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Big Data Fundamentals
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Big Data Fundamentals

This course is part of Big Data.

Course Cost

₹ 17,286

Intermediate

Skill Level

10 Weeks

Self-paced lessons

This comprehensive course explores how organizations leverage big data for effective decision-making. Students learn fundamental techniques in data mining, stream processing, and algorithm design using MapReduce for scalable data processing across Hadoop clusters. The curriculum covers key topics including web search optimization, online advertising systems, and the challenges of analyzing massive datasets. Through practical applications and real-world examples, participants gain expertise in implementing PageRank algorithms, understanding data stream analysis, and applying big data methods in industry contexts.

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What you'll learn

  • Master MapReduce programming for large-scale data processing

  • Implement PageRank algorithms for web search optimization

  • Design algorithms for stream processing and data mining

  • Analyze social networks and implement clustering techniques

  • Develop recommendation systems and online advertising solutions

Skills you'll gain

Big Data Analytics
MapReduce
Stream Processing
Data Mining
PageRank
Hadoop
Algorithm Design
Web Search
Social Network Analysis
Data Clustering

This course includes:

PreRecorded video

Graded assignments, Exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 10 modules in this course

This course provides a thorough understanding of big data fundamentals and their organizational applications. Topics include the four V's of Big Data, web and social network analysis, clustering techniques, Google PageRank, MapReduce computing, document similarity analysis, recommendation systems, and data stream mining. Students learn both theoretical concepts and practical implementations through various real-world applications.

The basics of working with big data

Module 1

Web and social networks

Module 2

Clustering big data

Module 3

Google web search

Module 4

Parallel and distributed computing using MapReduce

Module 5

Computing similar documents in big data

Module 6

Products frequently bought together in stores

Module 7

Movie and music recommendations

Module 8

Google's AdWords System

Module 9

Mining rapidly arriving data streams

Module 10

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Big Data

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Big Data Fundamentals

Intermediate

Skill Level

10 Weeks

Self-paced lessons

Course Cost

₹ 17,286

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.