CCA 175 Spark and Hadoop Developer Certification Scala | B97BAF53121EAE2DA7C17D2C8303140E582E97D0

CCA 175 Spark and Hadoop Developer Certification Scala

Name	CCA 175 - Spark and Hadoop Developer Certification - Scala	DOWNLOAD Copy Link
Total Size	5.9 GB
Total Files	169
Hash	B97BAF53121EAE2DA7C17D2C8303140E582E97D0

/05. Transform, Stage and Store - Spark/
95. Solution - Develop as Scala based application.mp4	94.9 MB
59. Setup Spark on Windows.mp4	93.4 MB
93. Solution - Get Daily Revenue per Product - Sort and save to HDFS.mp4	92.9 MB
61. Initializing Spark job using spark-shell.mp4	70.9 MB
63. Previewing data from RDD.mp4	67.6 MB
77. Aggregations using aggregateByKey.mp4	63.8 MB
84. Set Operations - union, intersect, distinct as well as minus.mp4	62.2 MB
78. Sorting data using sortByKey.mp4	62.1 MB
69. Filtering the data.mp4	61.2 MB
75. Aggregations using groupByKey - least preferred API for aggregations.mp4	59.1 MB
71. Joining data sets - outer join.mp4	53.6 MB
90. Solution - Get Daily Revenue per Product - Read and join orders and order_items.mp4	50.8 MB
67. Row level transformations using map.mp4	50.1 MB
97. Solution - Ship and run it on big data cluster.mp4	49.5 MB
92. Solution - Get Daily Revenue per Product - Read products data and create RDD.mp4	46.2 MB
73. Aggregations - using actions (reduce and countByKey).mp4	46.0 MB
85. Save data in Text Input Format.mp4	45.3 MB
91. Solution - Get Daily Revenue per Product - Compute daily revenue per product id.mp4	41.3 MB
82. Get topNPricedProducts using Scala Collections API.mp4	38.8 MB
62. Create Resilient Distributed Data Sets (RDD).mp4	37.8 MB
96. Solution - Run locally using spark-submit.mp4	37.7 MB
79. Global Ranking - using sortByKey with take and takeOrdered.mp4	35.7 MB
66. Manipulating Strings as part of transformations using Scala.mp4	35.1 MB
81. Get topNPrices using Scala Collections API.mp4	33.4 MB
70. Joining data sets - inner join.mp4	31.2 MB
87. Saving data in standard file formats - Overview.mp4	30.8 MB
86. Save data in Text Input Format using Compression.mp4	30.2 MB
68. Row level transformations using flatMap.mp4	27.8 MB
64. Reading different file formats - Brief overview using JSON.mp4	27.5 MB
76. Aggregations using reduceByKey.mp4	27.0 MB
89. Solution - Get Daily Revenue per Product - Launching Spark Shell.mp4	26.4 MB
94. Solution - Add spark dependencies to sbt.mp4	21.0 MB
60. Quick overview about Spark documentation.mp4	20.6 MB
83. Get top n products by category using groupByKey, flatMap and Scala function.mp4	20.5 MB
80. By Key Ranking - Converting (K, V) pairs into (K, Iterable[V]) using groupByKey.mp4	20.5 MB
72. Aggregations - Getting Started.mp4	15.9 MB
74. Aggregations - understanding combiner.mp4	15.1 MB
65. Transformations Overview.mp4	10.9 MB
57. Introduction.mp4	9.6 MB
88. Revision of Problem Statement and Design the solution.mp4	9.2 MB
58. Introduction to Spark.mp4	4.2 MB
Resource.txt	9.0 KB
/08. Sample scenarios with solutions/
153. Getting crime count per type per month - Implementing the logic - Data Frames.mp4	85.5 MB
156. Get inactive customers - using Data Frames and SQL.mp4	78.7 MB
160. Get word count - with custom control arguments, num keys and file format.mp4	74.1 MB
152. Getting crime count per type per month - Implementing the logic - Core API.mp4	71.4 MB
157. Get top 3 crimes in RESIDENCE - using Core Spark API.mp4	67.7 MB
155. Get inactive customers - using Core Spark API (leftOuterJoin).mp4	67.4 MB
158. Get top 3 crimes in RESIDENCE - using Data Frame and SQL.mp4	65.3 MB
159. Convert NYSE data from text file format to parquet file format.mp4	58.9 MB
151. Getting crime count per type per month - Understanding Data.mp4	45.4 MB
150. Initializing the job - General Guidelines.mp4	35.9 MB
154. Getting crime count per type per month - Validating Output.mp4	18.5 MB
149. Problem Statements - General Guidelines.mp4	13.2 MB
148. Introduction to Sample Scenarios and Solutions.mp4	9.3 MB
Resource.txt	1.1 KB
/04. Data Ingestion - Apache Sqoop/
45. Sqoop Import - Delimiters and handling nulls.mp4	71.4 MB
56. Sqoop Export - Stage Tables.mp4	67.6 MB
49. Sqoop Import - Hive - Managing Hive tables.mp4	66.9 MB
39. Sqoop Import - Using split by.mp4	65.6 MB
46. Sqoop Import - Incremental Loads.mp4	63.5 MB
44. Sqoop Import - columns and query.mp4	56.4 MB
37. Sqoop Import - Execution Life Cycle.mp4	55.9 MB
55. Sqoop Export - Update and Upsert.mp4	52.2 MB
50. Sqoop Import - Import all tables.mp4	46.2 MB
34. Sqoop connect string and validating using list commands.mp4	46.0 MB
48. Sqoop Import - Hive - Simple Hive Import.mp4	45.1 MB
54. Sqoop Export - Column Mapping.mp4	44.2 MB
36. Sqoop Import - Simple Import.mp4	43.7 MB
52. Sqoop Export - Simple export with delimiters.mp4	42.2 MB
35. Run queries in MySQL using eval.mp4	39.8 MB
42. Sqoop Import - Using compression.mp4	36.5 MB
51. Role of Sqoop in typical data processing life cycle.mp4	36.1 MB
38. Sqoop Import - Managing Directories.mp4	34.4 MB
43. Sqoop Import - Using Boundary Query.mp4	33.1 MB
41. Sqoop Import - Different file formats.mp4	30.1 MB
33. Preview of MySQL on labs.mp4	23.3 MB
53. Sqoop Export - Understanding export behaviour.mp4	21.3 MB
32. Accessing Sqoop Documentation.mp4	20.6 MB
40. Sqoop Import - auto reset to one mapper.mp4	14.9 MB
47. Sqoop Import - Hive - Create Hive Database.mp4	7.2 MB
31. Introduction and Objectives.mp4	4.8 MB
Resource.txt	5.6 KB
/06. Data Analysis - Spark SQL or HiveQL/
99. Create Hive tables and load data in text file format.mp4	71.3 MB
103. Functions - Manipulating Strings.mp4	57.0 MB
108. Joins.mp4	53.7 MB
118. Data Frame Operations.mp4	47.5 MB
112. Analytics Functions - Aggregations.mp4	47.5 MB
115. Create Data Frame and Register as Temp table.mp4	46.7 MB
109. Aggregations.mp4	40.5 MB
104. Functions - Manipulating Dates.mp4	34.6 MB
106. Functions - CASE.mp4	33.6 MB
100. Create Hive tables and load data in ORC file format.mp4	32.0 MB
116. Writing Spark SQL Applications - process data.mp4	31.1 MB
114. Windowing Functions.mp4	26.8 MB
117. Writing Spark SQL Applications - Save data into Hive tables.mp4	25.6 MB
113. Analytics Functions - Ranking.mp4	25.2 MB
98. Different interfaces to run Hive queries.mp4	23.9 MB
110. Sorting.mp4	22.4 MB
107. Row level transformations.mp4	18.5 MB
105. Functions - Aggregations.mp4	15.6 MB
101. Using spark-shell to run Hive queries or commands.mp4	14.0 MB
111. Set Operations.mp4	13.8 MB
102. Functions - Getting Started.mp4	11.4 MB
Resource.txt	4.5 KB
/07. Data Ingest - real time, near real time and streaming analytics/
139. Flume and Spark Streaming - Department Wise Traffic - Setup Flume.mp4	64.6 MB
128. Kafka - Getting Started - Produce and consume messages using commands.mp4	64.1 MB
121. Flume - Web Server Logs to HDFS - Introduction.mp4	63.3 MB
120. Flume - Getting Started.mp4	56.6 MB
144. Flume and Kafka integration - Run and validate.mp4	52.7 MB
142. Flume and Spark Streaming - Department Wise Traffic - Run and Validate.mp4	51.1 MB
124. Flume - Web Server Logs to HDFS - Sink HDFS - Getting Started.mp4	46.9 MB
147. Kafka and Spark Streaming - Run and Validate.mp4	45.0 MB
143. Flume and Kafka integration - Develop configuration file.mp4	44.5 MB
125. Flume - Web Server Logs to HDFS - Sink HDFS - Customize properties.mp4	42.3 MB
138. Spark Streaming - Get department wise traffic - Run on the cluster.mp4	39.7 MB
131. Spark Streaming - Getting Started.mp4	38.2 MB
129. Kafka - Anatomy of a topic.mp4	35.1 MB
137. Spark Streaming - Get department wise traffic - Development.mp4	33.6 MB
134. Spark Streaming - Ship and run word count program on the cluster.mp4	33.4 MB
133. Spark Streaming - Develop Word Count program.mp4	32.3 MB
135. Spark Streaming - Data Structure (DStream) and APIs overview.mp4	28.7 MB
146. Kafka and Spark Streaming - Develop and build application.mp4	25.9 MB
136. Spark Streaming - Get department wise traffic - Problem Statement.mp4	24.5 MB
145. Kafka and Spark Streaming - Add dependencies.mp4	24.2 MB
140. Flume and Spark Streaming - Department Wise Traffic - Add sbt dependencies.mp4	22.2 MB
122. Flume - Web Server Logs to HDFS - Setup Data.mp4	21.3 MB
130. Flume and Kafka in Streaming analytics.mp4	20.5 MB
132. Spark Streaming - Setting up netcat.mp4	20.5 MB
123. Flume - Web Server Logs to HDFS - Source exec.mp4	20.1 MB
127. Kafka - Getting Started - High Level Architecture.mp4	18.8 MB
141. Flume and Spark Streaming - Department Wise Traffic - Develop and build.mp4	17.0 MB
126. Flume - Web Server Logs to HDFS - Deep dive to memory channel.mp4	12.3 MB
119. Introduction.mp4	9.9 MB
Resource.txt	7.5 KB
/03. Getting Started/
28. HDFS Quick Preview.mp4	63.5 MB
27. Using Windows - Cygwin.mp4	36.4 MB
25. Using itversity's big data labs.mp4	31.5 MB
26. Using Windows - Putty and WinSCP.mp4	27.9 MB
29. YARN Quick Preview.mp4	27.1 MB
24. Setup Environment - using Cloudera Quickstart VM.mp4	24.2 MB
30. Setup Data Sets.mp4	18.7 MB
21. Introduction and Curriculum.mp4	14.7 MB
23. Setup Environment - Locally.mp4	3.7 MB
22. Setup Environment - Options.mp4	3.2 MB
Resource.txt	2.2 KB
/02. Scala Fundamentals/
05. Basic Programming Constructs.mp4	44.3 MB
13. Basic I_O Operations and using Scala Collections APIs.mp4	40.3 MB
07. Object Oriented Concepts - Classes.mp4	39.8 MB
06. Functions.mp4	39.2 MB
19. Development Cycle - Setup IntelliJ with Scala.mp4	32.8 MB
11. Basic Map Reduce Operations.mp4	32.0 MB
03. Introduction and Setting up of Scala.mp4	30.9 MB
20. Development Cycle - Develop Scala application using SBT in IntelliJ.mp4	30.1 MB
09. Object Oriented Concepts - Case Classes.mp4	29.7 MB
08. Object Oriented Concepts - Objects.mp4	29.2 MB
04. Setup Scala on Windows.mp4	22.9 MB
16. Development Cycle - Compile source code to jar using SBT.mp4	22.4 MB
10. Collections - Seq, Set and Map.mp4	19.6 MB
15. Development Cycle - Developing Source code.mp4	17.2 MB
17. Development Cycle - Setup SBT on Windows.mp4	11.6 MB
18. Development Cycle - Compile changes and run jar with arguments.mp4	11.5 MB
12. Setting up Data Sets for Basic I_O Operations.mp4	11.5 MB
14. Tuples.mp4	9.5 MB
3.1 ScalaFundamentals.pptx	55.2 KB
Resource.txt	3.9 KB
/01. Introduction/
02. Using labs for preparation.mp4	21.4 MB
01. CCA 175 Spark and Hadoop Developer - Curriculum.mp4	20.3 MB
Resource.txt	0.5 KB
Total files 169