DS Pathway

Planning :
a.) Define goals
b.) Organize resources
c.) Coordinate people
d.) Scheduling

Data Preparation :
a.) Get Data
b.) Clean Data
c.) Explore Data
d.) Refine Data

Modelling :
a.) Create Model
b.) Validate Model
c.) Evaluate Model
d.) Refine Model

Follow Up :
a.) Present Model
b.) Deploy Model
c.) Revisit Model
d.) Archive assets

Roles :
• Developers
• Big data analysts
• Researchers
• Web analysts or sql analysts
• Business
• Entrepreneur
• Full-stack “unicorn”