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Big Data Analysis - Coggle Diagram
Big Data Analysis
Data Collection
Sources of Big Data
Structured vs. Unstructured Data
Data Preprocessing
Data Cleaning
Data Transformation
Big Data Technologies
Hadoop
Apache Spark
NoSQL Databases
MapReduce
Data Warehousing
Data Analysis Techniques
Descriptive Analytics
Predictive Analytics
Prescriptive Analytics
Machine Learning Algorithms
Data Mining
Real World Applications
Healthcare
Finance
Marketing and Advertising
E-commerce
Internet of Things (IoT)
Future Trends
Edge Computing
Artificial Intelligence in BDA
Blockchain in BDA
Data Driven Decision making
Advances in Data Visualization
Data Visualization
Charts and Graphs
Interactive Dashboards
Infographics
Data Storytelling
Challenges of Big Data
Volume, Variety, Velocity, Veracity
Privacy and Security
Scalability
Processing Speed
Ethical Consideration
Data Privacy
Bias & Fairness
Transparency
Accountability
Data Storage
Distributed File Systems
Data Lakes
In-Memory Databases