Big Data
Course Registration
Big Data Curriculum
- What is Big Data?
- Characteristics of Big Data (3Vs - Volume, Velocity, Variety)
- Big Data Applications & Use Cases
- Challenges in Big Data Management
- Introduction to Big Data Technologies
- Introduction to Hadoop & HDFS
- Hadoop Ecosystem Overview
- MapReduce Programming Model
- YARN Architecture
- HDFS Commands & File Operations
- Introduction to Apache Spark
- Spark Core & RDDs
- Spark SQL & DataFrames
- Spark Streaming for Real-time Processing
- Machine Learning with Spark MLlib
- Introduction to NoSQL Databases
- Types of NoSQL Databases (Key-Value, Document, Column-Family, Graph)
- Working with MongoDB
- Using Apache Cassandra
- Integrating NoSQL with Big Data Tools
- Big Data Analytics & Business Intelligence
- Using Hive & Pig for Data Processing
- Deploying Big Data Solutions on Cloud
- Security & Governance in Big Data
- Big Data Best Practices & Optimization
Capstone Projects
Groceries Application
Build a lightning-fast delivery app with logistics and inventory features.
Food Application
Design a food delivery app with real-time order tracking and restaurant listings.
Banking Application
Create a secure and user-friendly digital payments platform.
Delivery Application
Develop an auction-based e-commerce system with reviews and bidding.
Airlines Application
Build a travel booking system for flights, hotels, and holiday packages.
LMS Application
Create an e-learning platform with course, video, and user dashboard modules.
Job Ready Profiles
Github
For freshers, GitHub plays a significant role in showcasing skills
Portfolio
For freshers, a portfolio demonstrates practical experience and personal projects effectivelyCertificate
