۵۰ مقاله در مورد موضوعات مرتبط با Hadoop

در پایین ۵۰ مقاله در مورد موضوعات مرتبط با Hadoop، NoSQL, Map-Reduce, Spark, big data و …قرار داده شده که این منابع شامل مقالات فنی، کتاب، آموزش و خواندن میباشد.

 

  1. Great list of resources – NoSQL, Big Data, Machine Learning and more | GitHub
  2. Implementing a Distributed Deep Learning Network over Spark
  3. Correlation and R-Squared for Big Data
  4. [Book] Big Data – Principles and best practices of scalable realtime data systems
  5. ۹ Lessons: Picking the Right NoSQL Tools
  6. Lesson 2: NoSQL Databases are Good for Everything – Except Maybe this One Thing
  7. ۱۶ resources to learn and understand Hadoop
  8. ۸ Hadoop articles that you should read
  9. Fast clustering algorithms for massive datasets
  10. Hadoop – Whose to Choose
  11. ۱۱ Features any database, SQL or NoSQL, should have
  12. Big Data: The 4 Layers Everyone Must Know
  13. The Book: Big Data, NoSQL, Cloud A Paradigm Shift
  14. Lesson 8: Graph Databases
  15. How to get started with Hadoop?
  16. Optimizing care gaps and outreach programs in Healthcare
  17. Business Intelligence Architecture
  18. Lesson 4: Features Common to (Most) NoSQL/NewSQL Databases
  19. Get started with Hadoop and Spark in 10 minutes
  20. Lesson 5: Key Value Stores (AKA ‘Tuple’ Stores)
  21. How to score data in Hadoop/Hive in a flash
  22. Interesting database questions
  23. Lesson 3: Open Source, Distribution, or Suite
  24. Big Data Applications Scaling Using Java Architecture in the Cloud
  25. Lesson 7: Column Oriented Databases (aka Big Table or Wide Column)
  26. Big Data Analytics Infrastructure
  27. Hadoop Technology Stack
  28. Lesson 6: Document Oriented Databases
  29. A synthetic variance designed for Hadoop and big data
  30. Practical illustration of Map-Reduce (Hadoop-style), on real data
  31. Old SQL, New SQL, NoSQL – Making Sense of the Five Major Classes of Database Technology
  32. How NoSQL Fundamentally Changed Machine Learning
  33. eBook: Getting Started With Hadoop
  34. Salaries for Hadoop professionals
  35. Modern BI Architecture & Analytical Ecosystems
  36. Wiley’s Hadoop Book Bundle — A Free 113 Page Sampler
  37. Earthwatch to Look at Climate Change in Acadia National Park
  38. Polyglot Persistence?
  39. ۵۰+ Open Source Tools for Big Data (See Anything Missing?)
  40. Implementing a Distributed Deep Learning Network over Spark
  41. Which one is best: R, SAS or Python, for data science?
  42. ۱۵+ Great Books for Hadoop
  43. Clustering Similar Images Using MapReduce Style Feature Extraction with C# and R
  44. A Comparison of NoSQL Offerings
  45. How To Avoid The Big Data Quicksand
  46. Deploy Hadoop Cluster
  47. SQL to NoSQL translator
  48. Programming for Data Science the Polyglot approach: Python + R + SQL
  49. Seek the grail up the Knowledge Pyramid, not down
  50. Big Data Logistics: data transfer using Apache Sqoop from RDBMS

 

به اشتراک بگذارید:

یک دیدگاه