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Build your first Search Engine using AWS Kendra

This project is focused on building your first search engine using Amazon Kendra without writing a single line of code. By the end of this guided project, you will be able to build your first enterprise search engine by leveraging Amazon’s Kendra. Search as a capability is an important feature which is required by almost all medium and large enterprises as search helps filter relevant and required information in the world of big data. Search helps find relevant information quickly and saves time to go through vast information. Google’s first product was search engine, Amazon leverages search capability to browse the millions of products listed on its marketplace, Facebook has search capability for its users to find friends based on name, location, etc. and Microsoft also has its own bing search engine. AWS Kendra provides search as a service capability and as part of this guided project we shall study how to build a search engine.

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What's inside

Syllabus

Build your first Enterprise Search Engine Using Amazon Kendra

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Builds real world skills in using Amazon Kendra's tools and services for customizing a search engine

Suitable for Learners interested in expanding their skills in enterprise search engine optimization

Taught by an experienced instructor who contributes to the development of the technology taught in this course

This project-based course allows learners to create a fully functional search engine by leveraging Amazon Kendra without writing any code

Suitable for beginners seeking to expand their understanding of enterprise search engine

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Reviews summary

Introductory course to aws kendra

Learners say this introductory course to AWS Kendra is easy to follow and gives a clear understanding of what AWS Kendra is and what it does.

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Build your first Search Engine using AWS Kendra with these activities:

Explore Amazon Kendra Sandbox

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Exploring Amazon Kendra Sandbox will provide you with a practical understanding of the platform's capabilities.

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Sign up for Amazon Kendra Sandbox
Follow the guided tutorials

Review Basic Python Programming

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Strengthen your foundation by reviewing basic Python programming concepts. This will ensure that you have a solid understanding of the programming language used in the Amazon Kendra API, enabling you to work more effectively with it.

Browse courses on Python

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Review variables, data types, and operators
Practice writing simple Python programs

Recall Information Retrieval Concepts

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Refresh your memory on fundamental information retrieval concepts. This will provide a strong foundation for understanding the inner workings of Amazon Kendra and empowering you to optimize your search engine effectively.

Browse courses on Information Retrieval

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Review text processing techniques
Recall ranking algorithms
Explore evaluation metrics for search engines

Ten other activities

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Review prior knowledge of cloud computing concepts

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Begin by revisiting the basics of cloud computing to strengthen your foundation for this course.

Browse courses on Cloud Computing Concepts

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Review notes or textbooks on cloud computing fundamentals
Complete online tutorials or quizzes on cloud computing concepts
Attend a webinar or workshop on cloud computing

Complete the AWS Kendra Quickstart Tutorial

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Gain hands-on experience with Kendra by following AWS's guided tutorial.

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Set up an AWS account and create a Kendra index
Add documents to your index
Query your index using the Kendra console

Develop a Content Plan for Your Search Engine

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Enhance your understanding of search engine content optimization by creating a content plan for your own search engine. This will help you appreciate the importance of relevant and engaging content in improving search results.

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Identify your target audience
Research your target audience's needs
Plan your content strategy
Create high-quality content

Follow a tutorial on using Amazon Kendra Cloud Tech Tools

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Familiarize yourself with Amazon Kendra and learn its essential features to build your search engine project.

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Find and select a suitable tutorial on YouTube or Coursera.
Follow the steps in the tutorial carefully, experimenting with the features and code.
Take notes and jot down any questions you may have.

Work through practice exercises on Amazon Kendra documentation

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Strengthen your understanding of Amazon Kendra's capabilities by completing practice exercises and exploring its documentation.

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Visit the Amazon Kendra documentation website.
Locate and select the practice exercises section.
Work through the exercises, following the instructions and experimenting with the code.

Practice building search queries using Kendra's syntax

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Enhance your understanding of Kendra's search capabilities by practicing query construction.

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Refer to Kendra documentation for query syntax
Create sample documents or data to search against
Formulate search queries using various operators and filters
Evaluate the relevance and effectiveness of your search results

Tutorial: Building a Search Engine with Amazon Kendra

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Leverage this guided tutorial to gain hands-on experience in building your own search engine using Amazon Kendra, solidifying your understanding of the course concepts.

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Follow the tutorial's step-by-step instructions
Experiment with different configuration options
Troubleshoot any issues that arise

Build a Personal Search Engine for Your Own Data

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Put your learning into practice by creating your own search engine for data that you possess. This hands-on project will reinforce your understanding of how to apply Amazon Kendra to real-world scenarios.

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Gather and prepare your data
Create an Amazon Kendra index
Build a user interface for your search engine
Evaluate the performance of your search engine

Develop a prototype search engine using Amazon Kendra

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Apply your understanding of Amazon Kendra to create a tangible prototype of your own search engine, solidifying your learning.

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Determine the specific requirements and scope of your search engine.
Design the architecture and user interface for your prototype.
Implement the search engine using Amazon Kendra's APIs and services.
Test and refine your prototype to ensure it meets the desired functionality.

Develop a search engine prototype using Kendra

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Apply your learning by creating a functional search engine prototype.

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Define the scope and requirements of your search engine
Design the user interface and search functionality
Integrate Kendra into your prototype
Test and refine your prototype

Career center

Learners who complete Build your first Search Engine using AWS Kendra will develop knowledge and skills that may be useful to these careers:

Data Engineer

Data Engineers work with big data to create structures. They are responsible for data storage, data transformation, and data retrieval. As such, this Amazon Kendra course may be useful in helping data engineers to better understand how to manage searches of large datasets and build systems to access, retrieve, and store data quickly and efficiently.

See salaries and explore the career path for Data Engineer

Data Analyst

Data Analysts use data to help organizations make better decisions. Many data analysts specialize in a particular industry, such as finance, healthcare, or retail. This Amazon Kendra course may be useful in helping data analysts to better present their data to stakeholders and improve access to data for informed decision making.

See salaries and explore the career path for Data Analyst

Business Analyst

Business Analysts use data to help organizations improve their business processes. They work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful in helping business analysts to better leverage data to make more informed decisions and lead to better outcomes.

See salaries and explore the career path for Business Analyst

Information Technology (IT) Manager

IT Managers plan, implement, and maintain computer systems and networks for organizations. They also oversee the work of IT staff and ensure that systems are running smoothly. This Amazon Kendra course may be useful for IT managers by providing them with a better understanding of search engine technology and how to implement and maintain them for their organization's needs.

See salaries and explore the career path for Information Technology (IT) Manager

Software Developer

Software Developers design, develop, test, and maintain software applications. They work with stakeholders to understand needs and develop solutions. This Amazon Kendra course may be useful in helping software developers to build better search functionality into their applications and improve the user experience.

See salaries and explore the career path for Software Developer

Web Developer

Web Developers design and develop websites. They work with stakeholders to understand needs and develop solutions. This Amazon Kendra course may be useful for web developers by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their websites for a better user experience.

See salaries and explore the career path for Web Developer

Data Scientist

Data Scientists use data to develop predictive models and solve business problems. They work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for data scientists by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their data science projects to improve access to data and enhance model performance.

See salaries and explore the career path for Data Scientist

Database Administrator

Database Administrators plan, implement, and maintain databases for organizations. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for database administrators by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their databases for better data management and faster query performance.

See salaries and explore the career path for Database Administrator

Network Administrator

Network Administrators plan, implement, and maintain computer networks for organizations. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for network administrators by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their networks for better network management and troubleshooting.

See salaries and explore the career path for Network Administrator

Information Security Analyst

Information Security Analysts plan, implement, and maintain security measures to protect an organization's computer systems and networks. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for information security analysts by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their security systems for better detection and prevention of security breaches.

See salaries and explore the career path for Information Security Analyst

Network Engineer

Network Engineers design, develop, and maintain computer networks for organizations. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for network engineers by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their networks for better network management and troubleshooting.

See salaries and explore the career path for Network Engineer

Cloud Architect

Cloud Architects design, develop, and maintain cloud computing solutions for organizations. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for cloud architects by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their cloud solutions for better resource management and cost optimization.

See salaries and explore the career path for Cloud Architect

System Administrator

System Administrators plan, implement, and maintain computer systems for organizations. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for system administrators by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their systems for better systems management and troubleshooting.

See salaries and explore the career path for System Administrator

Enterprise Architect

Enterprise Architects design, develop, and maintain the overall architecture of an organization's IT systems. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for enterprise architects by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their enterprise architecture for better systems integration and alignment with business objectives.

See salaries and explore the career path for Enterprise Architect

Data Warehouse Architect

Data Warehouse Architects design, develop, and maintain data warehouses for organizations. They also work with stakeholders to identify needs and develop solutions. This Amazon Kendra course may be useful for data warehouse architects by providing them with a better understanding of search engine technology and how to implement and maintain search functionality on their data warehouses for better data management and analysis.

See salaries and explore the career path for Data Warehouse Architect

Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Build your first Search Engine using AWS Kendra.

Search Engines

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Practical guide to search engines, covering everything from the design of search algorithms to the evaluation of search results.

Build your first Search Engine using AWS Kendra

What's inside

Syllabus

Good to know

Save this course

Reviews summary

Introductory course to aws kendra

Activities

Career center

Reading list

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