Elasticsearch 7 and the Elastic Stack: Hands On

Frank Kane, Founder of Sundog Education, ex-Amazon

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98 Lessons (8h 33m)
    • 1. Intro: Installing and Understanding Elasticsearch

      0:44
    • 2. Installing Elasticsearch [Step by Step]

      17:35
    • 3. Please follow me on Skillshare!

      0:16
    • 4. Intro to HTTP and RESTful API's

      11:48
    • 5. Elasticsearch Basics: Logical Concepts

      1:58
    • 6. Elasticsearch Overview

      5:44
    • 7. Term Frequency / Inverse Document Frequency (TF/IDF)

      3:48
    • 8. Using Elasticsearch

      3:59
    • 9. What's New in Elasticsearch 7

      3:41
    • 10. How Elasticsearch Scales

      7:27
    • 11. Quiz: Elasticsearch Concepts and Architecture

      4:08
    • 12. Section 1 Wrapup

      0:30
    • 13. Intro: Mapping and Indexing Data

      0:36
    • 14. Connecting to your Cluster

      7:03
    • 15. Introducing the MovieLens Data Set

      3:53
    • 16. Analyzers

      8:27
    • 17. Import a Single Movie via JSON / REST

      10:25
    • 18. Insert Many Movies at Once with the Bulk API

      5:29
    • 19. Updating Data in Elasticsearch

      6:28
    • 20. Deleting Data in Elasticsearch

      2:15
    • 21. [Exercise] Insert, Update and Delete a Movie

      4:14
    • 22. Dealing with Concurrency

      10:20
    • 23. Using Analyzers and Tokenizers

      10:47
    • 24. Data Modeling and Parent/Child Relationships, Part 1

      5:24
    • 25. Data Modeling and Parent/Child Relationships, Part 2

      7:00
    • 26. Section 2 Wrapup

      0:23
    • 27. Intro: Searching with Elasticsearch

      0:29
    • 28. "Query Lite" interface

      8:05
    • 29. JSON Search In-Depth

      10:13
    • 30. Phrase Matching

      6:21
    • 31. [Exercise] Querying in Different Ways

      4:25
    • 32. Pagination

      6:18
    • 33. Sorting

      7:54
    • 34. More with Filters

      3:34
    • 35. [Exercise] Using Filters

      2:39
    • 36. Fuzzy Queries

      6:05
    • 37. Partial Matching

      5:30
    • 38. Query-time Search As You Type

      4:00
    • 39. N-Grams, Part 1

      5:16
    • 40. N-Grams, Part 2

      8:11
    • 41. Section 3 Wrapup

      0:20
    • 42. Intro: Importing Data

      0:50
    • 43. Importing Data with a Script

      8:16
    • 44. Importing with Client Libraries

      6:35
    • 45. [Exercise] Importing with a Script

      3:55
    • 46. Introducing Logstash

      4:50
    • 47. Installing Logstash

      8:57
    • 48. Running Logstash

      5:11
    • 49. Logstash and MySQL, Part 1

      7:55
    • 50. Logstash and MySQL, Part 2

      7:47
    • 51. Logstash and S3

      7:55
    • 52. Elasticsearch and Kafka, Part 1

      5:58
    • 53. Elasticsearch and Kafka, Part 2

      6:45
    • 54. Elasticsearch and Apache Spark, Part 2

      8:20
    • 55. Elasticsearch and Apache Spark, Part 2

      5:58
    • 56. [Exercise] Importing Data with Spark

      8:48
    • 57. Section 4 Wrapup

      0:36
    • 58. Intro: Aggregation

      0:59
    • 59. Aggregations, Buckets, and Metrics

      10:13
    • 60. Histograms

      7:39
    • 61. Time Series

      6:03
    • 62. [Exercise] Generating Histogram Data

      4:21
    • 63. Nested Aggregations, Part 1

      6:03
    • 64. Nested Aggregations, Part 2

      8:45
    • 65. Section 5 Wrapup

      0:23
    • 66. Intro: Using Kibana

      0:20
    • 67. Installing Kibana

      4:37
    • 68. Playing with Kibana

      10:06
    • 69. [Exercise] Log analysis with Kibana

      3:19
    • 70. Section 6 Wrapup

      0:21
    • 71. Intro: Analyzing Log Data with the Elastic Stack

      0:31
    • 72. FileBeat and the Elastic Stack Architecture

      7:33
    • 73. X-Pack Security

      3:10
    • 74. Installing FileBeat

      5:58
    • 75. Analyzing Logs with Kibana Dashboards

      9:52
    • 76. [Exercise] Log analysis with Kibana

      5:25
    • 77. Section 7 Wrapup

      0:31
    • 78. Intro: Elasticsearch Operations and SQL Support

      0:39
    • 79. Choosing the Right Number of Shards

      5:09
    • 80. Adding Indices as a Scaling Strategy

      4:02
    • 81. Index Alias Rotation

      3:52
    • 82. Index Lifecycle Management

      2:09
    • 83. Choosing your Cluster's Hardware

      3:17
    • 84. Heap Sizing

      3:14
    • 85. Monitoring

      6:25
    • 86. Elasticsearch SQL

      5:30
    • 87. Failover in Action, Part 1

      7:12
    • 88. Failover in Action, Part 2

      8:46
    • 89. Snapshots

      9:51
    • 90. Rolling Restarts

      6:39
    • 91. Section 8 Wrapup

      0:29
    • 92. Intro: Elasticsearch in the Cloud

      0:58
    • 93. Amazon Elasticsearch Service, Part 1

      7:20
    • 94. Amazon Elasticsearch Service, Part 2

      5:32
    • 95. The Elastic Cloud

      9:48
    • 96. Section 9 Wrapup

      0:11
    • 97. Wrapping Up

      3:54
    • 98. Let's Stay in Touch

      0:46
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