Elasticsearch Illuminated: A Practical Guide

Focused View

Faizan Tayyab

5:48:01

121 View

1 - Introduction

1 - Introduction.mp4

01:34

2 - Scope.html

3 - ELK Architecture.mp4

01:21

4 - Elasticsearch.mp4

00:50

5 - Why Elasticsearch.mp4

01:19

6 - Elasticsearch common use cases.mp4

01:34

7 - Configuration over code.mp4

02:38

8 - System Requirements.html

2 - Installations

9 - Download & Install Elasticsearch I.mp4

01:23

9 - httpswwwelasticcodownloads.zip

10 - Download & Install Elasticsearch II.mp4

01:08

11 - Important Choosing short paths Windows.mp4

00:23

12 - Important Firewalls and security settings Windows.html

13 - Running Elasticsearch Local.mp4

02:59

14 - Running Elasticsearch nonWindows.html

15 - Optional Running Elasticsearch Docker.mp4

01:43

16 - Important Certificate Warning Docker version.mp4

00:36

17 - Optional Verify Elasticsearch is up Docker.mp4

02:40

18 - Elasticsearch Default Configuration Local Machine.mp4

04:02

19 - Important commands.html

20 - Verify Elasticsearch is up and running Local.mp4

01:24

21 - Important Information about the Certificate Warning.html

22 - Optional Sorting the Certificate Warning.mp4

01:19

23 - Elasticsearch Installation Review.mp4

00:57

24 - Download & Install Kibana I.mp4

00:36

25 - Download & Install Kinbana II Enrollment.mp4

03:38

26 - Optional Containerized Kibana.html

27 - Downloading Logstash.mp4

00:54

28 - Examining Logstash Installation.mp4

02:13

29 - Important About next lesson.html

30 - Verify Logstash Simple Pipeline.mp4

01:46

31 - Downloading FileBeats Beat.mp4

00:35

31 - httpswwwelasticcodownloadsbeatsfilebeat.zip

32 - FileBeats Installation.mp4

00:48

33 - Important about next lesson Data Shippers.html

34 - Verify FileBeat installation Shipping Data via FileBeat.mp4

05:38

34 - logger.zip

35 - Section Review.mp4

01:09

36 - Troubleshooting Kibana Elasticsearch connection Issue.mp4

01:55

37 - Troubleshooting Problem Starting Zookeeper.html

3 - Elasticsearch Architecture

38 - Elasticsearch Modes Single vs Cluster vs SAAS.mp4

03:11

39 - Elasticsearch Rest APIs.mp4

00:48

40 - Restful API.mp4

01:37

41 - Understanding JSON I.mp4

02:29

42 - Understanding JSON II.mp4

03:55

43 - Optional Starting Elasticsearch & Kibana.mp4

00:56

44 - Client for Rest API Kibana Dev Console.mp4

01:17

45 - Inside Elasticsearch Cluster I.mp4

06:22

46 - Inside Elasticsearch Cluster II.mp4

04:26

47 - Inverted Index.mp4

01:41

48 - Review Partitioning Shards and Index.mp4

06:50

49 - Cluster API.mp4

03:58

49 - httpswwwelasticcoguideenelasticsearchreferencecurrentrestapishtml.zip

50 - Segments.mp4

01:29

51 - Analyzers.mp4

03:31

51 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysisanalyzershtml.zip

52 - Mappings.mp4

01:54

53 - Relevance.mp4

04:09

4 - Elasticsearch CRUD Operations

54 - Data for this and next section Important.html

55 - Creating a document I.mp4

02:34

56 - Creating a document II Avoid Duplicates.mp4

01:41

57 - Creating documents III PUT.mp4

00:44

58 - Geting a document.mp4

01:22

59 - Bulk Create.mp4

01:11

60 - Search Query I.mp4

04:48

61 - Documents Relevance Similarity.mp4

05:07

62 - Controlling Relevancy Boosting Parameter.mp4

01:25

63 - Controlling Relevancy Boosting Query.mp4

02:00

64 - Term Query Recap.mp4

01:27

65 - Search Query II Bool Query.mp4

03:11

65 - httpswwwgetargoniodocsarticleselasticsearchdatehandlinghtmldateformatdirectives.zip

66 - Search Query III Filters.mp4

01:39

67 - Fuzzy Query.mp4

02:04

67 - httpswwwelasticcoguideenelasticsearchreferencecurrentquerydslfuzzyqueryhtml.zip

68 - Keyword vs Text.mp4

06:07

69 - Updating a document I.mp4

01:14

70 - Updating a document II.mp4

03:16

71 - Deleting a Document.mp4

01:04

72 - Creating an Index.mp4

03:11

73 - Reindexing Documents.mp4

00:48

73 - httpswwwelasticcoguideenelasticsearchreferencecurrentdocsreindexhtml.zip

74 - Node & NPM Important.html

75 - Using ElasticDump Import to ES.mp4

01:36

75 - dealer.csv

76 - Using ElasticDump Export from ES.mp4

01:19

76 - httpsgithubcomelasticsearchdumpelasticsearchdump.zip

77 - Loading CSV data into Elasticsearch via Kibana.html

78 - JSON & NDJSON.mp4

01:29

79 - Loading JSON data into Elasticsearch via Kibana Upload.mp4

03:37

79 - online-customers.zip

79 - online-customers-nd.zip

80 - Kibana Data View customers index.mp4

01:23

81 - Loading Apache Log Data GROK.mp4

03:20

81 - apache-small.zip

82 - Understanding GROK with example.mp4

04:42

82 - grok-patterns.zip

82 - httpsgithubcomhpcugentlogstashpatternsblobmasterfilesgrokpatterns.zip

83 - Data Ingestion Architecture.mp4

02:05

84 - Data Ingestion Bulk insert Demo Python.mp4

05:50

84 - data.zip

85 - Using SQL with Elasticsearch.mp4

01:11

85 - httpswwwelasticcoguideenelasticsearchreferencecurrentsqlgettingstartedhtml.zip

5 - Advanced Elasticsearch

86 - Analyzers I Builtin Analyzers.mp4

02:45

86 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysisanalyzershtml.zip

87 - Analyzers II Custom Analyzer.mp4

02:13

87 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysisanalyzershtml.zip

87 - httpswwwelasticcoguideenelasticsearchreferencecurrentanalysiscustomanalyzerhtml.zip

88 - Ngram Tokenizer.mp4

01:55

89 - Edge Ngrams.mp4

01:20

90 - Runtime Fields.mp4

01:26

90 - httpswwwelasticcoguideenelasticsearchreferencecurrentruntimehtml.zip

91 - Creating a policy ILM.mp4

04:02

92 - Apply a policy ILM.mp4

02:01

93 - Aggregations.mp4

04:52

93 - httpswwwelasticcoguideenelasticsearchreferencecurrentsearchaggregationshtml.zip

6 - Kibana Visualization and Analytics

94 - What is Kibana.mp4

00:56

95 - Working with Data Views.mp4

02:26

95 - httpswwwelasticcoblogusingpainlesskibanascriptedfields.zip

95 - httpswwwelasticcoguideenkibanacurrentmanagingdataviewshtml.zip

95 - httpswwwelasticcoguideenkibanamasterdataviewshtml.zip

96 - Visualizations & Dashboards.mp4

02:43

96 - httpswwwelasticcoblogintroductiontocustommachinelearningmodelsandmaps.zip

97 - Management.mp4

01:24

97 - httpswwwelasticcoguideenelasticsearchreferencecurrentindexlifecyclemanagementhtml.zip

97 - httpswwwelasticcoguideenelasticsearchreferencecurrentsetuplifecyclepolicyhtmltextto20create20a20lifecycle20policypolicy20to20the20elasticsearch20cluster.zip

7 - Data Shippers

98 - Data Shippers.mp4

00:44

99 - Beats and Logstash.mp4

01:21

100 - Beats Configuration.mp4

00:38

101 - Uptime Monitoring using Heartbeat.mp4

00:27

102 - Download & Installation.mp4

00:22

102 - httpswwwelasticcodownloadspastreleasesheartbeat822.zip

103 - Configuration.mp4

01:13

104 - Testing Configuration.mp4

00:48

105 - Enabling Heartbeat Dashboards.mp4

01:38

106 - Running Heatbeat.mp4

01:51

107 - Elasticsearch and Kibana Status.html

108 - Running File Beat Review.mp4

05:46

109 - Data Streams.mp4

01:06

8 - Logstash

110 - What is Logstash.mp4

02:02

111 - Configuration.mp4

00:36

112 - Important for next lesson.html

113 - Logstash Example.mp4

02:03

113 - apache.zip

113 - apache-small.zip

113 - pipelines.zip

114 - Pros & Cons.mp4

01:02

9 - NoSQL Data Modelling

115 - Why Data Modelling.mp4

01:46

116 - Data Modelling.mp4

02:48

117 - Data Modelling SQL vs NoSQL.mp4

01:58

118 - Elasticsearch Data Modelling Patterns.mp4

01:30

119 - Importing Data for this section.html

119 - dept-data-v2.zip

119 - emp-data-v2.zip

120 - Case Study.mp4

02:53

121 - Relationship Patterns Application Joins.mp4

01:24

122 - Relationship Patterns Application Joins Demo.mp4

06:37

122 - emp-data-v2-with-dept.zip

123 - Loading Data for Inner Objects.html

123 - dept-data-v3.zip

123 - dept-data-v4.zip

124 - Inner Objects.mp4

01:19

125 - Problems of Inner Objects Demo.mp4

04:40

126 - Inner Objects Flattening.html

127 - Loading Data for Nested Objects.html

127 - dept-data-v5.zip

128 - Relationship Patterns Nested Objects.mp4

01:11

129 - Relationship Patterns Nested Objects Demo.mp4

01:43

130 - Relationship Patterns Parent Child relationships Introduction.html

131 - Relationship Patterns Parent Child relationship Intro.mp4

02:02

132 - Relationship Patterns Parent Child relationship Demo.mp4

06:09

133 - Relationship Patterns Denormalisation.mp4

01:11

134 - Relationship Patterns Denormalisation Code.html

135 - Relationship Patterns Denormalisation Demo.mp4

02:21

136 - Relationship Patterns Inversion Pattern.mp4

01:44

137 - Factors to consider Embedding vs Reference.mp4

01:02

10 - Elasticsearch As Data Store App Development

138 - About this section.html

139 - Elasticsearch as Database.mp4

02:58

140 - Example architecture Elasticsearch as a DataStore.mp4

02:09

141 - Load plant Data CSV.mp4

02:37

141 - plant-data.csv

142 - Checking Plant Index mappings.mp4

01:07

143 - Code Editors.html

144 - Setting up and Running the Project.html

144 - app.zip

144 - httpsnodejsorgen.zip

144 - httpswwww3schoolscomhtmlhtmlformsasp.zip

144 - httpswwww3schoolscomjsrefeventonsubmitasp.zip

145 - Application Demo.mp4

02:05

146 - Dependencies packages.mp4

00:27

147 - Making a connection.mp4

00:52

147 - httpswwwelasticcoguideenelasticsearchclientjavascriptapicurrentclientconnectinghtml.zip

148 - Server side code NodeJSES integration.mp4

01:35

149 - Front end Pure Javascript Application.mp4

01:11

150 - Application Review.mp4

00:36

151 - Binary Data.mp4

00:48

152 - What we will build.mp4

02:34

152 - tiles-app.zip

153 - Transforming raw data.html

153 - footpaths.zip

154 - Creating Index and specifying custom mappings.mp4

01:03

155 - Important installing all the required packages.html

156 - Loading data via custom application Node JS.mp4

02:16

157 - Verifying Stored data.mp4

00:46

158 - Server side processing.mp4

01:31

159 - Client side Application.mp4

01:04

159 - httpsdocsmapboxcomdatatilesetsguidesvectortilesintroduction.zip

159 - httpsmaplibreorgprojectsmaplibregljs.zip

159 - httpswwww3schoolscomjs.zip

160 - Application Demo.mp4

00:43

11 - ELK as part of Complex Architecture

161 - Section Introduction.mp4

01:02

162 - Change data capture.mp4

02:15

163 - Data Pipelines.mp4

01:50

164 - Determine System OS.mp4

00:22

165 - Apache Kafka on Windows Requirements.html

166 - Download and Install JDK I.mp4

01:03

166 - httpswwworaclecomjavatechnologiesdownloadsjava8.zip

167 - Download and Install JDK II.mp4

01:26

168 - Setting Paths JavaJDK.html

169 - Phase I Postgres to Kafka Integration.mp4

02:21

170 - Downloading & Installing Apache Kafka Windows.mp4

01:10

171 - Exploring Apache Kafka Installation Directory Windows.mp4

01:40

172 - Starting Zookeeper.mp4

01:22

173 - Troubleshooting Zookeeper Warning.html

174 - Configuring & Starting Apache Kafka.mp4

02:18

175 - Setting up Postgres on Windows Docker.mp4

01:34

176 - Setting up Postgres Locally.html

177 - Running Postgres on Docker.mp4

04:01

177 - products.zip

178 - Important Pgadmin new connection.mp4

01:00

179 - Review What have we got.mp4

00:56

180 - Important for next lesson.html

181 - Download and copy Debezium Connector.mp4

01:08

182 - Kafka Connect.mp4

02:22

183 - Configuring Connector.mp4

02:39

183 - connect-jdbc-source.zip

184 - Putting it all together.mp4

03:27

184 - httpsdebeziumiodocumentationreferencestableconnectorspostgresqlhtml.zip

185 - Commands used.html

186 - Phase II Kafka to Elasticsearch.mp4

01:05

187 - Ports in use.html

188 - Limitation of Confluent Kafka Sink Connector.mp4

01:44

189 - Options.mp4

01:04

190 - Important for next 2 lessons Must read.html

191 - Creating Logstash Pipeline Configuration.mp4

02:44

191 - kafka-es.zip

192 - Configuring Security for Logstash ES Integration.mp4

08:14

192 - httpswwwelasticcoguideenlogstashcurrentlssecurityhtml.zip

193 - Running Logstash and verifying results.mp4

01:55

194 - Testing the complete pipeline real time.mp4

03:09

195 - Final Review What we have achieved.mp4

01:31

196 - Troubleshooting FAQ.html

12 - ELK in Cloud

197 - Cloud SAAS Offerings.mp4

01:16

197 - httpsawsamazoncomopensearchservice.zip

197 - httpswwwelasticco.zip

13 - Elasticsearch Optimization & Considerations

198 - Checking Elasticsearch installation using Opster.html

199 - Data Modelling.mp4

01:17

200 - Segments Optimization.mp4

02:15

201 - Sharding Strategy.mp4

01:26

201 - httpswwwelasticcoelasticonconf2016sfquantitativeclustersizing.zip

201 - httpswwwelasticcoguideenelasticsearchreferencecurrentsizeyourshardshtml.zip

202 - Elasticsearch Performance Optimizations.mp4

01:05

202 - httpswwwelasticcoguideenelasticsearchreferencecurrenttunefordiskusagehtml.zip

202 - httpswwwelasticcoguideenelasticsearchreferencecurrenttuneforindexingspeedhtml.zip

202 - httpswwwelasticcoguideenelasticsearchreferencecurrenttuneforsearchspeedhtml.zip

14 - Wrap Up

203 - Course Review.html

Description

Utilizing ELK Stack in Building Complex Architectures

What You'll Learn?

Understand the basics of Elasticsearch
Understand the ELK stack (Open Source)
Build Applications utilizing Elasticsearch
Elasticsearch as part of complex archietectures

Who is this for?

Software developers

Software Engineers

Programmers

Architects

What You Need to Know?

Programming experience in an object oriented Language

Ability to use command Line

Windows OS

More details

Description
This course has a broader scope and covers not just the ELK stack but also integration of ElasticsearchÂ with other technologies that are commonly used in the industry to build efficient, scalable and powerful architectures. The course starts with the basics and guides the student on the ELK stack, provides useful information on how to install various components of the ELK stack. Certain parts of the lessons are intentially repeated to reinforce the ideas and help with improved learning. This course can be taken by both beginners and experienced Professionals to learn the technology or refresh previous knowledge. The course covers the latest version 8 of the ELK stack however do note the minor versions are being released almost every 2 months therefore, the version on the course may be slightly behind but all that is discussed in the course should work with the latest minor version of ELK stack.
It is highly recommended that student has background in software development or possesses programming skills. For those who do not, they can follow along or just watch the lessons. The course has been desgined to enable student to learn the exciting stack and help them understand how they can adopt ELK stack in their current & future projects.
Who this course is for:
Software developers
Software Engineers
Programmers
Architects

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Elasticsearch

Faizan Tayyab

Instructor's Courses

My name is Faizan Tayyab and I am your instructor. A little about myself: I have been in the geospatial industry for the last 16 years, working in numerous domains and applying geospatial knowledge to solve interesting problems. During my career across various industries, I have worked with both commercial and open source geospatial technologies. I have been responsible for building complete enterprise geospatial systems and strategies within commercial settings.

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