Spark Ecosystem

دروس الكورس

1. 1- Big Data and Hadoop - Introduction
2. 2- Big Data Overview
3. 3- Types of Data under Big Data
4. 4- Big Data Technologies
5. 5- Five V's in Big Data
6. 6- Introduction to Hadoop
7. 7- What is Hadoop?
8. 8- Brief History on Hadoop
9. 9- Hadoop Ecosystem
10. 10- Different Hadoop Vendors
11. 11- Hadoop Architecture
12. 12- Introduction to Environment Setup
13. 13- Installing Virtual Box and Setup a Machine
14. 14- Installing Linux Environment
15. 15- Installing JDK and JRE for Hadoop
16. 16- Installing Hadoop for Single Node Cluster
17. 17- Installing Hadoop on Pseudo Distributed Mode
18. 18- Final Steps for Hadoop Installation
19. 19- Introduction to HDFS
20. 20- Overview on HDFS
21. 21- HDFS Architecture
22. 22- HDFS Reading
23. 23- HDFS Writing
24. 24- Basic HDFS Commands
25. 25- Introduction to Map Reduce
26. 26- What is MapReduce?
27. 27- Shuffle & Sorting of MapReduce Task
28. 28- Job Scheduling in MapReduce
29. 29- Basics of MapReduce Algorithms
30. 30- Example of MapReduce Program
31. 31- Introduction to HBase
32. 32- HBase Overview
33. 33- HBase Installation
34. 34- HBase Architecture
35. 35- Difference Between RDBMS and HBase
36. 36- HBase Shell
37. 37- Table Creation & Data insertion
38. 38- Data Scan and Read
39. 39- Disabling and Enabling of a Table
40. 40- Data Deletion in HBase Table
41. 41- Introduction to Hive
42. 42- Hive Overview
43. 43- Hive Installation
44. 44- Hive Database Creation & Usage
45. 45- Table Creation in Hive
46. 46- Data insertion into Hive Table
47. 47- Delete Data & Drop Hive Tables
48. 48- Introduction to Pig
49. 49- Pig Overview
50. 50- Pig Architecture
51. 51- Pig Latin Data Model
52. 52- Pig Latin Basics
53. 53- Load Data from File into Pig Tables
54. 54- Store Pig Data into Disk
55. 55- Examples on Pig Commands
56. 56- Introduction to Spark
57. 57- Spark Overview
58. 58- Spark Ecosystem
59. 59- RDD in Spark
60. 60- Some Spark Shell Commands
61. 61- Spark Word Count Example
62. 62- Introduction to Oozie
63. 63- Oozie Overview
64. 64- Oozie Workflow
65. 65- Oozie Coordinator
66. 66- Tutorix Simply Easy Learning Steps
67. 67- Tutorix Brings Simply Easy Learning