Certificate Program in Big Data Foundation

Blended Learning | 4 Months (Inclusive of Project - 1 Month) | INR 70,800/-

Certificate program in Big Data Foundation | Category : IT

Why Join Certificate Program in Big Data Foundation

  • Apply the knowledge of database system and distributed file system to the get the solution of complex Big data problems
  • Identify, formulate, review and analyse complex big data problems reaching conclusions using HDFS
  • You will be able to use Python for Data Science application

SKILLS TO BE MASTERED

Java / Python / SQL / NoSQL / MapReduce / Tableau

  • Program Structure
  • Certificate
  • Curriculum & Learning Outcomes
  • Admission & Fee Details
  • Contact Us & FAQs
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PROGRAM STRUCTURE

This Program is designed to train you to get a clear perspective in the field of Big Data Management and Analytics with adequate emphasis on fundamentals of Data Structure and Science with programming language Java comprising over 70% hands-on learning. You will learn to use Python as a tool for Data Science & will get trained with installation of Apache Hadoop and NoSQL Database MongoDB in addition to data visualisation platform Tableau and programming abstraction using MapReduce. 1 Month Capstone Project ensures practical implementation of research in the field of Data Science.

Program Duration

4 Months (Inclusive of Project - 1 Month)

Mode Of Delivery

Blended Learning

SKILLVILLE CERTIFICATE

CURRICULUM

4 months Certification program in Big Data Foundation
Big Data Introduction & its Applications

-Technologies for Big-Data
-Big-Data management
-Big Data Analytics

Probability theory and Python for data science

-Introduction to probability theory
-Axioms of probability
-Experiments in probability
-Conditional Probability
-Random Variables

Introduction to Big-data algorithms

-SAT algorithm
-Classification of states
-Stationary Distribution of Markov Chain
-Celebrities case studies
-Random walks on undirected Graphs
-Introduction to streaming, Morris algorithm
-Reservoir sampling
-Approximate median

Linear and nonlinear data Structure

-Hash-Function
- Hashmaps
- Bloom Filter
- Binary Search trees
- KD trees

Working with relational database

-Common data paths
-Installing and setting up MySQL
-Configuring MySQL to allow remote connections
-Setting up the employee database
-Getting data into Hadoop
-Exporting data from MySQL to HDFS
-Exporting data from MySQL into Hive

Big Data ecosystems

-Hadoop Ecosystem-Hadoop and MongoDB installation
-Spark ecosystem

Developing Mapreduce programs
-Using languages other than Java with Hadoop
-Word count using streaming
-Analysing large dataset
-Summarizing the UFO data
-Summarizing the shape data
-Correlating sighting duration to UFO shape
-Performing the shape/time analysis from the command line
-Using chain/mapper for field validation/analysis
-Using the distributed cache to improve location output
-Counters, status and other output, creating counters, task states and writing log output
Tableau
-Introduction
-Installation of Tableau Desktop
-Tableau architecture
-Tableau server component
-Tableau Environment
-Tableau Workspace
-Build views in tableau
-Connect to data source in tableau
-Export DB connection in tableau
-Data blending in tableau
-Joining tables in tableau
-Data Bins in Tableau
-Creating a dashboard in Tableau
-Tableau Desktop shortcuts Cheat Sheet.
Integrating the Technologies
-Journey Towards Artificial intelligence through big data analysis

ADMISSION DETAILS

Eligibilty

  • Engineering, Graduate and Post Graduates(Computer Science, Information Technology)
  • Science Graduate (BSC IT, BCA) Diploma Engineer of above branches
  • Phd-Persuing in the above mentioned domains

FEES DETAILS

INR 70,800/-

Please consult your Admission Counselor for flexi-EMI options

CONTACT US

Please reach out to the admission office if you have any queries
100% Placement Assistance with Leading Corporates

Our placement assistance program offers students one-on-one career counselling, and the chance to work with our corporate partners.

What if I am unable to complete the course?

In case you drop out of the course due to a genuine reason, you will have 6 months’ time to return to it. If you fail to return to your course within this period, you will have to start afresh.

How will I pay for this course?

You can pay for the course of your interest on the website by clicking on the Fees tab via e-wallets, net banking, credit cards, debit cards as well as NEFT/Bank Transfer

What is the refund policy?

Refund must be claimed before the commencement of your batch. The Application form fees are non-refundable. Skillville will deduct 20% of the program fees paid till date of application for refund towards administrative charges and 80% will be refundable within 1 month from the approval of refund by a Skillville Authorized representative

What if you miss a class?

You will have an opportunity to catch up with a simultaneous batch in session or you can reach the respective Faculty to cover the missed class.

Whom should I contact in case of any purchase related query?

Please contact your Admission Counselor or drop an email regarding your querry to admissions@skillville.in.

Do I get a certificate of participation at the end of the training program?

Yes, you will get a certificate after completing your program after you meet the attendance and evaluation criteria set for your respective program.