouse Django Tutorials](https://teamtreehouse.com/library)      
                    
  - [Django Tutorials for Beginners by NewBoston](https://www.youtube.com/watch?v=qgGIqRFvFFk&list=PL6gx4Cwl9DGBlmzzFcLgDhKTTfNLfX1IK)
                 
  - [Django Tutorial: Build your first Fast & Free by BlueApple](https://www.udemy.com/create-your-first-django-website-fast-free/)
  
  - [Python for Security](https://www.udemy.com/python-for-offensive-security-practical-course/?start=0)
  
  - [Python Developer Career Path ](https://www.packtpub.com/mapt/skill-plans/programmer/python-developer)
  - [Python Tutorial: A Comprehensive Guide for Beginners](https://wiingy.com/learn/python/python-tutorial/)

&nbsp;
&nbsp;
### JavaScript :

- [Free Code Camp ](https://www.freecodecamp.com/) 
                
- [Web Development BootCamp by Colt Steele (Udemy online Course)](https://www.udemy.com/the-web-developer-bootcamp/)  
                                                                         
- [Ultimate Web Designer and Developer Course by Brad Hussey](https://www.udemy.com/web-developer-course/) 
 
- The Compelete Web Developer Course- Build 14 website v1.0 by Rob Percival

- [JavaScript from Beginner to Expert by Arkadiusz Włodarczyk](https://www.udemy.com/javascript-from-beginner-to-expert-bring-life-to-your-site/)        
                                                                       
- [Projects in JavaScript & jQuery  by Edonix](https://www.udemy.com/projects-in-javascript-jquery/)

- [The Complete BootStrap: Master Class Course Build 4 projects by Joe Parys](https://www.udemy.com/bootstrapcourse/)

### C Programming:

- [C programming Tutorials by NewBoston ](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAKIXv8Yr6nhGJ9Vlcjyymq)

- [C Programming Tutorials by the Bad Tutorials ](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoGzOXqtKeM71OLpvZbuU0P)

- [C Programming DIY : Do it yourself by  Gayatri TR](https://www.udemy.com/learn-c-through-programming/) projects 2

- [C Programming For Beginners](https://www.udemy.com/c-programming-for-beginners/) 1

- [From 0 to 1: C Programming - Drill Deep](https://www.udemy.com/from-0-to-1-c-programming/) concepts

- [C Programming - Complete Tutorial For Beginners](https://www.udemy.com/c-for-technical-interview/) 3

- [List of C Practice Programs by Crazy Programmer](http://www.thecrazyprogrammer.com/c-programs)

### Git Commands
- [Top Git Commands](https://www.interviewbit.com/blog/git-commands/) :star::star::star::star::star:

### Networking & Security Resources:

- [Cybrary](https://www.cybrary.it/)   :star::star::star::star::star:
                                                                       
- [Pentester Academy](http://www.pentesteracademy.com/) :star::star::star::star:
                                         
- WireShark- Packet Capturing and Alayasis by Hak5 :star::star::star::star::star:

### IoT

- [Internet of Things Engineer Career Plan](https://www.packtpub.com/mapt/skill-plans/iot-and-hardware/iot-engineer)
-

### Youtube Channels:

- [New Boston](https://www.youtube.com/user/thenewboston) :star::star::star::star::star:
                                                            
- [Eli the Computer Guy](https://www.youtube.com/user/elithecomputerguy) :star::star::star::star::star:
                                                                       
- [Hak5](https://www.youtube.com/user/Hak5Darren)                                                                                                                                                                             
- [Slidenerd](https://www.youtube.com/channel/UCbP2HeYGC3kfHjHLMPplZuQ) 
                                                              
- [Dave Xian](https://www.youtube.com/channel/UCu44AnfqsP-sRxmZHdnhblw) 
                                                             
- [Security Weekly](https://www.youtube.com/c/SecurityWeekly) :star::star::star::star::star:

### Extra Resources

- [TalkPython](https://talkpython.fm/episodes/all) :star::star::star::star::star:
                                                               
- [Udemy](https://www.udemy.com/courses/) :star::star::star::star::star:
                                                                                                
- [PacktPub.com](https://www.packtpub.com/) offers a great collection of e-books in IT, Computer Science and Secruity :star::star::star::star:
                                                   
- [Plural Sight](https://www.pluralsight.com) :star::star::star::star::star:

- [Real Python](https://realpython.com/) :star::star::star::star::star:

- [Udacity](https://www.udacity.com/) :star::star::star::star:

- [Tree House](https://teamtreehouse.com/)

- [Best-websites-a-programmer-should-visit](https://github.com/sdmg15/Best-websites-a-programmer-should-visit)

- [IT PRO TV](https://itpro.tv/) --> __Technical Skills__

- [PentesterLab Bootcamp ](https://pentesterlab.com/bootcamp)

### Podcasts:

- [Pual's Security Weekly](https://www.youtube.com/playlist?list=PLlPkFwQHxYE4atQRxwAsTux2PmOuWGgAA)  
 
- [Hack Naked News](https://www.youtube.com/playlist?list=PLlPkFwQHxYE4y0GomF9gD0Dm_YgCwFDPo)

- [Timothy de Block](http://www.timothydeblock.com/eis/) __Infosec Podcast__   
                                                              
- [The Ultimate List Of Developer Podcasts](https://simpleprogrammer.com/2016/10/29/ultimate-list-developer-podcasts/)

- [This Week in Computer Hardware](https://twit.tv/shows/this-week-in-computer-hardware)

- [The Internet of things](http://iotpodcast.com/)

- [Security Now](https://twit.tv/shows/security-now)

- [Click](http://www.bbc.co.uk/programmes/p002w6r2/episodes/downloads)

- [TechStuff](https://open.spotify.com/show/57wZcoxW8oNs5Mq7WZfTs7)

### Best Tech Websites & Blogs :

- [The Geek Stuff](http://www.thegeekstuff.com/)

- [Binary Tides](http://www.binarytides.com/)

- [How to Geek](https://www.howtogeek.com/)

### Hardware DIY Projects:

- [Instructable.com](http://www.instructables.com/)

- [Make Use of](http://www.makeuseof.com/)

- [Makezine](http://makezine.com/)

### Best GitHub Repos:

- [Awesome OSINT](https://github.com/jivoi/awesome-osint)
                 
- [Best Websites a Programmer Should Visit ](https://github.com/sdmg15/Best-websites-a-programmer-should-visit)

- [Awesome Cheatsheet](https://github.com/detailyang/awesome-cheatsheet) 
                    
- [Awesome Hacking](https://github.com/Hack-with-Github/Awesome-Hacking)

- [Pen-Test](https://github.com/wtsxDev/Penetration-Testing)

- [Awesome Courses](https://github.com/prakhar1989/awesome-courses)

- [awesome-infosec](https://github.com/onlurking/awesome-infosec)

- [Awesome Interview Questions](https://github.com/DopplerHQ/awesome-interview-questions)

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