ElasticSearch as you have never known it before
ElasticSearch: from basics to advanced search system, recommendation module, php/python/java integration at real example
Web Development,Development,Elastic search
Lectures -58
Resources -59
Duration -5.5 hours
30-days Money-Back Guarantee
Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.
Course Description
Everybody knows ElasticSearch as a popular full-text search engine or as part of ELK but I am going to show you ElasticSearch from the side you have never known before. I want to show you that with ElasticSearch you can build very advanced search engines or even recommendation modules that can be much more effective and together with that, much more simpler than similar systems built on top of machine learning technologies. I want to show the real geo power of ElasticSearch for building advanced search filters and aggregations.
This course is built in such a way it would be useful both: for complete beginners and for people who are working with ElasticSearch but would like to extend their practice knowledge. It would be especially useful for those who are going to build some recommendation systems or advanced search mechanisms in the near future.
The course consists of 5 modules. First module is aimed for beginners and can be skipped by people who are already working with ElasticSearch. Here I will tell you about basics: how to install and configure the environment using Docker, how data at ElasticSearch are organized, why mapping is so important and what all that mess around tokenizers and analyzers means.
In the second section I will show how to build an advanced search system step by step on a real example of a simplified booking com version. We will touch the topics about ES geopower here.
Next course section is devoted to the recommendation module. Here we will speak about recommendation systems in general - about pros and cons of today's methods. And again together we will build a real system using ElasticSearch. We will create a recommendation mechanism for virtual example of cleaning houses' marketplace.
In the fourth section I will show real examples using php, python and Java libraries for integration with ElasticSearch. And again we will create real microservice applying best programming practices and interesting design patterns like builder pattern or filter pattern. I will touch here also the question of debugging the possible problems.
The fifth and the last part is about using ElasticSearch for production. Here I will share with you my knowledge on how to set up a highly available cluster, how to calculate shard size and storage requirements, how to index millions of documents in the most efficient way and even how to preserve zero downtime at reindexing
Goals
What will you learn in this course:
- ElasticSearch basic conceptions
- Build advanced search systems using ElasticSearch
- Create recommendation systems using ElasticSearch
- Using php, python and Java libraries for integration with ElasticSearch
- ElasticSearch at production: how to set up a HA cluster
- ElasticSearch at production: how to index millions of documents in the most efficient way and zero downtime
- Building Microservices
- Programming Design patterns: builder pattern, filter pattern
- REST API at practice
- Docker basics
Prerequisites
What are the prerequisites for this course?
- Some basic knowledge of programming for the 4th section
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
3 Lectures
- Introduction 03:16 03:16
- ESSENTIAL NOTICE: how to work with Postman
- !!! ELASTICSEARCH AND FRAMEWORK UPGRADES - HOW TO USE IT PROPERLY 05:29 05:29
ElasticSearch Basics
14 Lectures
Advanced search system
6 Lectures
Recommendation system
4 Lectures
ElasticSearch and programming languages
1 Lectures
PHP + Symfony + ElasticSearch
9 Lectures
Python + Flask + ElasticSearch
9 Lectures
Java + Spring Boot + ElasticSearch
8 Lectures
ElasticSearch at production
4 Lectures
Instructor Details
Sergii Demianchuk
eCourse Certificate
Use your certificate to make a career change or to advance in your current career.
Our students work
with the Best
Related Video Courses
View MoreAnnual Membership
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses
Subscribe nowOnline Certifications
Master prominent technologies at full length and become a valued certified professional.
Explore Now