Big Data on Cloud

BY
TCS iON Digital Learning Hub , 361 DM

Build your competence in the technologies of cloud computing and big data with the expertise in data engineering with this course.

Mode

Online

Duration

5 Months

Fees

₹ 20000

Inclusive of GST

Quick Facts

particular details
Collaborators TCS
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
number of course credit 5

Course overview

The Big Data on Cloud certification program is developed for the students to learn about the various aspects of data management such as storing and processing that aids in creating data-based applications. This online course is provided by the TCS iON digital learning hub and the course study is designed for a period of five to six months. The course delves into concepts of data analysis and data retention for the long term.

The mode of learning in this certification program is aided with virtual learning tools and techniques through online lectures, tutorials, practical sessions, industry-oriented assignments, and other assessments. The mentors for this training program are the academic professionals Dr. Rajiv Misra and Dr. Sriparna Sahi, assistant professors in the department of computer science and engineering at IIT Patna along with the industry expert Dr. Arabinda Mandal, an enterprise architect at TCS. The Big Data on Cloud certification training equips the students with digital certificates and five credit points after course completion.

The highlights

  • Online mode
  • Five credits
  • Academic mentors 
  • Industry expert guidance
  • Internships
  • Career support
  • Digital certificates

Program offerings

  • Digital lectures
  • Online tutorials
  • Practicals
  • Online resources
  • Academic connect community
  • Industry connect community
  • Assignments
  • Practice assessments
  • Summative assessments
  • Digital certificates
  • Credit points

Course and certificate fees

Fees information
₹ 20,000  (Inclusive of GST)

The ‘Big Data on Cloud’ certification course fee is paid online to get access to the course classes.

Big Data on Cloud fee structure

Course Fee

Rs. 20,000

certificate availability

Yes

certificate providing authority

TCS iON

Who it is for

The ‘Big Data on Cloud’ online certification is designed for students studying computer science engineering and information technology, and electronics and communication engineering. It helps the professionals such as big data engineers, big data developers, and database architects to enhance their skills in the domain.

Eligibility criteria

The candidates of the ‘Big Data on Cloud’ online course should know about object-oriented programming while applying for the program.

Certificate qualifying details

The Big Data on Cloud certificates are given to students based on the following conditions,

  • For the certificate of achievement, students will have to score a minimum of 40% in part A, a minimum of 50% in part B, and an overall average of 50%. Students who fail the test will be given a scorecard.

  • For the certificate of participation, students will have to complete the course, projects, industry-based assignments, and practice assessments.

What you will learn

Knowledge of big data Knowledge of cloud computing Knowledge of data visualization Knowledge of aws technology

The ‘Big Data on Cloud’ certification curriculum is structured for the students to gain a comprehensive understanding of the process of extracting data, in-memory computation, data processing, data model designing, constructing data lakes, data pipelines automation, data visualization, and information derivation. The learners of this program will develop expertise in the engineering of data, technologies of big data, and cloud computing. The practical sessions during the course are aided with access to amazon web services(AWS).

The syllabus

Cloud Computing

  • Cloud characteristics
  • Cloud delivery models
  • Cloud deployment models
  • Cloud infrastructure and management
  • Cloud security
  • Prominent cloud vendors and their services

Introduction to Big Data

  • Big Data characteristics and benefits
  • Data storage technologies and storing data on Amazon S3

Data Extraction, Data Processing and Knowledge Extraction

  • Data extraction process and tools
  • Change Data Capture (CDC)
  • Distributed data processing
  • Different data processing engines
  • ETL using Amazon Glue
  • Data processing using Amazon
  • Data querying using Amazon Athena
  • Redshift data warehouse
  • Association rule mining
  • Apriori algorithm
  • Noise and outlier detection
  • Data pre-processing techniques
  • Sampling techniques
  • Similarity/dissimilarity measures

Classification and Clustering of Big Data

  • Supervised and unsupervised learning
  • Collaborative filtering
  • Big Data analytics
  • Streaming data clustering
  • Feature extraction
  • Subspace clustering

In-Memory Computation

  • In-memory computation using Spark
  • Spark context
  • RDD and DataFrames
  • Transformations and actions
  • Data lineage

Real-time Data Processing

  • Real-time vs batch processing
  • Advantages and tools
  • Use cases
  • Using Amazon Kinesis and Spark streaming

NoSQL Database (DB)

  • Introduction and advantages
  • RDBMS vs NoSQL
  • NoSQL categories (document, key-value, wide column, graph)
  • Popular NoSQL DBs

Data Governance

  • Purpose of data governance
  • Metadata management
  • Data quality
  • Privacy and security
  • Data orchestration using AWS Data Pipeline

Data Architectures and Modeling

  • Characteristics of modern data architecture
  • Enterprise data architecture
  • Data modelling
  • Conceptual, logical and physical data modelling

Business Intelligence (BI) and Data Visualization Tools

  • Benefits of BI
  • Introduction to Tableau
  • Data sources
  • Connecting to Redshift
  • Worksheets, operators, functions, sorting and filtering
  • Tableau charts

Admission details

The course registration for the ‘Big Data on Cloud’ online training is done through the course website,

Step 1: Find the course page using the following link,

https://www.tcsion.com/courses/industry-honour-course/big-data-on-cloud/

Step 2: Click on the ‘Activate Now’ option.

Step 3: Enter the relevant information and create the course account.

Step 4: Follow the instructions and join the program.


Filling the form

The applicants of the ‘Big Data on Cloud’ program should fill in their name, phone number, and email address to sign in to the course account.

Evaluation process

The students of this certification course should take the summative assessment and clear it to get the ‘Big Data on Cloud’ certificate of achievement.

How it helps

The Big Data on Cloud certification helps the students gain an understanding of the functions of big data and cloud computing technologies to handle the large amounts of data for processing and management. The insights acquired during this course will benefit the students in developing their careers and in getting opportunities for internships and jobs.

Instructors

Dr RajivMisra
Professor
IIT Patna

Other Bachelors, Other Masters, Ph.D

Dr Sriparna Saha
Associate Professor
IIT Patna

M.E /M.Tech., Ph.D

FAQs

How many credits do I get for the ‘Big Data on Cloud’ online certification course?

You will receive five credits for this course.

Can I write the assessments again if I don’t clear the first time in the ‘Big Data on Cloud’ certification training?

Yes, you can pay the exam registration fee and write the exam.

When can I start the ‘Big Data on Cloud’ online course?

You can register for the course online through the course page and start the classes right away.

Do I need any work experience to apply for the ‘Big Data on Cloud’ online classes?

You will need some practical experience with object-oriented programming while applying for this course.

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