PG Certificate Program in Big Data & Analytics
- Offered byupGrad
- Private Institute
- Estd. 2015
PG Certificate Program in Big Data & Analytics at upGrad Overview
Duration | 7 months |
Total fee | ₹1.18 Lakh |
Mode of learning | Online |
Difficulty level | Beginner |
Credential | Certificate |
PG Certificate Program in Big Data & Analytics at upGrad Highlights
- Connect with a global network of accomplished BITS Alumni
- Widely recognised and valued Post Certificate Graduate Program in Big Data
- Network with Big Data professionals across all industries
- Get valuable hands-on experience and develop a portfolio of projects
- 100% expert verified responses to ensure quality learning
- Career Building Sessions & Support
- Timely doubt resolution by Industry experts and peers
PG Certificate Program in Big Data & Analytics at upGrad Course details
- IT & Technology Professionals
- Project Leads & Project Managers in IT/Tech Companies
- Current Big Data Professionals
- Designed for Working Professionals
- 200+ hrs of Learning
- 5+ Case Studies & Projects
- Practical hands-on Workshops
- Timely Doubt Resolution
- Dedicated Student Success Mentor
- BITS Pilani Alumni Status
- No Cost EMI Option
- Job Placement Assistance with Top Firms
- Strong Peer to Peer Interaction
- Dedicated Support to Enable Learning
- Get
- Personalized Feedback
- On-the-Go Learning
- The program aims to prepare aspirants for Development/ Analytical roles in the Big Data industry. Learners who pursue this program will acquire the requisite skills in Computer Science and Data Engineering needed by the industry for the development of Big Data Applications. Additionally, learners will also acquire skills of technical problem-solving
PG Certificate Program in Big Data & Analytics at upGrad Curriculum
Pre-program Prep Course
Introduction to Programming
OOP
Data Structures and Algorithms
RDBMS and SQL
Diagnostic Test
Assignment - Java and SQL
Introduction to Big Data
The Hadoop Framework
AWS Familarisation
Introduction to Hadoop: Distributed Computing Environment
Data and Distributed Storage (HDFS)
MapReduce programming
Pig
Course Project
ETL 4 Batch Processing with Hadoop
ETL and Data Warehousing
Data Ingestion using Sqoop & Flume
Hive
HBase
Oozie: Workflow Scheduler for Hadoop
Course Project
Big Data Analytics with Spark
Introduction to Spark
Analytics using SparkSQL
Data pre-processing for ML
Regression using SparkML
Classification using SparkML
Clustering using SparkML
Course Project
Capstone Project
PG Certificate Program in Big Data & Analytics at upGrad Entry Requirements
- Employed professionals with minimum 6 months overall work experience
- Having a minimum 3 years UG degree with adequate preperation in mathematics and computer
- programming (e.g. BE/BTech/BSc/BCA*)
- Having minimum 55% marks or 5.5/10 CGPA (on a scale of 10) or 2.2/4 CGPA (on a scale of 4) in UG degree examinations
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