Hands-on practice developing the preprocessing pipeline on the dataset "mpg" including:
dropping NaNs
feature transformation: name variable
encoding: oneHot, Ordinal
polynomial feature & SelectKBest
visualization & diagram of the pipeline
Data Professional
Transitioning from motion design to data science, leveraging a decade of experience effectively.
IBM Data Analyst Professional Certification - 01/2025
Creative Dev
Code & Creativity
Toward Code
09/2021 - Today
Responsive Web Design Developer Certification - 11/2021
Professional Journey
Senior Motion Designer
01/2014 - 06-2023
Gained expertise in story-telling, extensive experience in project management and creative problem-solving.
Learning journey: Python for Data Science
Job-Ready Upskilling
Data Science Professional Certification Program:
Machine Learnia Pro - 09/2024 to 09/2025