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Download [ FreeCourseWeb.com ] Apache Spark Certification Training

FreeCourseWeb com Apache Spark Certification Training

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[ FreeCourseWeb.com ] Apache Spark Certification Training

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4.3 GB

Total Files

116

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2024-11-14 00:15

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01. Introduction.mp4

63.7 MB

02. Certification Exam Overview.mp4

29.1 MB

03. Signing up for Databricks Community Edition.mp4

7.7 MB

04. Loading Data Into Databricks.mp4

12.6 MB

05. Overview of the Spark Cluster Architecture and its Components.mp4

51.8 MB

06. Getting to Know the Spark Driver.mp4

51.1 MB

07. Getting to Know Executors.mp4

47.4 MB

08. Discovering Execution Modes.mp4

100.5 MB

09. Overview.mp4

35.8 MB

1-Course Files - SparkCertCourse.com.dbc

3.1 MB

1-Proposed Timeline - SparkCertCourse.com.pdf

165.1 KB

10. Internal Types, DataFrames, Datasets, RDDs, and the Spark SQL API.mp4

97.5 MB

11. Hands-on Session_ Exploring Data APIs on Databricks Community Edition.mp4

41.9 MB

12. Intro to Labs.mp4

31.9 MB

13. Intro & Creating DataFrames.mp4

30.3 MB

14. Exercise_ Creating a DataFrame.mp4

9.7 MB

15. Exercise_ Creating a DataFrame - Solution.mp4

7.5 MB

16. Working with Schemas.mp4

138.4 MB

17. Exercise_ Building a Simple Schema.mp4

11.4 MB

18. Exercise_ Building a Simple Schema - Solution.mp4

24.0 MB

19. Exercise_ Building a Complex Schema.mp4

11.0 MB

20. Exercise_ Building a Complex Schema - Solution.mp4

27.6 MB

21. Type Conversion of DataFrame Columns.mp4

32.4 MB

22. Exercise_ Changing the Type of a Column.mp4

9.3 MB

23. Exercise_ Changing the Type of a Column - Solution.mp4

21.9 MB

24. Overview.mp4

60.1 MB

25. Shuffles.mp4

54.3 MB

26. Data Skew.mp4

62.4 MB

27. Spark Configurations for Partitions.mp4

19.1 MB

28. Hands-on Session_ The Power of Partitions.mp4

155.0 MB

29. Storage Layout.mp4

86.1 MB

30. Caching and Storage Levels.mp4

47.7 MB

31. Memory in Action.mp4

177.2 MB

32. Hands-on Session_ Executor Memory Management - Part 1.mp4

44.5 MB

33. Hands-on Session_ Executor Memory Management - Part 2.mp4

43.0 MB

34. Intro & How to Get Help in PySpark.mp4

10.7 MB

35. Partitioning Recap.mp4

18.8 MB

36. Exercise_ Repartitioning.mp4

3.8 MB

37. Exercise_ Repartitioning - Solution.mp4

11.6 MB

38. Caching Recap.mp4

7.9 MB

39. Exercise_ Caching.mp4

2.4 MB

40. Exercise_ Caching - Solution.mp4

6.9 MB

41. Overview.mp4

48.9 MB

42. Hands-On Session_ Actions vs. Transformations.mp4

37.7 MB

43. Intro & Reading Data.mp4

107.8 MB

44. Exercise_ Reading Parquet Files.mp4

13.0 MB

45. Exercise_ Reading Parquet Files - Solution.mp4

22.1 MB

46. Reading from CSV Files.mp4

96.0 MB

47. Exercise_ Reading CSV Files.mp4

17.9 MB

48. Exercise_ Reading CSV Files - Solution.mp4

22.2 MB

49. Reading from JSON Files.mp4

29.8 MB

50. Writing Data.mp4

54.4 MB

51. Exercise_ Writing to Parquet Files.mp4

12.3 MB

52. Exercise_ Writing to Parquet Files - Solution.mp4

24.1 MB

53. Writing to CSV Files.mp4

13.2 MB

54. Exercise_ Writing to CSV Files.mp4

11.7 MB

55. Exercise_ Writing to CSV Files - Solution.mp4

20.9 MB

56. Writing to JSON Files.mp4

9.2 MB

57. Using PySpark with SQL.mp4

25.4 MB

58. Exercise_ SQL in PySpark.mp4

4.4 MB

59. Exercise_ SQL in PySpark - Solution.mp4

9.9 MB

60. Overview.mp4

78.3 MB

61. Hands-on Session_ Discovering the Spark UI.mp4

76.1 MB

62. Intro & Removing Data.mp4

78.3 MB

63. Exercise_ Removing Data.mp4

5.9 MB

64. Exercise_ Removing Data - Solution.mp4

6.3 MB

65. Modifying Data.mp4

127.8 MB

66. Exercise_ Modifying Data.mp4

10.4 MB

67. Exercise_ Modifying Data - Solution.mp4

15.2 MB

68. Analyzing Data.mp4

81.9 MB

69. Exercise_ Analyzing Data.mp4

5.3 MB

70. Exercise_ Analyzing Data - Solution.mp4

17.4 MB

71. The Catalyst Optimizer.mp4

90.4 MB

72. Adaptive Query Execution.mp4

77.2 MB

73. Dynamic Partition Pruning.mp4

43.4 MB

74. The DAG_ Achieving Fault Tolerance.mp4

65.7 MB

75. Intro & Working With Dates and Times.mp4

171.9 MB

76. Exercise_ Working With Dates and Times.mp4

6.7 MB

77. Exercise_ Working With Dates and Times - Solution.mp4

17.2 MB

78. Working With Strings.mp4

27.8 MB

79. Exercise_ Working With Strings.mp4

13.7 MB

80. Exercise_ Working With Strings - Solution.mp4

17.1 MB

81. Working with Arrays.mp4

27.8 MB

82. Exercise_ Working With Arrays.mp4

12.0 MB

83. Exercise_ Working With Arrays - Solution.mp4

34.0 MB

84. Accumulator and Broadcast Variables.mp4

64.8 MB

85. Joins.mp4

139.9 MB

86. Hands-on Session_ Cross-Cluster Communication.mp4

191.8 MB

87. Intro & Grouping and Aggregating.mp4

97.4 MB

88. Exercise_ Grouping and Aggregating.mp4

6.1 MB

89. Exercise_ Grouping and Aggregating - Solution.mp4

19.4 MB

90. Joining.mp4

74.4 MB

91. Exercise_ Joining.mp4

8.6 MB

92. Exercise_ Joining - Solution.mp4

22.8 MB

93. User-Defined Functions (UDFs).mp4

100.7 MB

94. Exercise_ UDFs.mp4

34.4 MB

95. Exercise_ UDFs - Solution.mp4

35.3 MB

96. Signing up for the Exam.mp4

11.9 MB

97. Last Minute Preparations.mp4

9.6 MB

98. Introduction.mp4

36.5 MB

99. Congratulations!.mp4

3.0 MB

Apache Spark Certification Exam Guide - SparkCertCourse.com.pdf

564.9 KB

Bonus Resources.txt

0.4 KB

Mastery Map 1 - Cluster Components - SparkCertCourse.com.pdf

52.0 KB

Mastery Map 10 - Adaptive Query Execution Strategies - SparkCertCourse.com.pdf

202.8 KB

Mastery Map 11 - Dynamic Partition Pruning - SparkCertCourse.com.pdf

67.6 KB

Mastery Map 12 - Joins - SparkCertCourse.com.pdf

389.7 KB

Mastery Map 2 - Spark Execution Modes - SparkCertCourse.com.pdf

55.1 KB

Mastery Map 3 - Spark Data APIs - SparkCertCourse.com.pdf

53.1 KB

Mastery Map 4 - Executor Memory Layout - SparkCertCourse.com.pdf

202.4 KB

Mastery Map 5 - PySpark Storage Levels - SparkCertCourse.com.pdf

74.3 KB

Mastery Map 6 - Executor Out-of-Memory Errors - SparkCertCourse.com.pdf

358.1 KB

Mastery Map 7 - Actions Vs. Transformations - SparkCertCourse.com.pdf

325.5 KB

Mastery Map 8 - Execution Hierarchy - SparkCertCourse.com.pdf

84.1 KB

Mastery Map 9 - A Query, From Plan to Execution - SparkCertCourse.com.pdf

62.6 KB

 

Total files 116


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