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[FreeCourseSite.com] Udemy - CCA 175 – Spark and Hadoop Developer Certification – Scala
magnet:?xt=urn:btih:08e7fa2690875396171c7cc1d1c10ad7c31bace9&dn=[FreeCourseSite.com] Udemy - CCA 175 – Spark and Hadoop Developer Certification – Scala
磁力链接详情
Hash值:
08e7fa2690875396171c7cc1d1c10ad7c31bace9
点击数:
295
文件大小:
5.46 GB
文件数量:
159
创建日期:
2018-8-26 10:40
最后访问:
2024-7-15 09:12
访问标签:
FreeCourseSite
com
Udemy
-
CCA
175
–
Spark
and
Hadoop
Developer
Certification
–
Scala
文件列表详情
01 Introduction/001 CCA 175 Spark and Hadoop Developer - Curriculum.mp4 19.32 MB
01 Introduction/002 Using labs for preparation.mp4 20.44 MB
02 Scala Fundamentals/003 Introduction and Setting up of Scala.mp4 29.47 MB
02 Scala Fundamentals/004 Setup Scala on Windows.mp4 21.86 MB
02 Scala Fundamentals/005 Basic Programming Constructs.mp4 42.23 MB
02 Scala Fundamentals/006 Functions.mp4 37.38 MB
02 Scala Fundamentals/007 Object Oriented Concepts - Classes.mp4 37.96 MB
02 Scala Fundamentals/008 Object Oriented Concepts - Objects.mp4 27.87 MB
02 Scala Fundamentals/009 Object Oriented Concepts - Case Classes.mp4 28.29 MB
02 Scala Fundamentals/010 Collections - Seq Set and Map.mp4 18.7 MB
02 Scala Fundamentals/011 Basic Map Reduce Operations.mp4 30.47 MB
02 Scala Fundamentals/012 Setting up Data Sets for Basic IO Operations.mp4 10.94 MB
02 Scala Fundamentals/013 Basic IO Operations and using Scala Collections APIs.mp4 38.45 MB
02 Scala Fundamentals/014 Tuples.mp4 9.05 MB
02 Scala Fundamentals/015 Development Cycle - Developing Source code.mp4 16.39 MB
02 Scala Fundamentals/016 Development Cycle - Compile source code to jar using SBT.mp4 21.33 MB
02 Scala Fundamentals/017 Development Cycle - Setup SBT on Windows.mp4 11.08 MB
02 Scala Fundamentals/018 Development Cycle - Compile changes and run jar with arguments.mp4 10.95 MB
02 Scala Fundamentals/019 Development Cycle - Setup IntelliJ with Scala.mp4 31.33 MB
02 Scala Fundamentals/020 Development Cycle - Develop Scala application using SBT in IntelliJ.mp4 28.72 MB
03 Getting Started/021 Introduction and Curriculum.mp4 14.03 MB
03 Getting Started/022 Setup Environment - Options.mp4 3.02 MB
03 Getting Started/023 Setup Environment - Locally.mp4 3.53 MB
03 Getting Started/024 Setup Environment - using Cloudera Quickstart VM.mp4 23.07 MB
03 Getting Started/025 Using itversitys big data labs.mp4 30.02 MB
03 Getting Started/026 Using Windows - Putty and WinSCP.mp4 26.63 MB
03 Getting Started/027 Using Windows - Cygwin.mp4 34.74 MB
03 Getting Started/028 HDFS Quick Preview.mp4 60.58 MB
03 Getting Started/029 YARN Quick Preview.mp4 25.84 MB
03 Getting Started/030 Setup Data Sets.mp4 17.82 MB
04 Data Ingestion - Apache Sqoop/031 Introduction and Objectives.mp4 4.61 MB
04 Data Ingestion - Apache Sqoop/032 Accessing Sqoop Documentation.mp4 19.63 MB
04 Data Ingestion - Apache Sqoop/033 Preview of MySQL on labs.mp4 22.25 MB
04 Data Ingestion - Apache Sqoop/034 Sqoop connect string and validating using list commands.mp4 43.87 MB
04 Data Ingestion - Apache Sqoop/035 Run queries in MySQL using eval.mp4 37.91 MB
04 Data Ingestion - Apache Sqoop/036 Sqoop Import - Simple Import.mp4 41.7 MB
04 Data Ingestion - Apache Sqoop/037 Sqoop Import - Execution Life Cycle.mp4 53.34 MB
04 Data Ingestion - Apache Sqoop/038 Sqoop Import - Managing Directories.mp4 32.81 MB
04 Data Ingestion - Apache Sqoop/039 Sqoop Import - Using split by.mp4 62.56 MB
04 Data Ingestion - Apache Sqoop/040 Sqoop Import - auto reset to one mapper.mp4 14.21 MB
04 Data Ingestion - Apache Sqoop/041 Sqoop Import - Different file formats.mp4 28.75 MB
04 Data Ingestion - Apache Sqoop/042 Sqoop Import - Using compression.mp4 34.84 MB
04 Data Ingestion - Apache Sqoop/043 Sqoop Import - Using Boundary Query.mp4 31.58 MB
04 Data Ingestion - Apache Sqoop/044 Sqoop Import - columns and query.mp4 53.76 MB
04 Data Ingestion - Apache Sqoop/045 Sqoop Import - Delimiters and handling nulls.mp4 68.09 MB
04 Data Ingestion - Apache Sqoop/046 Sqoop Import - Incremental Loads.mp4 60.59 MB
04 Data Ingestion - Apache Sqoop/047 Sqoop Import - Hive - Create Hive Database.mp4 6.87 MB
04 Data Ingestion - Apache Sqoop/048 Sqoop Import - Hive - Simple Hive Import.mp4 42.99 MB
04 Data Ingestion - Apache Sqoop/049 Sqoop Import - Hive - Managing Hive tables.mp4 63.81 MB
04 Data Ingestion - Apache Sqoop/050 Sqoop Import - Import all tables.mp4 44.07 MB
04 Data Ingestion - Apache Sqoop/051 Role of Sqoop in typical data processing life cycle.mp4 34.39 MB
04 Data Ingestion - Apache Sqoop/052 Sqoop Export - Simple export with delimiters.mp4 40.21 MB
04 Data Ingestion - Apache Sqoop/053 Sqoop Export - Understanding export behaviour.mp4 20.3 MB
04 Data Ingestion - Apache Sqoop/054 Sqoop Export - Column Mapping.mp4 42.17 MB
04 Data Ingestion - Apache Sqoop/055 Sqoop Export - Update and Upsert.mp4 49.74 MB
04 Data Ingestion - Apache Sqoop/056 Sqoop Export - Stage Tables.mp4 64.45 MB
05 Transform Stage and Store - Spark/057 Introduction.mp4 9.16 MB
05 Transform Stage and Store - Spark/058 Introduction to Spark.mp4 3.98 MB
05 Transform Stage and Store - Spark/059 Setup Spark on Windows.mp4 89.08 MB
05 Transform Stage and Store - Spark/060 Quick overview about Spark documentation.mp4 19.69 MB
05 Transform Stage and Store - Spark/061 Initializing Spark job using spark-shell.mp4 67.65 MB
05 Transform Stage and Store - Spark/062 Create Resilient Distributed Data Sets (RDD).mp4 36.08 MB
05 Transform Stage and Store - Spark/063 Previewing data from RDD.mp4 64.45 MB
05 Transform Stage and Store - Spark/064 Reading different file formats - Brief overview using JSON.mp4 26.23 MB
05 Transform Stage and Store - Spark/065 Transformations Overview.mp4 10.38 MB
05 Transform Stage and Store - Spark/066 Manipulating Strings as part of transformations using Scala.mp4 33.46 MB
05 Transform Stage and Store - Spark/067 Row level transformations using map.mp4 47.75 MB
05 Transform Stage and Store - Spark/068 Row level transformations using flatMap.mp4 26.5 MB
05 Transform Stage and Store - Spark/069 Filtering the data.mp4 58.38 MB
05 Transform Stage and Store - Spark/070 Joining data sets - inner join.mp4 29.77 MB
05 Transform Stage and Store - Spark/071 Joining data sets - outer join.mp4 51.11 MB
05 Transform Stage and Store - Spark/072 Aggregations - Getting Started.mp4 15.19 MB
05 Transform Stage and Store - Spark/073 Aggregations - using actions (reduce and countByKey).mp4 43.84 MB
05 Transform Stage and Store - Spark/074 Aggregations - understanding combiner.mp4 14.36 MB
05 Transform Stage and Store - Spark/075 Aggregations using groupByKey - least preferred API for aggregations.mp4 56.34 MB
05 Transform Stage and Store - Spark/076 Aggregations using reduceByKey.mp4 25.74 MB
05 Transform Stage and Store - Spark/077 Aggregations using aggregateByKey.mp4 60.81 MB
05 Transform Stage and Store - Spark/078 Sorting data using sortByKey.mp4 59.24 MB
05 Transform Stage and Store - Spark/079 Global Ranking - using sortByKey with take and takeOrdered.mp4 34.09 MB
05 Transform Stage and Store - Spark/080 By Key Ranking - Converting (K V) pairs into (K IterableV) using groupByKey.mp4 19.54 MB
05 Transform Stage and Store - Spark/081 Get topNPrices using Scala Collections API.mp4 31.87 MB
05 Transform Stage and Store - Spark/082 Get topNPricedProducts using Scala Collections API.mp4 37.04 MB
05 Transform Stage and Store - Spark/083 Get top n products by category using groupByKey flatMap and Scala function.mp4 19.58 MB
05 Transform Stage and Store - Spark/084 Set Operations - union intersect distinct as well as minus.mp4 59.35 MB
05 Transform Stage and Store - Spark/085 Save data in Text Input Format.mp4 43.22 MB
05 Transform Stage and Store - Spark/086 Save data in Text Input Format using Compression.mp4 28.82 MB
05 Transform Stage and Store - Spark/087 Saving data in standard file formats - Overview.mp4 29.41 MB
05 Transform Stage and Store - Spark/088 Revision of Problem Statement and Design the solution.mp4 8.75 MB
05 Transform Stage and Store - Spark/089 Solution - Get Daily Revenue per Product - Launching Spark Shell.mp4 25.22 MB
05 Transform Stage and Store - Spark/090 Solution - Get Daily Revenue per Product - Read and join orders and order_items.mp4 48.44 MB
05 Transform Stage and Store - Spark/091 Solution - Get Daily Revenue per Product - Compute daily revenue per product id.mp4 39.35 MB
05 Transform Stage and Store - Spark/092 Solution - Get Daily Revenue per Product - Read products data and create RDD.mp4 44.03 MB
05 Transform Stage and Store - Spark/093 Solution - Get Daily Revenue per Product - Sort and save to HDFS.mp4 88.61 MB
05 Transform Stage and Store - Spark/094 Solution - Add spark dependencies to sbt.mp4 19.98 MB
05 Transform Stage and Store - Spark/095 Solution - Develop as Scala based application.mp4 90.52 MB
05 Transform Stage and Store - Spark/096 Solution - Run locally using spark-submit.mp4 35.93 MB
06 Data Analysis - Spark SQL or HiveQL/098 Different interfaces to run Hive queries.mp4 22.83 MB
06 Data Analysis - Spark SQL or HiveQL/099 Create Hive tables and load data in text file format.mp4 67.97 MB
06 Data Analysis - Spark SQL or HiveQL/100 Create Hive tables and load data in ORC file format.mp4 30.55 MB
06 Data Analysis - Spark SQL or HiveQL/101 Using spark-shell to run Hive queries or commands.mp4 13.37 MB
06 Data Analysis - Spark SQL or HiveQL/102 Functions - Getting Started.mp4 10.85 MB
06 Data Analysis - Spark SQL or HiveQL/103 Functions - Manipulating Strings.mp4 54.33 MB
06 Data Analysis - Spark SQL or HiveQL/104 Functions - Manipulating Dates.mp4 33 MB
06 Data Analysis - Spark SQL or HiveQL/105 Functions - Aggregations.mp4 14.9 MB
06 Data Analysis - Spark SQL or HiveQL/106 Functions - CASE.mp4 32.08 MB
06 Data Analysis - Spark SQL or HiveQL/107 Row level transformations.mp4 17.67 MB
06 Data Analysis - Spark SQL or HiveQL/108 Joins.mp4 51.25 MB
06 Data Analysis - Spark SQL or HiveQL/109 Aggregations.mp4 38.65 MB
06 Data Analysis - Spark SQL or HiveQL/110 Sorting.mp4 21.37 MB
06 Data Analysis - Spark SQL or HiveQL/111 Set Operations.mp4 13.2 MB
06 Data Analysis - Spark SQL or HiveQL/112 Analytics Functions - Aggregations.mp4 45.26 MB
06 Data Analysis - Spark SQL or HiveQL/113 Analytics Functions - Ranking.mp4 24.06 MB
06 Data Analysis - Spark SQL or HiveQL/114 Windowing Functions.mp4 25.55 MB
06 Data Analysis - Spark SQL or HiveQL/115 Create Data Frame and Register as Temp table.mp4 44.57 MB
06 Data Analysis - Spark SQL or HiveQL/116 Writing Spark SQL Applications - process data.mp4 29.69 MB
06 Data Analysis - Spark SQL or HiveQL/117 Writing Spark SQL Applications - Save data into Hive tables.mp4 24.37 MB
06 Data Analysis - Spark SQL or HiveQL/118 Data Frame Operations.mp4 45.35 MB
07 Data Ingest - real time near real time and streaming analytics/119 Introduction.mp4 9.46 MB
07 Data Ingest - real time near real time and streaming analytics/120 Flume - Getting Started.mp4 53.97 MB
07 Data Ingest - real time near real time and streaming analytics/121 Flume - Web Server Logs to HDFS - Introduction.mp4 60.36 MB
07 Data Ingest - real time near real time and streaming analytics/122 Flume - Web Server Logs to HDFS - Setup Data.mp4 20.28 MB
07 Data Ingest - real time near real time and streaming analytics/123 Flume - Web Server Logs to HDFS - Source exec.mp4 19.17 MB
07 Data Ingest - real time near real time and streaming analytics/124 Flume - Web Server Logs to HDFS - Sink HDFS - Getting Started.mp4 44.77 MB
07 Data Ingest - real time near real time and streaming analytics/125 Flume - Web Server Logs to HDFS - Sink HDFS - Customize properties.mp4 40.35 MB
07 Data Ingest - real time near real time and streaming analytics/126 Flume - Web Server Logs to HDFS - Deep dive to memory channel.mp4 11.77 MB
07 Data Ingest - real time near real time and streaming analytics/127 Kafka - Getting Started - High Level Architecture.mp4 17.97 MB
07 Data Ingest - real time near real time and streaming analytics/128 Kafka - Getting Started - Produce and consume messages using commands.mp4 61.15 MB
07 Data Ingest - real time near real time and streaming analytics/129 Kafka - Anatomy of a topic.mp4 33.46 MB
07 Data Ingest - real time near real time and streaming analytics/130 Flume and Kafka in Streaming analytics.mp4 19.6 MB
07 Data Ingest - real time near real time and streaming analytics/131 Spark Streaming - Getting Started.mp4 36.44 MB
07 Data Ingest - real time near real time and streaming analytics/132 Spark Streaming - Setting up netcat.mp4 19.57 MB
07 Data Ingest - real time near real time and streaming analytics/133 Spark Streaming - Develop Word Count program.mp4 30.77 MB
07 Data Ingest - real time near real time and streaming analytics/134 Spark Streaming - Ship and run word count program on the cluster.mp4 31.9 MB
07 Data Ingest - real time near real time and streaming analytics/135 Spark Streaming - Data Structure (DStream) and APIs overview.mp4 27.4 MB
07 Data Ingest - real time near real time and streaming analytics/136 Spark Streaming - Get department wise traffic - Problem Statement.mp4 23.35 MB
07 Data Ingest - real time near real time and streaming analytics/137 Spark Streaming - Get department wise traffic - Development.mp4 32.02 MB
07 Data Ingest - real time near real time and streaming analytics/138 Spark Streaming - Get department wise traffic - Run on the cluster.mp4 37.83 MB
07 Data Ingest - real time near real time and streaming analytics/139 Flume and Spark Streaming - Department Wise Traffic - Setup Flume.mp4 61.65 MB
07 Data Ingest - real time near real time and streaming analytics/140 Flume and Spark Streaming - Department Wise Traffic - Add sbt dependencies.mp4 21.15 MB
07 Data Ingest - real time near real time and streaming analytics/141 Flume and Spark Streaming - Department Wise Traffic - Develop and build.mp4 16.2 MB
07 Data Ingest - real time near real time and streaming analytics/142 Flume and Spark Streaming - Department Wise Traffic - Run and Validate.mp4 48.74 MB
07 Data Ingest - real time near real time and streaming analytics/143 Flume and Kafka integration - Develop configuration file.mp4 42.48 MB
07 Data Ingest - real time near real time and streaming analytics/144 Flume and Kafka integration - Run and validate.mp4 50.27 MB
07 Data Ingest - real time near real time and streaming analytics/145 Kafka and Spark Streaming - Add dependencies.mp4 23.09 MB
07 Data Ingest - real time near real time and streaming analytics/146 Kafka and Spark Streaming - Develop and build application.mp4 24.65 MB
07 Data Ingest - real time near real time and streaming analytics/147 Kafka and Spark Streaming - Run and Validate.mp4 42.95 MB
08 Sample scenarios with solutions/148 Introduction to Sample Scenarios and Solutions.mp4 8.85 MB
08 Sample scenarios with solutions/149 Problem Statements - General Guidelines.mp4 12.63 MB
08 Sample scenarios with solutions/150 Initializing the job - General Guidelines.mp4 34.19 MB
08 Sample scenarios with solutions/151 Getting crime count per type per month - Understanding Data.mp4 43.29 MB
08 Sample scenarios with solutions/152 Getting crime count per type per month - Implementing the logic - Core API.mp4 68.07 MB
08 Sample scenarios with solutions/153 Getting crime count per type per month - Implementing the logic - Data Frames.mp4 81.55 MB
08 Sample scenarios with solutions/154 Getting crime count per type per month - Validating Output.mp4 17.64 MB
08 Sample scenarios with solutions/155 Get inactive customers - using Core Spark API (leftOuterJoin).mp4 64.28 MB
08 Sample scenarios with solutions/156 Get inactive customers - using Data Frames and SQL.mp4 75.04 MB
08 Sample scenarios with solutions/157 Get top 3 crimes in RESIDENCE - using Core Spark API.mp4 64.53 MB
08 Sample scenarios with solutions/158 Get top 3 crimes in RESIDENCE - using Data Frame and SQL.mp4 62.3 MB
08 Sample scenarios with solutions/159 Convert NYSE data from text file format to parquet file format.mp4 56.19 MB
08 Sample scenarios with solutions/160 Get word count - with custom control arguments num keys and file format.mp4 70.63 MB
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