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Tech & Digital · Technical Skills

Data Scientist

Follow each stage in sequence and use the map to shape your learning.

01 / Foundations

01Python
02Mathematics
03Statistics

02 / Core practice

04SQL
05Data Cleaning
06Data Visualization

03 / Build & apply

07Machine Learning
08Model Evaluation
09Feature Engineering

04 / Professional edge

10Deep Learning
11Deployment
12Specialization

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01Software Engineer02Frontend Engineer03Backend Engineer