Month 18: Introduction to Big Data
Week 1: Understanding Big Data
- Day 1: What is Big Data?
- Day 2: The 5 Vs of Big Data: Volume, Velocity, Variety, Veracity, and Value
- Day 3: Big Data Technologies Overview
- Day 4: Big Data Storage and Processing
- Day 5: The Importance of Big Data in Business
Week 2: Big Data Technologies
- Day 1: Introduction to Hadoop
- Day 2: Understanding MapReduce
- Day 3: Introduction to Apache Spark
- Day 4: NoSQL Databases for Big Data
- Day 5: Other Big Data Technologies: Hive, Pig, Kafka, etc.
Week 3: Big Data Storage and Processing
- Day 1: Distributed Storage in Big Data
- Day 2: Batch Processing vs. Real-Time Processing
- Day 3: Understanding Data Lakes
- Day 4: Cloud Storage for Big Data
- Day 5: Data Security and Privacy in Big Data
Week 4: Big Data in Business
- Day 1: The Role of Big Data in Decision Making
- Day 2: Big Data in Marketing
- Day 3: Big Data in Finance
- Day 4: Big Data in Operations
- Day 5: The Future of Big Data
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