Mentor
Jonatas Piscirilo
Líder técnico com mais de 18 anos de experiência na construção de sistemas complexos de grande escala e impulsionando a inovação em grandes empresas.
About this path
O Cientista de dados orienta a criação de modelos preditivos graças a um conhecimento profundo dos modelos matemáticos
Syllabus
Week 1
Live session with Mentor Introduction to Python
Intermediate Python
Week 2
Live session with Mentor
Data manipulation with pandas
Joining data with pandas
Week 3
Live session with Mentor
Introduction to Data Import with Python
Intermediate Importing Data with Python
Cleaning data with Python
Week 4
Live session with Mentor
Python Data Science Toolbox p1
Python Data Science Toolbox p2
Project - The Android App Market on Google Play
Week 5
Live session with Mentor
Introduction to Data Viz with Mapplotlib
Introduction to Data Viz with Seaborn
Intermediate Data Viz with Seaborn
Project - A Visual History of Nobel Prize
Week 6
Live session with Mentor
Working with Dates and Time in Python
Writing functions in Python
Week 7
Live session with Mentor
Exploratory Data Analysis in Python
Analyzing Police Activities with pandas
Week 8
Live session with Mentor
Project - Analog TV data
Project - GitHub History of the Scala Language
Project - The discovery of Handwashing
Project - Predicting Credit Card Approvals
Week 9
Live session with Mentor
Statistical thinking in Python p1
Statistical thinking in Python p2
Week 10
Live session with Mentor
Supervised Learning with scikit-learn
Unsupervised Learning in Python
Week 11
Live session with Mentor
Cluster Analysis in Python
ML with Tree-Based Models in Python
Week 12
Project