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Survey of Data Analytics - Coggle Diagram
Survey of Data Analytics
3 Major Courses of Analytics
predictive
AI, Machine Learning
Forecasting, predicting, inference
prescriptive
project lead, framing project, collecting data, responsible for report
descriptive
location-aware queries, hierarchical data (JSON)
statistics, charts, plots, control charts, rates, freqauencies, coorelations
Generating questions
Analytics Frameworks
CRISPR
Business Understanding
Data Understanding
Data Preparation
Modeling
5 Evaluation
MLLC
Business Analytics Tools
Google BigQuery (SQL)
Separation of compute and storage
Storage and Networking infrastructure
Managed Storage
Integration with Google Cloud Platform
Security and Compliance
Python
Excel
PivotTables
Analyzing Data With Pivot Tables
Analyzing Data with Analysis ToolPack