-
Business Understanding
-
Data Understanding
-
Data-set Prepare
-
Data cleansing
-
Data Integration
-
architecture
-
ETL (main architecture)
-
ELT (more flexibility)
-
-
ETL tools
-
-
Data Transformation
-
purpose
put different channel data into a unified database
-
transformation method
-
data smoothing
-
data aggregation
-
data generalization
-
data normalization
-
Min-max
-
Z-score
-
Decimal scaling normalization
-
-
attribute construction
-
-
tools
-
-
Data Visualized
-
categories
-
comparision
- line plot
-
relation
- scatter plot
-
compose
- pie plot
-
distribution
- dist plot
-
-
tools
-
Matplotlib
-
Seaborn
-
-
-
-
Modelling
-
Classification
-
Cluster
-
Predict
-
Relation
-
-
Model Estimation
-
On-line
nutshellfool / dataanalysis Goto Github PK
View Code? Open in Web Editor NEWLicense: MIT License