728x90 AdSpace

Sunday, July 29, 2018

Bored ? Let's do some data science...

Hey, I got bored today so I tried to do something I like ! I did some data science :p

This period is the time where we should pick our specialty for next year, so I tried to find who will be my classmate for next year! 

The selection will be based on our choice, our marks, and the available places in each specialty, so here is what I know so far about the selection. 

There are two specialties: IREV and ILOG.

IREV will have a maximum of 15 students. It's clear that most of students prefer ILOG and they will put it as a first choice so ILOG will have more students, but there must be students for IREV (They can't have an empty class :v !)

IREV will have at least no less than 12 students and I know for a fact that ILOG will have only one class so they have to make balance between the two specialties, we can't find 12 students in IREV and 30 students in ILOG, for now, I will go with 15 as the average of IREV and the rest will be ILOG around 20-25 students.

I did get the students marks from ISAMM website, they are public but I did hide the CIN while making the script for privacy. I did convert the PDF to CSV file using an online website, I did some cleaning and then I imported the files using pandas in python.

An this point I started making some manipulation, I did put the average marks for the students that came from other universities because they didn't study with us the first year so for their marks were NaN, Also I did merge the first year and the second year marks...

Finally I did apply what I said before and I did get the result ^^.



I can't use machine learning here because I don't have many features to depend on and everyone has his own choice so even by getting old data of past generation it won't make a difference. What I really need if I want to use machine learning is to know more about the person like does he like video games, is he into programming, does he prefer design...
If I think about it, I could extract this from each subject mark because pretty sure if someone like programming he will have good marks in programming, if he like games he will have good marks in game development subjects, well this is interesting but it will take a while.

Anyway, I will stop here, one hour of my life or let's say 2, including writing this post were well spent :D

I did upload the script (without the data) to GitHub here: https://github.com/HosniMansour/scripts/tree/master/ILOGOrIREV
  • Blogger Comments
  • Facebook Comments

88 comments:

  1. This is a wonderful article, Given so much info in it, These type of articles keeps the users interest in the website, and keep on sharing more ... good luck.
    data science course in mumbai
    data science interview questions

    ReplyDelete

  2. I finally found great post here.I will get back here. I just added your blog to my bookmark sites. thanks.Quality posts is the crucial to invite the visitors to visit the web page, that's what this web page is providing.
    data analytics courses
    ExcelR Data Science training in Mumbai
    data science interview questions
    ExcelR Business Analytics courses in Mumbai

    ReplyDelete
  3. I like viewing web sites which comprehend the price of delivering the excellent useful resource free of charge. I truly adored reading your posting. Thank you!

    Pearl align Orthodontics

    ReplyDelete
  4. Such a very useful post. Very interesting to read this blog.I would like to thank you for the efforts you had made for writing this awesome blog.  
    Data Science Training in Houston, TX    

    ReplyDelete
  5. Great post i must say and thanks for the information. Education is definitely a sticky subject. However, is still among the leading topics of our time. I appreciate your post and look forward to more.

    Invisalign in Bangalore

    ReplyDelete
  6. This is a wonderful article. I really enjoyed reading this article. Thanks for sharing such detailed information.
    Data Science Course
    Data Science Course in Marathahalli
    Data Science Course Training in Bangalore

    ReplyDelete
  7. I want you to thank for your time of this wonderful read!!! I definately enjoy every little bit of it and I have you bookmarked to check out new stuff of your blog a must read blog!

    data science course
    360DigiTMG

    ReplyDelete
  8. The information provided on the site is informative. Looking forward more such blogs. Thanks for sharing .
    Artificial Inteligence course in Lucknow
    AI Course in Lucknow

    ReplyDelete
  9. Thanks for sharing such a valuable information. The context has been explained really well. Follow us for more Info on Data Science at Data Science Training In Hyderabad

    ReplyDelete

  10. Thanks for sharing such a valuable information. The context has been explained really well. Follow us for more Info on Data Science at Data Science Training In Hyderabad

    ReplyDelete
  11. i am enjoyed while reading your article. Thank you so much for this incredible guide, Keep Sharing
    AWS Training in Hyderabad

    ReplyDelete
  12. Cool stuff you have, and you keep overhaul every one of us.
    ExcelR Solutions

    ReplyDelete
  13. This is nice blog. Its given information is very help for me. Thank you for posting.
    Artificial Intelligence Training In Hyderabad

    ReplyDelete
  14. Attend The Artificial Intelligence course From ExcelR. Practical Artificial Intelligence course Sessions With Assured Placement Support From Experienced Faculty. ExcelR Offers The Artificial Intelligence course.
    Artificial Intelligence Course

    ReplyDelete
  15. wonderful article. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article resolved my all queries.
    Data Science Course

    ReplyDelete
  16. I have express a few of the articles on your website now, and I really like your style of blogging. I added it to my favorite’s blog site list and will be checking back soon…
    More Info of Machine Learning

    ReplyDelete
  17. wonderful article. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article resolved my all queries. keep it up.
    data analytics course in Bangalore

    ReplyDelete
  18. cool stuff you have and you keep overhaul every one of us

    Correlation vs Covariance

    ReplyDelete
  19. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
    Correlation vs Covariance
    Simple linear regression

    ReplyDelete
  20. Such a very useful article. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article.

    Simple Linear Regression

    Correlation vs Covariance

    ReplyDelete
  21. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
    Correlation vs Covariance
    Simple linear regression
    data science interview questions

    ReplyDelete
  22. Thank you so much for this incredible guide. This has given me so much information
    AI Training in Hyderabad

    ReplyDelete
  23. Very interesting blog. Many blogs I see these days do not really provide anything that attracts others, but believe me the way you interact is literally awesome.You can also check my articles as well.

    Data Science In Banglore With Placements
    Data Science Course In Bangalore
    Data Science Training In Bangalore
    Best Data Science Courses In Bangalore
    Data Science Institute In Bangalore

    Thank you..

    ReplyDelete
  24. Really nice and interesting post. I was looking for this kind of information and enjoyed reading this one. Keep posting. Thanks for sharing.

    data science interview questions

    ReplyDelete
  25. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
    Correlation vs Covariance
    Simple linear regression
    data science interview questions

    ReplyDelete
  26. Machine Learning Courses in Pune I really enjoy reading and also appreciate your work.

    ReplyDelete
  27. I read this post two times, I like it so much, please try to keep posting & Let me introduce other material that may be good for our community.

    ReplyDelete
  28. This is a wonderful article, Given so much info in it, These type of articles keeps the users interest in the website, and keep on sharing more ... good luck.

    data science interview questions

    ReplyDelete
  29. I feel very grateful that I read this. It is very helpful and very informative and I really learned a lot from it.

    Simple Linear Regression

    Correlation vs covariance

    KNN Algorithm

    ReplyDelete
  30. I feel very grateful that I read this. It is very helpful and very informative and I really learned a lot from it.

    data science interview questions

    ReplyDelete
  31. I am looking for and I love to post a comment that "The content of your post is awesome" Great work!

    Simple Linear Regression

    Correlation vs Covariance

    ReplyDelete
  32. Amazing Article ! I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
    Simple Linear Regression
    Correlation vs covariance
    data science interview questions
    KNN Algorithm
    Logistic Regression explained

    ReplyDelete
  33. Very nice blogs!!! i have to learning for lot of information for this sites…Sharing for wonderful information.Thanks for sharing this valuable information to our vision. You have posted a trust worthy blog keep sharing, data sciecne course in hyderabad

    ReplyDelete
  34. Attend The Course in Data Analytics From ExcelR. Practical Course in Data Analytics Sessions With Assured Placement Support From Experienced Faculty. ExcelR Offers The Course in Data Analytics.
    Course in Data Analytics

    ReplyDelete
  35. I will really appreciate the writer's choice for choosing this excellent article appropriate to my matter.Here is deep description about the article matter which helped me more.
    PMP Certification Pune
    You completely match our expectation and the variety of our information.. I have express a few of the articles on your website now, and I really like your style of blogging. I added it to my favorite’s blog site list and will be checking back soon…

    ReplyDelete
  36. Really nice and interesting post. I was looking for this kind of information and enjoyed reading this one. Keep posting. Thanks for sharing.

    Simple Linear Regression

    Correlation vs covariance

    KNN Algorithm

    Logistic Regression explained

    ReplyDelete
  37. An enormous piece of article writing! According to me, you have efficiently covered all the major points which this article demanded.
    SAP training in Kolkata
    SAP training Kolkata
    Best SAP training in Kolkata
    SAP course in Kolkata

    ReplyDelete
  38. Giving comments on a significant blog is a form of art. I am entirely moved by this piece of writing. I wish to interpret more from you.
    SAP training in Kolkata
    SAP training Kolkata
    Best SAP training in Kolkata
    SAP course in Kolkata

    ReplyDelete
  39. I have to search sites with relevant information on given topic and provide them to teacher our opinion and the article.

    Simple Linear Regression

    Correlation vs Covariance

    ReplyDelete
  40. Very interesting to read this article.I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.data science courses

    ReplyDelete
  41. I feel very grateful that I read this. It is very helpful and very informative and I really learned a lot from it.

    data science interview questions

    ReplyDelete
  42. Amazing Article ! I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
    Correlation vs Covariance
    Simple Linear Regression
    data science interview questions
    KNN Algorithm
    Logistic Regression explained

    ReplyDelete
  43. Very nice blogs!!! i have to learning for lot of information for this sites…Sharing for wonderful information.Thanks for sharing this valuable information to our vision. You have posted a trust worthy blog keep sharing, data sciecne course in hyderabad

    ReplyDelete
  44. This is a wonderful article, Given so much info in it, These type of articles keeps the users interest in the website, and keep on sharing more ... good luck.

    Simple Linear Regression

    Correlation vs Covariance

    ReplyDelete
  45. very well explained. I would like to thank you for the efforts you had made for writing this awesome article. This article inspired me to read more. keep it up.
    Logistic Regression explained
    Correlation vs Covariance
    Simple Linear Regression
    data science interview questions
    KNN Algorithm

    ReplyDelete
  46. You have provided finicky information for a new blogger so it has turned out to be really obliging. Keep up the good work!
    Data Science training in Mumbai
    Data Science course in Mumbai
    SAP training in Mumbai

    ReplyDelete
  47. This content is very considered and well-thought. You are a distinctive thinker. You have put up the unique points to bring up specific points. Please continue doing such good work.
    SAP training in Kolkata
    SAP course in kolkata

    ReplyDelete
  48. If all the writers who pen down articles would give a thought to write topic specific articles like you, then more number of readers would read their content. It is really revitalizing to find such pure and unique content in an otherwise world where most of the articles are copied.
    SAP training in Mumbai
    SAP course in Mumbai

    ReplyDelete
  49. I like review sites which fathom the cost of conveying the astounding helpful asset complimentary. I really revered perusing your posting. Much obliged to you!
    data scientist course

    ReplyDelete
  50. i am glad to discover this page : i have to thank you for the time i spent on this especially great reading !! i really liked each part and also bookmarked you for new information on your site.
    Data Scientist Course

    ReplyDelete
  51. I Want to leave a little comment to support and wish you the best of luck.we wish you the best of luck in all your blogging endeavors.Business Analytics course in bangalore

    ReplyDelete
  52. I Want to leave a little comment to support and wish you the best of luck.we wish you the best of luck in all your blogging endeavors.
    Business Analytics Course in Bangalore

    ReplyDelete
  53. I want to leave a little comment to support and wish you the best of luck.we wish you the best of luck in all your blogging enedevors.
    Data Analytics Courses in Bangalore

    ReplyDelete
  54. Highly appreciable regarding the uniqueness of the content. This perhaps makes the readers feels excited to get stick to the subject. Certainly, the learners would thank the blogger to come up with the innovative content which keeps the readers to be up to date to stand by the competition. Once again nice blog keep it up and keep sharing the content as always.
    Data Science Training

    ReplyDelete
  55. If it's not too much trouble share more like that. ExcelR Data Analytics Course

    ReplyDelete
  56. Thanks for posting the best information and the blog is very helpful.data science interview questions and answers

    ReplyDelete
  57. Thanks for posting the best information and the blog is very helpful.data science interview questions and answers

    ReplyDelete
  58. The content is well acknowledged, so no one could allege that it is just one person's opinion yet it covers and justifies all the applicable points. I have read such a startling work after a long time!
    Data Science Training in Hyderabad
    Data Science Course in Hyderabad

    ReplyDelete
  59. Thanks for posting the best information and the blog is very helpful
    Python Training in Hyderabad
    Python Course in Hyderabad

    ReplyDelete
  60. Wonderful blog found to be very impressive to come across such an awesome blog. I should really appreciate the blogger for the efforts they have put in to develop such an amazing content for all the curious readers who are very keen of being updated across every corner. Ultimately, this is an awesome experience for the readers. Anyways, thanks a lot and keep sharing the content in future too.

    data science institute in bangalore

    ReplyDelete
  61. I surely acquiring more difficulties from each surprisingly more little bit of it
    data scientist training and placement

    ReplyDelete
  62. Truly mind blowing blog went amazed with the subject they have developed the content. These kind of posts really helpful to gain the knowledge of unknown things which surely triggers to motivate and learn the new innovative contents. Hope you deliver the similar successive contents forthcoming as well.

    Data Science in Bangalore

    ReplyDelete
  63. I have perused your blog its appealing and noteworthy. I like it your blog.
    DevOps Training in Hyderabad
    DevOps Course in Hyderabad

    ReplyDelete
  64. This is one of the best information i have read on internet. People should get lots of things from this.
    AWS Training in Hyderabad
    AWS Course in Hyderabad

    ReplyDelete
  65. Thanks for posting the best information and the blog is very important.digital marketing institute in hyderabad

    ReplyDelete
  66. Extremely overall quite fascinating post. I was searching for this sort of data and delighted in perusing this one. Continue posting. A debt of gratitude is in order for sharing. data scientist course in delhi

    ReplyDelete
  67. Stupendous blog huge applause to the blogger and hoping you to come up with such an extraordinary content in future. Surely, this post will inspire many aspirants who are very keen in gaining the knowledge. Expecting many more contents with lot more curiosity further.

    Data Science Certification in Bhilai

    ReplyDelete
  68. Extraordinary blog went amazed with the content that they have developed in a very descriptive manner. This type of content surely ensures the participants to explore themselves. Hope you deliver the same near the future as well. Gratitude to the blogger for the efforts.

    Data Science Training

    ReplyDelete
  69. Thanks for posting the best information and the blog is very good.artificial intelligence course in hyderabad

    ReplyDelete
  70. I was actually browsing the internet for certain information, accidentally came across your blog found it to be very impressive. I am elated to go with the information you have provided on this blog, eventually, it helps the readers whoever goes through this blog. Hoping you continue the spirit to inspire the readers and amaze them with your fabulous content.

    Data Science Course in Faridabad

    ReplyDelete
  71. Great to become visiting your weblog once more, it has been a very long time for me. Pleasantly this article i've been sat tight fosuch a long time. I will require this post to add up to my task in the school, and it has identical subject along with your review. Much appreciated, great offer. data science course in nagpur

    ReplyDelete
  72. Thanks for posting the best information and the blog is very good.data science institutes in hyderabad

    ReplyDelete
  73. Nice information, valuable and excellent design, as share good stuff with good ideas and concepts, lots of great information and inspiration, both of which I need, thanks to offer such a helpful information here.

    Gland Packing

    ReplyDelete
  74. AchieversIT - provides a wide range of opportunities for fresher’s and Experienced persons who want to develop their skills and build their career opportunities. AchieversIT provides emerging & trending technologies training such as Data Science, Artificial intelligence, AWS, Digital Marketing. Our trainers are industry experts who can deliver quality training and in-depth knowledge. Get trained on "Data Science in Bangalore" and get certified from AchieversIT

    Data Science Training in Bangalore

    ReplyDelete
  75. I recently came across your article and have been reading along. I want to express my admiration of your writing skill and ability to make readers read from the beginning to the end.
    Data Analytics Courses In Pune

    ReplyDelete

Item Reviewed: Bored ? Let's do some data science... Rating: 5 Reviewed By: Unknown
Scroll to Top