Saturday, May 16, 2015

Is Rust good for data mining?

 

Rust 1.0 is just released. This is great achievement for Rust team! I have watched Rust for some time. One phase on its website summaries this language rather well: “zero-cost abstraction”. I was attracted to Rust by Poss’s article: Rust for functional programmers. But the more I know the language, the more I find that its syntax-level similarity to Haskell and ML is only superficial, what Rust really wants to be is a system programming language with safe and fine-granularity memory management.

C has “zero-cost”, however it is hard to build high-level abstractions in it. If we program concurrency in C, we shall explicitly use a thread library (e.g. OpenMP, PThreads) or we need to go lower to implement a thread using more primitive functions at the OS level.

On the other extreme, languages such as Haskell and Scala have “abstractions”. They can build beautiful APIs that others can use and don’t care about how they are implemented. There is a cost in abstraction. The memory usage of Haskell and Scala is harder to predict than C programs. When we chain functions such as map/filter, we don’t know exactly how many objects are created as immediate objects; it depends the underlying library implementation and the optimization ability of the compiler and these two are not common knowledge to the applications programmer . The extra cost also comes from the constant hidden inside the big O – using the iterator interface would has extra cost on each .next() function call while iterating a bare array in C is much faster.

How is it possible for Rust to have the zero-cost abstraction? Basically it achieves it through memory management system. This is the real innovative part of Rust, though some theory is built in academic papers and previous small languages, Rust is the first to provide a best engineering on it. In F#, we can easily write

col |> Seq.map (fun e -> e*e) |> Seq.filter (fun e -> e%3==0) |> Seq.sum

and we don’t know how memory is managed. Will map and filter create many small objects to be GCed? The F# program can ignore these questions. He can of course dig into Seq module’s source code and the final compiled IL code to know the details. But by default, the F# programmer need not care.

If the same program is written in Rust, the programmer has to control exactly how each object is created. He knows it by writing extra annotations to the code. This adds burden to the programmer’s mind!

In data mining, writing correct code for the numerics and the algorithmic logics is already hard, how would a data miner want to put the programming issues in his mind? I would not. This is of course because I am not familiar with Rust’s borrow system. I believe after enough training, my skill can reach a state of caring less and less about memory when programming data mining applications. But in the first place, why should I? Fine memory control is not the primary issue of data mining applications. If performance is not that critical, any static language such as F# and Scala would have a fine performance. Need more performance? Code in C++, allocate all the memory deterministically, and avoid big-object copy and dynamic heap allocation when critical components are running!

126 comments:

  1. Great Post. Keep Sharing. Visit Naxa Solutions for read more about Data Mining.

    ReplyDelete
  2. Thanks a lot for all your valuable article! We are really happy about the your thoughts... SAP Training in chennai

    ReplyDelete
  3. I have been following you for a couple of months now but this is my first time commenting on a blog post. Thank you for sharing your knowledge and experience with us. Keep up the good work. Already bookmarked for future reference.

    SAP training in Chennai

    ReplyDelete
  4. All are saying the same thing repeatedly, but in your blog I had a chance to get some useful and unique information, I love your writing style very much, I would like to suggest your blog in my dude circle, so keep on updates.


    Digital Marketing Company in Chennai

    ReplyDelete
  5. This blog is having the general information. Got a creative work and this is very different one. We have to develop our creativity mind. This blog helps for this. Thank you for this blog. this is very interesting and useful.
    Web Designing Training

    ReplyDelete
  6. Funny conclusion. Not because I am not familiar also
    >I am not familiar with Rust’s borrow system
    >Need more performance? Code in C++

    ReplyDelete
  7. I really appreciate information shared above. It’s of great help. If someone want to learn Online (Virtual) instructor lead live training in Data Mining, kindly contact us http://www.maxmunus.com/contact
    MaxMunus Offer World Class Virtual Instructor led training on Data Mining. We have industry expert trainer. We provide Training Material and Software Support. MaxMunus has successfully conducted 100000+ trainings in India, USA, UK, Australlia, Switzerland, Qatar, Saudi Arabia, Bangladesh, Bahrain and UAE etc.

    For Free Demo Contact us:
    Name : Arunkumar U
    Email : arun@maxmunus.com
    Skype id: training_maxmunus
    Contact No.-+91-9738507310
    Company Website –http://www.maxmunus.com


    ReplyDelete
  8. Its fantatic explaintion lot of information gather it...nice article....
    seo company in Chennai

    ReplyDelete
  9. A very nice guide. I will definitely follow these tips. Thank you for sharing such detailed article. I am learning a lot from you.Nice Article!
    java training in chennai

    ReplyDelete

  10. Its a wonderful post and very helpful, thanks for all this information. You are including better information regarding this topic in an effective way.Thank you so much

    Personal Installment Loans
    Payday Cash Advance loan
    Title Car loan
    Cash Advance Loan

    ReplyDelete
  11. This information is impressive; I am inspired with your post writing style & how continuously you describe this topic.


    Pawn Shop

    Pawn Loans

    Pawn Shops

    Pawn Loan

    Pawn Shop near me

    ReplyDelete
  12. This comment has been removed by the author.

    ReplyDelete
  13. We at COEPD glad to announce that we have introduced Dot Net Technologies Internship Programs (Self sponsored) for professionals who want to have hands on experience. This program is available in COEPD Hyderabad premises which is accompanied by IT Companies. It is intelligently dedicated to our firm participants predominantly acknowledging and appreciating the fact that they are on the path of making a career in Dot Net Technologies discipline. We assume Object-Oriented Programming concepts and teaches C#.NET, ADO.NET which helps the interns to build database-driven Web applications and Web Sites successfully. This internship is designed to gain theoretical knowledge and also hands-on practice and practical know-how to master the nitty-gritty of the Dot Net developer profession. More than a training institute, COEPD today stands differentiated as a mission to help you "Build your dream career" - COEPD way.

    http://www.coepd.com/DotNet-Internship.html

    ReplyDelete
  14. Great information. Thanks for sharing such useful knowledge. Great job!
    data mining services


    ReplyDelete
  15. I found your blog while searching for the updates, I am happy to be here. Very useful content and also easily understandable providing.. Believe me I did wrote an post about tutorials for beginners with reference of your blog. 

    rpa training in chennai
    rpa training in bangalore
    rpa course in bangalore
    best rpa training in bangalore
    rpa online training

    ReplyDelete
  16. Hey, Wow all the posts are very informative for the people who visit this site. Good work! We also have a Website. Please feel free to visit our site. Thank you for sharing. AngularJS Training in Chennai | Best AngularJS Training Institute in Chennai

    ReplyDelete
  17. Thanks for your great and helpful presentation I like your good service. I always appreciate your post. That is very interesting I love reading and I am always searching for informative information like this.iot training institutes in chennai | industrial iot training chennai | iot course fees in chennai | iot certification courses in chennai

    ReplyDelete
  18. In your article i have got best information .i have also same this information one other website you can also visit this link if you like to read more information Data Mining Guide

    ReplyDelete
  19. Information from this blog is very useful for me, am very happy to read this blog Kindly visit us @ Luxury Watch Box | Shoe Box Manufacturer |  Candle Packaging Boxes

    ReplyDelete
  20. The blog is very informative. When I came across this blog the topic was new and seemed very interesting. It opened my eyes to new technology.
    Data Analytics Institutes In Hyderabad

    ReplyDelete
  21. It is very good and very informative. There is a useful information in it.Thanks for posting... IoT Training In Hyderabad

    ReplyDelete
  22. Nice Information
    "Sanjary Academy provides excellent training for Piping design course. Best Piping Design Training Institute in Hyderabad,
    Telangana. We have offer professional Engineering Course like Piping Design Course,QA / QC Course,document Controller
    course,pressure Vessel Design Course, Welding Inspector Course, Quality Management Course, #Safety officer course."
    Piping Design Course in India­
    Piping Design Course in Hyderabad
    Piping Design Course in Hyderabad
    QA / QC Course
    QA / QC Course in india
    QA / QC Course in Hyderabad
    Document Controller course
    Pressure Vessel Design Course
    Welding Inspector Course
    Quality Management Course
    Quality Management Course in india
    Safety officer course

    ReplyDelete
  23. Really Good Information
    Yaaron Studios is one of the rapidly growing editing studios in Hyderabad. We are the best Video Editing services in Hyderabad. We provides best graphic works like logo reveals, corporate presentation Etc. And also we gives the best Outdoor/Indoor shoots and Ad Making services.
    Best video editing services in Hyderabad,ameerpet
    Best Graphic Designing services in Hyderabad,ameerpet­
    Best Ad Making services in Hyderabad,ameerpet­

    ReplyDelete
  24. We are glad to announce that in COEPD we have introduced Digital Marketing Internship Programs (Self sponsored) for professionals who want to have hands on experience. In affiliation with IT companies we are providing this program. Presently, this program is available in COEPD Hyderabad premises. We deem in real time practical Internship program. We guide participants through real-time project examples and assignments, giving credits for Real-Time Internship. Our digital marketing certified mentors tutor our learning people through modules of Digital Marketing in an exhaustive manner. This internship is intelligently dedicated to our avid and passionate participants predominantly acknowledging and appreciating the fact that they are on the path of making a career in Digital Marketing discipline. We upskill and master the nitty-gritty of the Digital Marketing profession. More than a training institute, COEPD today stands differentiated as a mission to help you "Build your dream career" - COEPD way.

    https://www.coepd.com/DMInternship.aspx

    ReplyDelete
  25. 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.
    ExcelR Data Analytics Course

    ReplyDelete
  26. Hi to everybody, here everyone is sharing such knowledge, so it’s fastidious to see this site, and I used to visit this blog daily. ExcelR Data Scientist Classes In Pune

    ReplyDelete
  27. Nice information, valuable and excellent work, 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. data science course

    ReplyDelete
  28. Thanks for the informative and helpful post, obviously in your blog everything is good.. ExcelR Data Scientist Course Pune

    ReplyDelete
  29. Good to become visiting your weblog again, it has been months for me. Nicely this article that i've been waited for so long. I will need this post to total my assignment in the college, and it has exact same topic together with your write-up. Thanks, good share.
    Please check ExcelR Data Science Courses

    ReplyDelete
  30. I need to to thank you for this very good read!! I definitely loved every little bit of it. I have you bookmarked to check out new things you post… data science course bangalore

    ReplyDelete
  31. 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.
    data analytics course mumbai
    data science interview questions

    ReplyDelete
  32. After reading your article I was amazed. I know that you explain it very well. And I hope that other readers will also experience how I feel after reading your article.

    Digital marketing course mumbai

    ReplyDelete
  33. Impressive! I finally found a great post here. Nice article on data science . It's really a nice experience to read your post. Thanks for sharing your innovative ideas to our vision.
    Data Science Course in Marathahalli
    Data Science Course Training in Bangalore

    ReplyDelete
  34. 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 Interview Questions

    ReplyDelete
  35. 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 science course

    ReplyDelete
  36. 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
  37. I really enjoy simply reading all of your weblogs. Simply wanted to inform you that you have people like me who appreciate your work. Definitely a great post. Hats off to you! The information that you have provided is very helpful.

    data science course

    ReplyDelete
  38. 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
  39. We are glad to announce that in COEPD we have introduced Digital Marketing Internship Programs (Self sponsored) for professionals who want to have hands on experience. In affiliation with IT companies we are providing this program. Presently, this program is available in COEPD Hyderabad premises. We deem in real time practical Internship program. We guide participants through real-time project examples and assignments, giving credits for Real-Time Internship. Our digital marketing certified mentors tutor our learning people through modules of Digital Marketing in an exhaustive manner. This internship is intelligently dedicated to our avid and passionate participants predominantly acknowledging and appreciating the fact that they are on the path of making a career in Digital Marketing discipline. We upskill and master the nitty-gritty of the Digital Marketing profession. More than a training institute, COEPD today stands differentiated as a mission to help you "Build your dream career" - COEPD way.
    http://www.coepd.com/DMInternship.html

    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.
    Correlation vs Covariance

    ReplyDelete
  41. 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.

    Correlation vs Covariance

    ReplyDelete
  42. Attend The Data Science Courses From ExcelR. Practical Data Science Courses Sessions With Assured Placement Support From Experienced Faculty. ExcelR Offers The Data Science Courses.
    Data Science Courses

    ReplyDelete
  43. 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
  44. 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
  45. 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
  46. This post is really helpful for us. I certainly love this website, keep on it.
    Data Science Course in Hyderabad

    ReplyDelete
  47. 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
  48. 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
  49. 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
  50. 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
  51. I have to search sites with relevant information on given topic and provide them to teacher our opinion and the article.

    data science interview questions

    ReplyDelete
  52. 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

    ReplyDelete
  53. Very good points you wrote here..Great stuff...I think you've made some truly interesting points.Keep up the good work.
    360digitmg

    ReplyDelete
  54. 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

    ReplyDelete
  55. Attend The Data Analyst Course From ExcelR. Practical Data Analyst Course Sessions With Assured Placement Support From Experienced Faculty. ExcelR Offers The Data Analyst Course.
    Data Analyst Course

    ReplyDelete
  56. 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
  57. 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 science training

    ReplyDelete
  58. 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
  59. Glad to chat your blog,I seem to be forward to more reliable articles and i think we all wish to thank so many good articles,blog to share with us.data scientist courses

    ReplyDelete
  60. 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.
    Correlation vs Covariance
    Simple Linear Regression
    data science interview questions
    KNN Algorithm
    Logistic Regression explained

    ReplyDelete
  61. 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.
    Simple Linear Regression
    Correlation vs covariance
    data science interview questions
    KNN Algorithm
    Logistic Regression explained

    ReplyDelete
  62. 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
  63. 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
  64. 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
  65. 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
  66. 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.
    Simple Linear Regression
    Correlation vs covariance
    data science interview questions
    KNN Algorithm
    Logistic Regression explained

    ReplyDelete
  67. This Was An Amazing! I Haven't Seen This Type of Blog Ever! Thank you for Sharing, data scientist course in Hyderabad with placement

    ReplyDelete
  68. 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

    bag of words

    time series analysis

    ReplyDelete
  69. Хиромантия разрешает увидеть, что человека подстерегает в предстоящем времени. Гадания онлайн на будущее бесплатно, самые точные - шанс предсказать будущие события непрерывно зачаровывал род человеческий. Любой рассчитывает просмотреть свою судьбу и представляет конкретные типы предсказания судьбы гораздо больше эффективными.

    ReplyDelete
  70. Terrific post thoroughly enjoyed reading the blog and more over found to be the tremendous one. In fact, educating the participants with it's amazing content. Hope you share the similar content consecutively.
    Data Analytics Course in Raipur

    ReplyDelete
  71. Took me time to understand all of the comments, but I seriously enjoyed the write-up. It proved being really helpful to me and Im positive to all of the commenters right here! Its constantly nice when you can not only be informed, but also entertained! I am certain you had enjoyable writing this write-up.
    data scientist training and placement in hyderabad

    ReplyDelete
  72. Excellent Blog! I would like to thank for the efforts you have made in writing this post. I am hoping the same best work from you in the future as well. I wanted to thank you for this websites! Thanks for sharing. Great websites!
    Data Science Training in Bangalore

    ReplyDelete
  73. I just got to this amazing site not long ago. I was actually captured with the piece of resources you have got here. Big thumbs up for making such wonderful blog page!
    data analytics course in bangalore

    ReplyDelete
  74. I am a new user of this site, so here I saw several articles and posts published on this site, I am more interested in some of them, hope you will provide more information on these topics in your next articles.
    data analytics training in bangalore

    ReplyDelete
  75. 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.
    Data Science Course in Bangalore

    ReplyDelete
  76. 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
  77. Thanks for posting the best information and the blog is very helpful.data science institutes in hyderabad

    ReplyDelete
  78. The information you have posted is very useful. The sites you have referred was good. Thanks for sharing.
    data scientist training and placement in hyderabad

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

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

    ReplyDelete
  81. The writer is enthusiastic about purchasing wooden furniture on the web and his exploration about best wooden furniture has brought about the arrangement of this article.
    data scientist course in hyderabad

    ReplyDelete
  82. Honestly speaking this blog is absolutely amazing in learning the subject that is building up the knowledge of every individual and enlarging to develop the skills which can be applied in to practical one. Finally, thanking the blogger to launch more further too.

    data science course in bangalore with placement

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

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

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

    ReplyDelete
  86. Terrific post thoroughly enjoyed reading the blog and more over found to be the tremendous one. In fact, educating the participants with it's amazing content. Hope you share the similar content consecutively.

    data science course in varanasi

    ReplyDelete
  87. Good to be here in your article or post, whatever, I think I should also work hard for my own website like I see some good and updated working in your site.
    data scientist course in hyderabad

    ReplyDelete
  88. Happy to visit your blog, I am by all accounts forward to more solid articles and I figure we as a whole wish to thank such huge numbers of good articles, blog to impart to us.

    Data Science Training in Hyderabad

    ReplyDelete
  89. Thanks for posting the best information and the blog is very important.data science course in Lucknow

    ReplyDelete
  90. Truly overall quite fascinating post. I was searching for this sort of data and delighted in perusing this one. Continue posting. Much obliged for sharing.artificial intelligence course in chennai

    ReplyDelete
  91. Tremendous blog quite easy to grasp the subject since the content is very simple to understand. Obviously, this helps the participants to engage themselves in to the subject without much difficulty. Hope you further educate the readers in the same manner and keep sharing the content as always you do.

    data science course in faridabad

    ReplyDelete

  92. I was just examining through the web looking for certain information and ran over your blog.It shows how well you understand this subject. Bookmarked this page, will return for extra. data science course in vadodara

    ReplyDelete
  93. 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 analytics course in delhi

    ReplyDelete
  94. 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 for such 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
  95. I wish more writers of this sort of substance would take the time you did to explore and compose so well. I am exceptionally awed with your vision and knowledge.
    data scientist training in hyderabad

    ReplyDelete
  96. I am a new user of this site, so here I saw several articles and posts published on this site, I am more interested in some of them, will provide more information on these topics in future articles.
    data science course in london

    ReplyDelete
  97. Thanks for bringing such innovative content which truly attracts the readers towards you. Certainly, your blog competes with your co-bloggers to come up with the newly updated info. Finally, kudos to your efforts.

    Data Science Course in Varanasi

    ReplyDelete
  98. It is perfect time to make some plans for the future and it is time to be happy. I've read this post and if I could I desire to suggest you some interesting things or suggestions. Perhaps you could write next articles referring to this article. I want to read more things about it!
    data scientist training and placement

    ReplyDelete
  99. 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…
    data scientist training and placement in hyderabad

    ReplyDelete
  100. Thanks for bringing such an innovative content which truly attracts the readers towards you. Certainly, your blog competes with your co-bloggers to come up with the newly updated info. Finally, kudos to your efforts.

    Data Science Course in Varanasi

    ReplyDelete
  101. Through this post, I know that your good knowledge in playing with all the pieces was very helpful. I notify that this is the first place where I find issues I've been searching for. You have a clever yet attractive way of writing.
    data scientist training and placement in hyderabad

    ReplyDelete
  102. 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.
    data scientist course in hyderabad

    ReplyDelete
  103. Thanks for posting the best information and the blog is very good..data science course in Lucknow

    ReplyDelete
  104. This is my first time visiting here. I found so much entertaining stuff in your blog, especially its discussion. From the tons of comments on your articles, I guess I am not the only one having all the leisure here! Keep up the good work. I have been meaning to write something like this on my website and you have given me an idea.
    data scientist training in hyderabad

    ReplyDelete