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Big Data Modeling and Management Systems

Big Data Modeling and Management Systems

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8.0/10 (Our Score)
Product is rated as #58 in category Big Data

Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? In this course, you will experience various data genres and management tools appropriate for each. You will be able to describe the reasons behind the evolving plethora of new big data platforms from the perspective of big data management systems and analytical tools. Through guided hands–on tutorials, you will become familiar with techniques using real–time and semi–structured data examples. Systems and tools discussed include: AsterixDB, HP Vertica, Impala, Neo4j, Redis, SparkSQL. This course provides techniques to extract value from existing untapped data sources and discovering new data sources. At the end of this course, you will be able to: * Recognize different data elements in your own work and in everyday life problems * Explain why your team needs to design a Big Data Infrastructure Plan and Information System Design * Identify the frequent data operations required for various types of data * Select a data model to suit the characteristics of your data * Apply techniques to handle streaming data * Differentiate between a traditional Database Management System and a Big Data Management System * Appreciate why there are …

Instructor Details

Ilkay Altintas is the chief data science officer at the San Diego Supercomputer Center (SDSC), UC San Diego, where she is also the founder and director for the Workflows for Data Science Center of Excellence. She received her Ph.D. degree from the University of Amsterdam in the Netherlands with an emphasis on provenance of workflow-driven collaborative science and she is currently an assistant research scientist at UCSD.

Specification: Big Data Modeling and Management Systems

Duration 16 hours
Year 2016
Certificate Yes
Quizzes No

52 reviews for Big Data Modeling and Management Systems

4.3 out of 5
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  1. Avatar

    James w

    I feel as though the assessment questions could have been more specific and the assessment criteria when marking could have been more precise. But other than that it was a great course.

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  2. Avatar

    Suraj S

    one of the best courses to be mentioned.

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  3. Avatar

    Tcheutchoua S S L

    This is wonderful course that explains that provides insight in to Management systems and how big data can be leveraged.

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  4. Avatar

    Arijit G

    v Good Couese

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  5. Avatar

    Saurabh K

    good

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  6. Avatar

    Emilio M

    very good performace of instructors

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  7. Avatar

    Sonali S

    Great!

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  8. Avatar

    Joaquim P

    Too simple.

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  9. Avatar

    Johan S H A

    It was very theorical and not too much practical course, so there are not exercises to understand the BDMS like Redis, AsterixDB, Solr, and the others.

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  10. Avatar

    Francisco S H

    Very good course, specially the last homework. Thanks.

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  11. Avatar

    Pasawat S

    very useful

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  12. Avatar

    Vivek T

    This course was so good which focuses on the basics and also on hands on sessions.

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  13. Avatar

    HEMANT K D

    peer review is not good for any assignment.unnecessary delay and of no use.

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  14. Avatar

    Rahul P

    The practical contents were too less. Too much of theory does tend to make the course a little bit boring…

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  15. Avatar

    Sandeep D

    Just a basic overview. Not much hands on

    Helpful(3) Unhelpful(0)You have already voted this
  16. Avatar

    Diogo M

    Nice Course, The possibility of use an cloudera image for hands on is so great for cearning

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  17. Avatar

    Andres H

    Great Course

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  18. Avatar

    Manik S

    LOW QUALITY VIDEOS, OBSOLETE RESOURCES, VIRTUALLY NO TECH SUPPORT

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  19. Avatar

    Viraj D

    The explanation is very clear. More hands on coding and practicing should have helped in learning the concept more profoundly.

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  20. Avatar

    Diwen

    Peer graded assignment is very badly described.

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  21. Avatar

    Mohamad K

    Its extremely an important course to understand the different between DBMS and BIG data and why DBMS changed to BDMS. Its also give nice intro to unstructured data process such images and graph Nodes. Study this course will remove many questions in your mind.

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  22. Avatar

    Md S F

    best big data course

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  23. Avatar

    Mohamed H A

    Great thanks to the team worked the course.

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  24. Avatar

    Novan Z

    Easy and understandable

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  25. Avatar

    Misty S

    While the course content is very good, I feel this is not for beginners as one needs a basic knowledge of traditional relational databases for starters. The assignment helps clear the concepts and makes it understandable enough to work on it.

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  26. Avatar

    Marco A G O

    More focus on theory than practice, but a nice course.

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  27. Avatar

    Ali S

    The course was great I learned basics of different big data visualizations. Sources of big data and different tools introduced which can be very helpful. The quizes and assignments helped me to better understand the course.

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  28. Avatar

    Muhammad S

    Thanks for offering this course. The course is not so good because most of the portion is theoretically based. We join the Coursera for hands on courses. We study a lot of courses in our Homeland universities which are 90% theoretical. so I join Coursera to implement the concepts practically but this course is not so practical.

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  29. Avatar

    Mohammad M

    Big Data modeling is important consideration while designing big data solution. Most of other online courses lacks this module. Thanks to coursera for bringing this course. Five star.

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  30. Avatar

    Sergey K

    There is no enough practice, for final exam it is impossible to understand what is right and what is wrong even when making peer review

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  31. Avatar

    Francisco J H

    It was useful but I was expecting more specific exercies and practices with state of the art tools, instead of only a very high level conceptual resume of the frameworks and data types. I hope that in next specialization courses will go deeper into the specific uses.

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  32. Avatar

    Bhanu H

    Course material is very good. Instructors are great and talk clearly and explain well. My only difficulty is with peer reviewed assignments. There is no answer key. So how one grades depends on what he/she thinks is the right answer. I understand there is no easy solution to this problem for online courses. It is not a show stopper though since you can submit multiple times. But why not just grade using Assistant or by instructor themselves.

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  33. Avatar

    Mujtaba A

    It was a good course for beginners of big data modeling. I benefited much from it from the theoretical perspectives.

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  34. Avatar

    Kumar A

    Well rounded course with theoretical discussion and hand on sessions

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  35. Avatar

    Kamlesh K

    Good Course! Explain a lot about the Modeling and Management System in Big Data. Also, give practical experience in Big Data Management and play around models

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  36. Avatar

    Sayed M

    Excellently designed course content and organized topics. I like very much the way Ilkay and Amarnath explains on various subjects.

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  37. Avatar

    David P G

    No extra readings are provided to deepen the knowledge. Hands on are not maintained as outdate info is presented in the Hands On labs. Twitter HandsOn is not correctly explained.

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  38. Avatar

    Alberto R

    Material is very high level with very little practice examples. The attached documentation doesn’t really add anything to the course and the quizzes are quick and simple.

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  39. Avatar

    Priyadarshi V

    The content is really good and informative. More hands on would be helpful. Extending the tree structure problem in the pink flamingo exercise was bit confusing.

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  40. Avatar

    Sekhar T

    Great learning experience!

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  41. Avatar

    Iskan S

    it is very helpful

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  42. Avatar

    Swadish V

    I am totally new to big data. This course give me an immense knowledge about modelling.

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  43. Avatar

    Luis R G

    Great course to learn and also practice how data can be visualized and how to model data, formats and how important is to choose appropriate data format and model

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  44. Avatar

    Chandrakanth B

    I could able to learn how big data is helping in modeling and nanagement

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  45. Avatar

    Tariq A

    Very well organized and conceived. By following the course, I was able to learn and build on the concepts with minimal questions or frustration. It taught me what I was looking to learn, was well organized, and well paced. I’m already applying what I learned at work.

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  46. Avatar

    MEI W

    Good introductory course of cloud and big data systems

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  47. Avatar

    Basil C

    This is a great crash course for beginners to get up to speed. Would be great to cover more modelling techniques and real world case studies. Thank you I’ve learned much from both Ilkay Altintas and Amarnath Gupta. Congratulations.

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  48. Avatar

    mostafa r m

    very good content and good instructor

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  49. Avatar

    Ahmed M S

    Excellent course, many fundamental concepts of big data modeling are discussed in a simple and clear way.

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  50. Avatar

    dharmesh

    thanks to cousera providing such platform for learners and i am thank to uc san diego team for course

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  51. Avatar

    S. M Y I

    The course laid a good theoretical base for further exploration of Big data Analytics.

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  52. Avatar

    Ankit C

    It’s a good course to get an overview of different technologies that are out there. I would highly recommend this course to anyone who wants to build a foundation for big data.

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    Big Data Modeling and Management Systems
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