- Cloud characteristics
- Cloud delivery models
- Cloud deployment models
- Cloud infrastructure and management
- Cloud security
- Prominent cloud vendors and their services
Online
5 Months
₹ 20,000
Inclusive of GST
Quick facts
particular | details | |||
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Collaborators
TCS
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Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
|
Mode of Delivery
Video and Text Based
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number of course credit
5
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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
- Five to six months course
- 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
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
certificate providing authority
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
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).
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.
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://learning.tcsionhub.in/courses/industry-honour-certification/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.
The syllabus
Cloud Computing
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
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
The course is designed to be completed in five to six months.
You will receive five credits for this course.
Yes, you can pay the exam registration fee and write the exam.
You can register for the course online through the course page and start the classes right away.
You will need some practical experience with object-oriented programming while applying for this course.