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Elasticsearch

Master Search and Analytics at Scale – Learn Elasticsearch for Full-Text Search, Logging, and Real-Time Insights
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Course Duration: 10 Hours
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Elasticsearch is a powerful, distributed search and analytics engine designed to store, search, and analyze massive volumes of data in real-time. This hands-on course is tailored to developers, DevOps engineers, data analysts, and anyone looking to leverage Elasticsearch for building intelligent search features, real-time dashboards, and log analysis systems.
 
Built on top of Apache Lucene, Elasticsearch powers popular platforms like Wikipedia, Uber, and Stack Overflow. In this course, you'll start with the fundamentals of indexing and searching documents, then explore advanced features like filtering, aggregations, mappings, analyzers, and Elasticsearch Query DSL.
 
Whether you're building a search engine for an application, creating centralized log analytics, or exploring data in real-time, this course provides the practical skills and projects you need to master Elasticsearch.

What You Will Gain
 
By the end of this course, you will have built powerful real-world applications such as:
  • A product search engine with filters, full-text matching, and relevance scoring

  • A real-time log analytics pipeline with Kibana dashboards

  • A geo-search service to track and query location-based data

You’ll also learn to:
  • Set up Elasticsearch clusters locally and in the cloud

  • Index, update, and delete documents using RESTful APIs

  • Use powerful search queries, filters, and relevance tuning

  • Perform aggregations for real-time analytics

  • Visualize data with Kibana and create custom dashboards

  • Secure and monitor Elasticsearch in production environments


Who This Course Is For
 
This course is perfect for:
  • Backend developers building search features or REST APIs

  • DevOps engineers setting up centralized logging with the ELK Stack

  • Data analysts exploring real-time metrics

  • Full-stack engineers integrating Elasticsearch with React, Node.js, or Python

  • Anyone working on search, recommendation, or log intelligence systems


How to Use This Course Effectively
  1. Learn the Core First – Understand indexing, queries, and mappings

  2. Use Dev Tools in Kibana – Practice using Elasticsearch’s REST API

  3. Create Real Projects – Build use cases like search, filtering, and dashboards

  4. Experiment with Data Types – Work with text, numbers, dates, geo, and nested objects

  5. Apply Aggregations – Gain insight through metrics and buckets

  6. Secure Access – Practice authentication, roles, and TLS

  7. Monitor Performance – Use built-in tools and APIs for cluster health


Why Learn Elasticsearch?
 
Elasticsearch is the engine behind many of today’s intelligent systems—offering blazing-fast search and scalable analytics. It is a key component in log pipelines, e-commerce, knowledge bases, recommendation engines, and security monitoring tools. With companies increasingly adopting the ELK/Elastic Stack, Elasticsearch has become an essential skill in modern data engineering and backend development.

Course/Topic 1 - Coming Soon

  • The videos for this course are being recorded freshly and should be available in a few days. Please contact info@uplatz.com to know the exact date of the release of this course.

    • 01:20
Course Objectives Back to Top

By the end of this course, you will be able to:

  • Understand Elasticsearch architecture, nodes, and clusters

  • Index and query documents using REST APIs

  • Configure mappings, analyzers, and tokenizers for custom search logic

  • Use Elasticsearch Query DSL for precise queries

  • Perform complex aggregations to generate insights

  • Integrate with Logstash, Beats, and Kibana

  • Monitor and secure Elasticsearch in production

Course Syllabus Back to Top

Course Syllabus

Module 1: Introduction to Elasticsearch

  • What is Elasticsearch?

  • Use Cases and Real-World Applications

  • Installing and Running Elasticsearch Locally

Module 2: Elasticsearch Architecture

  • Nodes, Clusters, and Shards

  • Indexing and Replication

  • Document-Oriented Storage

Module 3: Indexing and CRUD Operations

  • Creating Indexes and Documents

  • Bulk Inserts and Updates

  • Deleting Documents and Indexes

Module 4: Mapping and Data Types

  • Default and Custom Mappings

  • Field Types: Text, Keyword, Date, Geo, Nested

  • Dynamic vs Static Mappings

Module 5: Search Queries and Filters

  • Full-Text vs Term-Level Queries

  • Match, Term, Range, and Bool Queries

  • Highlighting and Relevance Scoring

Module 6: Elasticsearch Query DSL

  • Query Context vs Filter Context

  • Composing Complex Queries

  • Boosting and Scoring Mechanisms

Module 7: Aggregations and Analytics

  • Buckets and Metrics

  • Date Histograms, Term Buckets

  • Nested and Pipeline Aggregations

Module 8: Integrating Elasticsearch

  • Using Elasticsearch with Python, Node.js, or Java

  • Elasticsearch and Logstash for Data Ingestion

  • Beats for Lightweight Log Collection

Module 9: Kibana for Visualization

  • Setting Up Kibana Dashboards

  • Querying with Kibana Dev Tools

  • Building Real-Time Visualizations and Alerts

Module 10: Scaling and Security

  • Monitoring Cluster Health and Performance

  • Securing with TLS and Role-Based Access

  • Index Lifecycle Management

Module 11: Projects and Use Cases

  • Product Search Engine

  • Real-Time System Monitoring

  • Geospatial Data Explorer

Module 12: Elasticsearch Interview Questions & Answers

  • Core Concepts and Use Cases

  • Query Logic and Best Practices

  • Deployment and Monitoring Strategies

Certification Back to Top

Upon successful completion of this course, learners will receive a Certificate of Completion from Uplatz that verifies their expertise in Elasticsearch-based search and analytics systems. This certification enhances your profile for roles involving full-text search, log intelligence, observability, and data engineering.

Career & Jobs Back to Top

Elasticsearch is one of the top technologies for building real-time search and analytics applications. This course prepares you for roles such as:

  • Elasticsearch Engineer

  • Data Platform Developer

  • Site Reliability Engineer

  • Search Backend Developer

  • Observability and Monitoring Analyst

Interview Questions Back to Top
  1. What is Elasticsearch and how does it work?
    Answer: Elasticsearch is a distributed search engine based on Apache Lucene. It stores JSON documents and allows fast indexing and full-text search through RESTful APIs. It uses indices, shards, and nodes to scale horizontally.

  2. What is the difference between term and match queries?
    Answer:

    • Term queries match exact terms and are used for keyword fields.

    • Match queries analyze text using an analyzer and are suitable for full-text search on text fields.

  3. How does Elasticsearch handle replication and fault tolerance?
    Answer: Elasticsearch uses primary and replica shards. Each document is indexed into a primary shard, and replicas provide redundancy and allow parallel searching. If a node fails, a replica takes over automatically.

  4. What are mappings in Elasticsearch?
    Answer: Mappings define the structure of documents and data types for fields within an index. It is similar to schema in relational databases but more flexible.

  5. How do aggregations work in Elasticsearch?
    Answer: Aggregations group and summarize data. Bucket aggregations group documents (e.g., by date or term), while metric aggregations calculate stats like sum, average, and max.

  6. What is Elasticsearch Query DSL?
    Answer: The Query DSL is Elasticsearch’s JSON-based language for defining complex queries. It supports filtering, full-text search, relevance tuning, and combining multiple conditions.

  7. How can Elasticsearch be secured?
    Answer: Security features include TLS encryption, API key or basic authentication, role-based access control (RBAC), and audit logging. Elastic Stack's security features can be enabled for free with Elastic’s Basic license.

  8. What is the difference between shards and nodes?
    Answer: A node is a single instance of Elasticsearch, while a shard is a subdivision of an index. Shards are distributed across nodes to enable scalability and parallel processing.

  9. How do you monitor Elasticsearch performance?
    Answer: Use tools like Kibana Monitoring, APIs (_cluster/health, _cat/indices), Prometheus exporters, and Elastic’s Stack Monitoring to monitor resource usage, indexing rates, and search latencies.

  10. Can Elasticsearch be used for analytics?
    Answer: Yes. Elasticsearch supports real-time analytics using aggregations, Kibana dashboards, and even integration with BI tools. It is widely used for monitoring, metrics analysis, and anomaly detection.

Course Quiz Back to Top
Start Quiz
Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

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A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

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A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

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A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
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d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.



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