Big Data Modeling and Management Systems
Get a close glimpse of big data modelling and management tools by joining the online course by Coursera.
Online
1 Weeks
1,699 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
Big Data Modeling and Management Systems is an online course with a minimum completion time of 1 week. The online course discusses management tools of big data modeling, types of data models in big data, and data genres. Big Data Modeling and Management Systems Certification Course is the second programme in the three-course Big Data Specialization. The online course is a joint venture between Coursera and the University of California San Diego.
Provided by Coursera, Big Data Modeling and Management Systems Certification by Coursera explores big data, data modeling for big data, data modelling, big data modeling techniques, Impala, Neo4j, AsterixDB, HP Vertica, SparkSQL, and Redis. The learners will be acquainted with techniques and practical exposure through real-time projects. Though there are no prior requirements for the programme, the learners will be needed some technical requirements (hardware and software).
The Highlights
- Provided by Coursera
- Offered by UC San Diego
- Flexible Deadlines
- Shareable Certificate
- Financial Aid Available
- Self-Paced Learning Option
- 100% Online Course
- Around 1 week to Complete
Programme Offerings
- English videos with multiple subtitles
- Shareable Certificate
- Financial aid available
- Shareable Certificates
- Self-Paced Learning Option.
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | UC San DiegoCoursera |
Big Data Modeling and Management Systems Fee Structure
Duration | Amount in INR |
1 Month | INR 1,699 |
3 Months | INR 3,499 (INR 1,699 /month) |
6 Months | INR 5,199 (INR 867 /month) |
Eligibility Criteria
Certification Qualifying Details
Post the Big Data Modeling and Management Systems online course, the learners will be awarded a sharable certification by UC San Diego only if they completed the course proceedings of big data modeling and management systems Coursera GitHub and make the payment of the course fee.
What you will learn
Big Data Modeling and Management Systems Certification Syllabus will enable you to have the capability of:
- Get familiar with data genres and management tools.
- To use strategies and techniques to cope with streaming data.
- To understand the difference between a Big Data Management System and a traditional Database Management System.
- To design a Big Data Infrastructure Plan, a big data information system, and Information System Design.
- To perceive the various data elements in your day-to-day proceedings.
- To know big data modelling and management.
Who it is for
Big Data Modeling and Management Systems Classes is a suitable programme for the professionals like Data Scientists, Big Data engineers, Big Data developers, and Big Data Analytics engineers.
Admission Details
The learners can enrol in the Big Data Modeling and Management Systems Training by following these steps:
Step 1 - Browse the official URL
https://www.coursera.org/learn/big-data-management
Step 2 - Click ‘Enroll Now’ and start taking the programme.
The Syllabus
Videos
- Welcome to Big Data Modeling and Management
- Why is this a New Course in the Big Data Specialization?
- Summary of Introduction to Big Data (Part 1)
- Summary of Introduction to Big Data (Part 2)
- Summary of Introduction to Big Data (Part 3)
- Big Data Management "Must-Ask Questions"
- Data Ingestion
- Data Storage
- Data Quality
- Data Operations
- Data Scalability and Security
- Energy Data Management Challenges at ConEd
- Gaming Industry Data Management: Q&A with Apmetrix CTO Mark Caldwell
- Flight Data Management at FlightStats: A Lecture by CTO Chad Berkley
Readings
- Slides: Summary of Introduction to Big Data
- Slides: Big Data Management
- Reading on Storage Systems
- Slides: Energy Data Management Challenges at ConEd
- Slides: Flight Data Management at FlightStats
- Downloading and Installing the Cloudera VM Instructions (Windows)
- Downloading and Installing the Cloudera VM Instructions (Mac)
- Instructions for Downloading Hands On Datasets
Discussion Prompts
- Getting to know you: Tell us about yourself and why you are taking this course
- Let's discuss: What area of big data management interests you most?
- Let's discuss: What are the design criteria in the big data applications you have heard?
Videos
- Introduction to Data Models
- Data Model Structures
- Data Model Operations
- Data Model Constraints
- Introduction to CSV Data
- What is a Relational Data Model?
- What is a Semistructured Data Model?
- Exploring the Relational Data Model of CSV Files
- Exploring the Semistructured Data Model of JSON data
- Exploring the Array Data Model of an Image
- Exploring Sensor Data
Readings
- Slides: What Is A Data Model?
- Introduction to CSV Data
- Slides: What Is A Relational Data Model?
- Slides: What is a Semistructured Data Model?
- Exploring the Relational Data Model of Comma Separated Values (CSV)
- Exploring the Semistructured Data Model of JSON data
- Exploring the Array Data Model of an Image
- Exploring Sensor Data
Quiz
- Practical Quiz for Week 2 Hands-On Lectures
Discussion Prompts
- Let's discuss: Modeling data in your daily life
- Let's discuss: Utilization of XML or JSON on the Internet
Videos
- Vector Space Model
- Graph Data Model
- Other Data Models
- Exploring the Lucene Search Engine's Vector Data Model
- Exploring Graph Data Models with Gephi
Readings
- Slides: Vector Space Model
- Slides: Graph Data Model
- Slides: Other Data Models
- Exploring Vector Data Models with Lucene
- Exploring Graph Data Models with Gephi
Quiz
- Data Models Quiz
Videos
- Data Model vs. Data Format
- What is a Data Stream?
- Why is Streaming Data different?
- Understanding Data Lakes
- Exploring Streaming Sensor Data
- Exploring Streaming Twitter Data (Optional)
Readings
- Slides: Data Model vs. Data Format
- Slides: What is a Data Stream?
- Slides: Why is Streaming Data Different?
- Slides: Understanding Data Lakes
- Exploring Streaming Sensor Data
- Instructions for Creating a Twitter App (Optional)
- Exploring Streaming Twitter Data (Optional)
Quiz
- Data Formats and Streaming Data Quiz
Discussion Prompt
- Let's discuss: Streaming data applications
Videos
- DBMS-based and non-DBMS-based Approaches to Big Data
- From DBMS to BDMS
- Redis: An Enhanced Key-Value Store
- Aerospike: a New Generation KV Store
- Semistructured Data – AsterixDB
- Solr: Managing Text
- Relational Data – Vertica
Readings
- Slides: DBMS-based and non-DBMS-based Approaches to Big Data
- Slides: From DBMS to BDMS
Quiz
- BDMS Quiz
Reading
- A Game by Eglence Inc. : Catch The Pink Flamingo
Peer Review
- Designing a Data Model for 'Catch the Pink Flamingo'
Discussion Prompt
- Let's discuss: Analytical tasks to make Catch the Pink Flamingo better
- Let's discuss: Using the data model for Catch the Pink Flamingo
Instructors
UC San Diego Frequently Asked Questions (FAQ's)
The online course is designed and delivered jointly by the University of California San Diego and Coursera.
Ilkay Altintas, the Chief Data Science Officer at San Diego Supercomputer Center, and Amarnath Gupta, the Director of Advanced Query Processing Lab, are the faculties who are in charge of the online certification programme.
Till now, 104,176 have already enrolled in the online course by UC San Diego.
The course subtitles are available in eleven languages and they are Arabic, French, Vietnamese, Korean, German, Russian, Portuguese (European), Italian, Turkish, English, and Spanish.
The certification course belongs to the Big Data Specialization provided by Coursera and UC San Diego.