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Apache Spark Certification Training FreeCourseWeb

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Files:

Get Bonus Downloads Here.url 183 bytes
01. Introduction.mp4 60.8 MB
02. Certification Exam Overview.mp4 27.8 MB
03. Signing up for Databricks Community Edition.mp4 7.3 MB
04. Loading Data Into Databricks.mp4 12.0 MB
05. Overview of the Spark Cluster Architecture and its Components.mp4 49.4 MB
06. Getting to Know the Spark Driver.mp4 48.7 MB
07. Getting to Know Executors.mp4 45.2 MB
08. Discovering Execution Modes.mp4 95.8 MB
09. Overview.mp4 34.1 MB
1-Course Files - SparkCertCourse.com.dbc 3.0 MB
1-Proposed Timeline - SparkCertCourse.com.pdf 161.2 KB
10. Internal Types, DataFrames, Datasets, RDDs, and the Spark SQL API.mp4 93.0 MB
11. Hands-on Session_ Exploring Data APIs on Databricks Community Edition.mp4 39.9 MB
12. Intro to Labs.mp4 30.4 MB
13. Intro & Creating DataFrames.mp4 28.9 MB
14. Exercise_ Creating a DataFrame.mp4 9.2 MB
15. Exercise_ Creating a DataFrame - Solution.mp4 7.2 MB
16. Working with Schemas.mp4 132.0 MB
17. Exercise_ Building a Simple Schema.mp4 10.9 MB
18. Exercise_ Building a Simple Schema - Solution.mp4 22.9 MB
19. Exercise_ Building a Complex Schema.mp4 10.5 MB
20. Exercise_ Building a Complex Schema - Solution.mp4 26.3 MB
21. Type Conversion of DataFrame Columns.mp4 30.9 MB
22. Exercise_ Changing the Type of a Column.mp4 8.9 MB
23. Exercise_ Changing the Type of a Column - Solution.mp4 20.9 MB
24. Overview.mp4 57.3 MB
25. Shuffles.mp4 51.8 MB
26. Data Skew.mp4 59.5 MB
27. Spark Configurations for Partitions.mp4 18.2 MB
28. Hands-on Session_ The Power of Partitions.mp4 147.8 MB
29. Storage Layout.mp4 82.1 MB
30. Caching and Storage Levels.mp4 45.5 MB
31. Memory in Action.mp4 168.9 MB
32. Hands-on Session_ Executor Memory Management - Part 1.mp4 42.4 MB
33. Hands-on Session_ Executor Memory Management - Part 2.mp4 41.0 MB
34. Intro & How to Get Help in PySpark.mp4 10.2 MB
35. Partitioning Recap.mp4 17.9 MB
36. Exercise_ Repartitioning.mp4 3.7 MB
37. Exercise_ Repartitioning - Solution.mp4 11.0 MB
38. Caching Recap.mp4 7.6 MB
39. Exercise_ Caching.mp4 2.3 MB
40. Exercise_ Caching - Solution.mp4 6.5 MB
41. Overview.mp4 46.6 MB
42. Hands-On Session_ Actions vs. Transformations.mp4 35.9 MB
43. Intro & Reading Data.mp4 102.9 MB
44. Exercise_ Reading Parquet Files.mp4 12.4 MB
45. Exercise_ Reading Parquet Files - Solution.mp4 21.0 MB
46. Reading from CSV Files.mp4 91.5 MB
47. Exercise_ Reading CSV Files.mp4 17.0 MB
48. Exercise_ Reading CSV Files - Solution.mp4 21.2 MB
49. Reading from JSON Files.mp4 28.4 MB
50. Writing Data.mp4 51.9 MB
51. Exercise_ Writing to Parquet Files.mp4 11.7 MB
52. Exercise_ Writing to Parquet Files - Solution.mp4 23.0 MB
53. Writing to CSV Files.mp4 12.5 MB
54. Exercise_ Writing to CSV Files.mp4 11.1 MB
55. Exercise_ Writing to CSV Files - Solution.mp4 20.0 MB
56. Writing to JSON Files.mp4 8.8 MB
57. Using PySpark with SQL.mp4 24.2 MB
58. Exercise_ SQL in PySpark.mp4 4.2 MB
59. Exercise_ SQL in PySpark - Solution.mp4 9.5 MB
60. Overview.mp4 74.6 MB
61. Hands-on Session_ Discovering the Spark UI.mp4 72.6 MB
62. Intro & Removing Data.mp4 74.7 MB
63. Exercise_ Removing Data.mp4 5.6 MB
64. Exercise_ Removing Data - Solution.mp4 6.0 MB
65. Modifying Data.mp4 121.9 MB
66. Exercise_ Modifying Data.mp4 9.9 MB
67. Exercise_ Modifying Data - Solution.mp4 14.5 MB
68. Analyzing Data.mp4 78.1 MB
69. Exercise_ Analyzing Data.mp4 5.1 MB
70. Exercise_ Analyzing Data - Solution.mp4 16.6 MB
71. The Catalyst Optimizer.mp4 86.2 MB
72. Adaptive Query Execution.mp4 73.6 MB
73. Dynamic Partition Pruning.mp4 41.4 MB
74. The DAG_ Achieving Fault Tolerance.mp4 62.6 MB
75. Intro & Working With Dates and Times.mp4 164.0 MB
76. Exercise_ Working With Dates and Times.mp4 6.4 MB
77. Exercise_ Working With Dates and Times - Solution.mp4 16.4 MB
78. Working With Strings.mp4 26.5 MB
79. Exercise_ Working With Strings.mp4 13.0 MB
80. Exercise_ Working With Strings - Solution.mp4 16.3 MB
81. Working with Arrays.mp4 26.5 MB
82. Exercise_ Working With Arrays.mp4 11.4 MB
83. Exercise_ Working With Arrays - Solution.mp4 32.5 MB
84. Accumulator and Broadcast Variables.mp4 61.8 MB
85. Joins.mp4 133.4 MB
86. Hands-on Session_ Cross-Cluster Communication.mp4 182.9 MB
87. Intro & Grouping and Aggregating.mp4 92.9 MB
88. Exercise_ Grouping and Aggregating.mp4 5.8 MB
89. Exercise_ Grouping and Aggregating - Solution.mp4 18.5 MB
90. Joining.mp4 70.9 MB
91. Exercise_ Joining.mp4 8.2 MB
92. Exercise_ Joining - Solution.mp4 21.7 MB
93. User-Defined Functions (UDFs).mp4 96.0 MB
94. Exercise_ UDFs.mp4 32.8 MB
95. Exercise_ UDFs - Solution.mp4 33.7 MB
96. Signing up for the Exam.mp4 11.3 MB
97. Last Minute Preparations.mp4 9.1 MB
98. Introduction.mp4 34.8 MB
99. Congratulations!.mp4 2.9 MB
Apache Spark Certification Exam Guide - SparkCertCourse.com.pdf 551.7 KB
Bonus Resources.txt 386 bytes
Mastery Map 1 - Cluster Components - SparkCertCourse.com.pdf 50.8 KB
Mastery Map 10 - Adaptive Query Execution Strategies - SparkCertCourse.com.pdf 198.0 KB
Mastery Map 11 - Dynamic Partition Pruning - SparkCertCourse.com.pdf 66.0 KB
Mastery Map 12 - Joins - SparkCertCourse.com.pdf 380.6 KB
Mastery Map 2 - Spark Execution Modes - SparkCertCourse.com.pdf 53.8 KB
Mastery Map 3 - Spark Data APIs - SparkCertCourse.com.pdf 51.9 KB
Mastery Map 4 - Executor Memory Layout - SparkCertCourse.com.pdf 197.7 KB
Mastery Map 5 - PySpark Storage Levels - SparkCertCourse.com.pdf 72.6 KB
Mastery Map 6 - Executor Out-of-Memory Errors - SparkCertCourse.com.pdf 349.7 KB
Mastery Map 7 - Actions Vs. Transformations - SparkCertCourse.com.pdf 317.9 KB
Mastery Map 8 - Execution Hierarchy - SparkCertCourse.com.pdf 82.1 KB
Mastery Map 9 - A Query, From Plan to Execution - SparkCertCourse.com.pdf 61.2 KB

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